From 620f7075a0f4dda460b8909bc27e6f40fe2a0963 Mon Sep 17 00:00:00 2001 From: Andrew Siah Date: Fri, 30 Jun 2023 00:36:45 -0400 Subject: [PATCH] final submission --- static-eval/eval_notebook.ipynb | 315 ++++++++++++++++++++++---------- 1 file changed, 214 insertions(+), 101 deletions(-) diff --git a/static-eval/eval_notebook.ipynb b/static-eval/eval_notebook.ipynb index 8677920..9a3c24e 100644 --- a/static-eval/eval_notebook.ipynb +++ b/static-eval/eval_notebook.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 40, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -17,17 +17,18 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ - "os.environ[\"OPENAI_API_KEY\"] = \"sk-xxxx\"\n", + "os.environ[\"OPENAI_API_KEY\"] = \"sk-\"\n", + "openai.api_key = \"sk-\"\n", "random.seed(0)" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -66,7 +67,7 @@ "\n", "# example of inference function for baseten hosted models\n", "import baseten\n", - "MODEL = baseten.deployed_model_version_id('xxxxx')\n", + "MODEL = baseten.deployed_model_version_id(\"ZBMDm4q\")\n", "\n", "def call_llm_baseten(prompt):\n", " output = MODEL.predict({\"prompt\": prompt, \"do_sample\": True, \"max_new_tokens\": 300})\n", @@ -74,12 +75,56 @@ " return completion\n", "\n", "\n", - "call_llm = call_llm_modal\n" + "# submission for finetuned openai model\n", + "import openai\n", + "\n", + "def call_llm_finetuned_openai(prompt):\n", + " try:\n", + " GPT_FINE = ChatOpenAI(model_name=\"gpt-4\", temperature=0, max_tokens=200)\n", + " output = GPT_FINE([HumanMessage(content=prompt)])\n", + " return output.content\n", + " # output = openai.ChatCompletion.create(\n", + " # model=\"gpt-4\",\n", + " # messages=[{\"role\": \"user\", \"content\": prompt}],\n", + " # max_tokens=5,\n", + " # temperature=0.0,\n", + " # top_p=1.0,\n", + " # frequency_penalty=0.5,\n", + " # )\n", + " # return output.choices[0].text\n", + " except Exception as e:\n", + " print(f\"Error: {e}\")\n", + " return \"\"\n", + " \n", + "\n", + "# submission for open source finetuned baseten model\n", + "from baseten.models import FlanT5\n", + "baseten.login(\"yiVOous9.2mjkPJSPdya6FUFbGKmXaLyUF6ZxTQYs\")\n", + "\n", + "model = FlanT5(model_id=\"ZBMDm4q\")\n", + "\n", + "gen_kwargs = {\n", + " \"temperature\": 0,\n", + " \"repetition_penalty\": 1.2,\n", + "}\n", + "\n", + "def call_llm_finetuned_baseten(prompt):\n", + " output = model(\n", + " prompt,\n", + " max_new_tokens=512,\n", + " early_stopping=True,\n", + " **gen_kwargs\n", + " )\n", + " return output[0]\n", + "\n", + "### Config below which LLM to Use\n", + "\n", + "call_llm = call_llm_finetuned_openai\n" ] }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -117,50 +162,24 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "task maud_change_in_law:__subject_to_\"disproportionate_impact\"_modifier\n", - "\n", - "request took 3.805708885192871\n", - "task balanced accuracy: 1.0\n", - "\n", - "task maud_fiduciary_exception:__board_determination_standard\n", - "\n", - "request took 1.0872490406036377\n", + "task cuad_ip_ownership_assignment\n", "task balanced accuracy: 1.0\n", "\n", - "task contract_nli_notice_on_compelled_disclosure\n", - "\n", - "request took 147.55259203910828\n", - "\n", - "request took 152.9378478527069\n", - "\n", - "request took 151.59520721435547\n", - "\n", - "request took 154.38736081123352\n", - "\n", - "request took 152.96601271629333\n", - "\n", - "request took 180.8879361152649\n", - "\n", - "request took 153.9524908065796\n", - "\n", - "request took 160.44596099853516\n", - "task balanced accuracy: 0.0\n", - "\n", - "task diversity_6\n" + "task sara_numeric\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/miguel/.virtualenvs/legalbencheval/lib/python3.10/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true\n", + "/Users/asiah/Documents/gpt/llmlaw/.venv/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true\n", " warnings.warn(\"y_pred contains classes not in y_true\")\n" ] }, @@ -168,68 +187,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - "request took 133.1644549369812\n", - "\n", - "request took 134.0045039653778\n", - "\n", - "request took 131.24257731437683\n", - "\n", - "request took 145.99635815620422\n", - "\n", - "request took 133.32334804534912\n", - "\n", - "request took 133.69695782661438\n", "task balanced accuracy: 0.0\n", "\n", - "task opp115_third_party_sharing_collection\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/miguel/.virtualenvs/legalbencheval/lib/python3.10/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true\n", - " warnings.warn(\"y_pred contains classes not in y_true\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "request took 115.00699591636658\n", - "\n", - "request took 111.51435327529907\n", - "\n", - "request took 112.91970610618591\n", - "\n", - "request took 113.22303605079651\n", - "\n", - "request took 120.68412208557129\n", - "\n", - "request took 112.27995800971985\n", - "\n", - "request took 123.01961588859558\n", - "\n", - "request took 195.04768300056458\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/miguel/.virtualenvs/legalbencheval/lib/python3.10/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true\n", - " warnings.warn(\"y_pred contains classes not in y_true\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "task balanced accuracy: 0.0\n", + "task contract_nli_sharing_with_employees\n", + "task balanced accuracy: 1.0\n", "\n", - "Total Balanced Accuracy: 0.4\n" + "task diversity_5\n", + "task balanced accuracy: 0.875\n", + "\n", + "task cuad_exclusivity\n", + "task balanced accuracy: 1.0\n", + "\n", + "Total Balanced Accuracy: 0.775\n" ] } ], @@ -238,10 +207,154 @@ "\n", "# warnings are to be expected\n", "\n", - "random.seed(0)\n", + "random.seed(1)\n", "report = evaluate(tasks=random.sample(TASKS, 5), tasks_dir=tasks_dir)" ] }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cuad_ip_ownership_assignment': {0: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 1: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 2: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 3: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 4: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 5: {'prompt': 'Does intellectual property created by one party become the property of the counterparty, either per the terms of the contract or upon the occurrence of certain events?\\n\\nClause: However, to the extent that any Work may not, by operation of any Laws, be a work made for hire, MD Anderson hereby assigns, transfers and conveys to LBIO all of MD Anderson\\'s worldwide right, title and interest in and to such Work, including all Intellectual Property Rights therein and relating thereto, subject to MD Anderson\\'s right to use such Work for internal research, academic, and non-commercial patient care purposes prior to publication or public disclosure.\\nLabel: Yes\\n\\nClause: If Parent or SpinCo is unable to obtain, or to cause to be obtained, any such required consent, substitution, approval, amendment or release as set forth in Section 2.4(a) and the applicable member of the Parent Group continues to be bound by such agreement, lease, license or other obligation or Liability (each, an \"Unreleased SpinCo IP Liability\"), SpinCo shall, to the extent not prohibited by Law, as indemnitor, guarantor, agent or subcontractor for such member of the Parent Group, as the case may be, (i) pay, perform and discharge fully all the obligations or other Liabilities of such member of the Parent Group that constitute Unreleased SpinCo IP Liabilities from and after the Effective Time and (ii) use its commercially reasonable efforts to effect such payment, performance or discharge prior to any demand for such payment, performance or discharge is permitted to be made by the obligee thereunder on any member of the Parent Group.\\nLabel: Yes\\n\\nClause: The right, title and interest in and to the Company-Skype Branded Content shall be owned by Skype to the extent made up of the Skype Rights which have been integrated into the Company-Skype Branded Content, and by the Online Group to the extent made up of the Group Rights which have been integrated into the Company-Skype Branded Content.\\nLabel: Yes\\n\\nClause: All sales towards customers for bunker fuel will be carried out exclusively by Bunker One in accordance to the terms set forth herein. As such all communication with customers shall go via Bunker One unless otherwise is specific written agreed in advance.\\nLabel: No\\n\\nClause: The parties acknowledge and agree that a \"Release Condition\" for purposes of the Escrow Agreement shall be deemed to mean any one or more of the following listed events (in addition to any other event specified as a release condition under the Escrow Agreement): (i) Ehave makes a general assignment for the benefit of creditors; (ii) Ehave voluntarily institutes any bankruptcy, insolvency, reorganization, moratorium, arrangement, readjustment or debt, dissolution, liquidation or similar proceeding relating to it under the laws of any jurisdiction, or any such proceeding is instituted against Ehave and is not dismissed within sixty (60) Business Days; or any judgment, writ, warrant or attachment or execution of similar process is issued or levied against a substantial part of Ehave\\'s property and remains unsatisfied for sixty (60) Business Days; or Ehave applies for or consents to the appointment of any receiver, trustee or similar officer for it or for all or any substantial part of its property; or such receiver, trustee or similar officer is appointed without the consent of Ehave; (iii) Ehave consents to the filing of a petition of bankruptcy against it; (iv) a petition of bankruptcy is filed against Ehave which is not discharged within sixty (60) days; (v) Ehave becomes or is adjudicated by a court of competent jurisdiction as being bankrupt or insolvent or admits in writing its inability to pay its debts as they mature; Ehave ceases doing business as a going concern; (vi) Ehave undergoes a change of control or is a party to a merger or amalgamation; (vii) Ehave takes steps to dissolve, liquidate, wind up or otherwise terminate its existence; (viii) Ehave has terminated its provision of or ceased to provide the Ehave Companion Solution or support services for a continuing period of fifteen (15) Business Days or more, except pursuant to the termination of this Agreement by Ehave in accordance with its rights contained hrein.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel: No\\n\\nClause: Either parties voting stock is transferred to any third party to such extent as to result in a change in effective control of the company or its ownership or active management is changed in any other manner.\\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 'balanced_accuracy': 1.0},\n", + " 'sara_numeric': {0: {'prompt': 'Answer the following questions.\\n\\nStatute: §3301. Rate of tax

There is hereby imposed on every employer (as defined in section 3306(a)) for each calendar year an excise tax, with respect to having individuals in his employ, equal to 6 percent of the total wages (as defined in section 3306(b)) paid by such employer during the calendar year with respect to employment (as defined in section 3306(c)).
§1. Tax imposed

(a) Married individuals filing joint returns and surviving spouses

There is hereby imposed on the taxable income of-

(1) every married individual (as defined in section 7703) who makes a single return jointly with his spouse, and

(2) every surviving spouse (as defined in section 2(a)),

a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $36,900;
(ii) $5,535, plus 28% of the excess over $36,900 if the taxable income is over $36,900 but not over $89,150;
(iii) $20,165, plus 31% of the excess over $89,150 if the taxable income is over $89,150 but not over $140,000;
(iv) $35,928.50, plus 36% of the excess over $140,000 if the taxable income is over $140,000 but not over $250,000;
(v) $75,528.50, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(b) Heads of households

There is hereby imposed on the taxable income of every head of a household (as defined in section 2(b)) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $29,600;
(ii) $4,440, plus 28% of the excess over $29,600 if the taxable income is over $29,600 but not over $76,400;
(iii) $17,544, plus 31% of the excess over $76,400 if the taxable income is over $76,400 but not over $127,500;
(iv) $33,385, plus 36% of the excess over $127,500 if the taxable income is over $127,500 but not over $250,000;
(v) $77,485, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(c) Unmarried individuals (other than surviving spouses and heads of households)

There is hereby imposed on the taxable income of every individual (other than a surviving spouse as defined in section 2(a) or the head of a household as defined in section 2(b)) who is not a married individual (as defined in section 7703) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $22,100;
(ii) $3,315, plus 28% of the excess over $22,100 if the taxable income is over $22,100 but not over $53,500;
(iii) $12,107, plus 31% of the excess over $53,500 if the taxable income is over $53,500 but not over $115,000;
(iv) $31,172, plus 36% of the excess over $115,000 if the taxable income is over $115,000 but not over $250,000;
(v) $79,772, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(d) Married individuals filing separate returns

There is hereby imposed on the taxable income of every married individual (as defined in section 7703) who does not make a single return jointly with his spouse, a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $18,450;
(ii) $2,767.50, plus 28% of the excess over $18,450 if the taxable income is over $18,450 but not over $44,575;
(iii) $10,082.50, plus 31% of the excess over $44,575 if the taxable income is over $44,575 but not over $70,000;
(iv) $17,964.25, plus 36% of the excess over $70,000 if the taxable income is over $70,000 but not over $125,000;
(v) $37,764.25, plus 39.6% of the excess over $125,000 if the taxable income is over $125,000

§3306. Definitions

(a) Employer

(1) In general

The term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $1,500 or more, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least one individual in employment for some portion of the day.

For purposes of this paragraph, there shall not be taken into account any wages paid to, or employment of, an employee performing domestic services referred to in paragraph (3).

(2) Agricultural labor

In the case of agricultural labor, the term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $20,000 or more for agricultural labor, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least 5 individuals in employment in agricultural labor for some portion of the day.

(3) Domestic service

In the case of domestic service in a private home, local college club, or local chapter of a college fraternity or sorority, the term \"employer\" means, with respect to any calendar year, any person who during the calendar year or the preceding calendar year paid wages in cash of $1,000 or more for such service.

(4) Special rule

A person treated as an employer under paragraph (3) shall not be treated as an employer with respect to wages paid for any service other than domestic service referred to in paragraph (3) unless such person is treated as an employer under paragraph (1) or (2) with respect to such other service.

(b) Wages

For purposes of this chapter, the term \"wages\" means all remuneration for employment, including the cash value of all remuneration (including benefits) paid in any medium other than cash; except that such term shall not include-

(1) that part of the remuneration which, after remuneration (other than remuneration referred to in the succeeding paragraphs of this subsection) equal to $7,000 with respect to employment has been paid to an individual by an employer during any calendar year, is paid to such individual by such employer during such calendar year;

(2) the amount of any payment (including any amount paid by an employer for insurance or annuities, or into a fund, to provide for any such payment) made to, or on behalf of, an employee or any of his dependents under a plan or system established by an employer which makes provision for his employees generally (or for his employees generally and their dependents) or for a class or classes of his employees (or for a class or classes of his employees and their dependents), on account of-

(A) sickness or accident disability, or

(C) death;

(7) remuneration paid in any medium other than cash to an employee for service not in the course of the employer\\'s trade or business;

(10) any payment or series of payments by an employer to an employee or any of his dependents which is paid-

(A) upon or after the termination of an employee\\'s employment relationship because of (i) death, or (ii) retirement for disability, and

(B) under a plan established by the employer which makes provision for his employees generally or a class or classes of his employees (or for such employees or class or classes of employees and their dependents),

other than any such payment or series of payments which would have been paid if the employee\\'s employment relationship had not been so terminated;

(11) remuneration for agricultural labor paid in any medium other than cash;

(15) any payment made by an employer to a survivor or the estate of a former employee after the calendar year in which such employee died;

(c) Employment

For purposes of this chapter, the term \"employment\" means any service, of whatever nature,

(A) performed by an employee for the person employing him, irrespective of the citizenship or residence of either, within the United States, and

(B) performed outside the United States (except in a contiguous country with which the United States has an agreement relating to unemployment compensation) by a citizen of the United States as an employee of an American employer, except-

(1) agricultural labor unless-

(A) such labor is performed for a person who-

(i) during the calendar year or the preceding calendar year paid remuneration in cash of $20,000 or more to individuals employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)), or

(ii) on each of some 10 days during the calendar year or the preceding calendar year, each day being in a different calendar week, employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)) for some portion of the day (whether or not at the same moment of time) 5 or more individuals; and

(B) such labor is not agricultural labor performed by an individual who is an alien admitted to the United States to perform agricultural labor pursuant to sections 214(c) and 101(a)(15)(H) of the Immigration and Nationality Act.

(2) domestic service in a private home, local college club, or local chapter of a college fraternity or sorority unless performed for a person who paid cash remuneration of $1,000 or more to individuals employed in such domestic service in the calendar year or the preceding calendar year;

(5)

(A) service performed by an individual in the employ of his son, daughter, or spouse;

(B) service performed by a child under the age of 21 in the employ of his father or mother;

(6) service performed in the employ of the United States Government

(7) service performed in the employ of a State, or any political subdivision thereof.

(10)

(A) service performed in the employ of a school, college, or university, if such service is performed

(i) by a student who is enrolled and is regularly attending classes at such school, college, or university, or

(ii) by the spouse of such a student, or

(B) service performed in the employ of a hospital, if such service is performed by a patient of such hospital;

(11) service performed in the employ of a foreign government (including service as a consular or other officer or employee or a nondiplomatic representative);

(13) service performed as a student nurse in the employ of a hospital or a nurses\\' training school by an individual who is enrolled and is regularly attending classes in a nurses\\' training school;

(16) service performed in the employ of an international organization;

(21) service performed by a person committed to a penal institution.

§63. Taxable income defined

(a) In general

Except as provided in subsection (b), for purposes of this subtitle, the term \"taxable income\" means gross income minus the deductions allowed by this chapter (other than the standard deduction).

(b) Individuals who do not itemize their deductions

In the case of an individual who does not elect to itemize his deductions for the taxable year, for purposes of this subtitle, the term \"taxable income\" means adjusted gross income, minus-

(1) the standard deduction, and

(2) the deduction for personal exemptions provided in section 151.

(c) Standard deduction

For purposes of this subtitle-

(1) In general

Except as otherwise provided in this subsection, the term \"standard deduction\" means the sum of-

(A) the basic standard deduction, and

(B) the additional standard deduction.

(2) Basic standard deduction

For purposes of paragraph (1), the basic standard deduction is-

(A) 200 percent of the dollar amount in effect under subparagraph (C) for the taxable year in the case of-

(i) a joint return, or

(ii) a surviving spouse (as defined in section 2(a)),

(B) $4,400 in the case of a head of household (as defined in section 2(b)), or

(C) $3,000 in any other case.

(3) Additional standard deduction for aged and blind

For purposes of paragraph (1), the additional standard deduction is the sum of each additional amount to which the taxpayer is entitled under subsection (f).

(5) Limitation on basic standard deduction in the case of certain dependents

In the case of an individual with respect to whom a deduction under section 151 is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the basic standard deduction applicable to such individual for such individual\\'s taxable year shall not exceed the greater of-

(A) $500, or

(B) the sum of $250 and such individual\\'s earned income.

(6) Certain individuals, etc., not eligible for standard deduction

In the case of-

(A) a married individual filing a separate return where either spouse itemizes deductions,

(B) a nonresident alien individual, or

(D) an estate or trust, common trust fund, or partnership,

the standard deduction shall be zero.

(7) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026-

Paragraph (2) shall be applied-

(i) by substituting \"$18,000\" for \"$4,400\" in subparagraph (B), and

(ii) by substituting \"$12,000\" for \"$3,000\" in subparagraph (C).

(d) Itemized deductions

For purposes of this subtitle, the term \"itemized deductions\" means the deductions allowable under this chapter other than-

(1) the deductions allowable in arriving at adjusted gross income, and

(2) the deduction for personal exemptions provided by section 151.

(f) Aged or blind additional amounts

(1) Additional amounts for the aged

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he has attained age 65 before the close of his taxable year, and

(B) for the spouse of the taxpayer if the spouse has attained age 65 before the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

(2) Additional amount for blind

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he is blind at the close of the taxable year, and

(B) for the spouse of the taxpayer if the spouse is blind as of the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

For purposes of subparagraph (B), if the spouse dies during the taxable year the determination of whether such spouse is blind shall be made as of the time of such death.

(3) Higher amount for certain unmarried individuals

In the case of an individual who is not married and is not a surviving spouse, paragraphs (1) and (2) shall be applied by substituting \"$750\" for \"$600\".

(g) Marital status

For purposes of this section, marital status shall be determined under section 7703.

§2. Definitions and special rules

(a) Definition of surviving spouse

(1) In general

For purposes of section 1, the term \"surviving spouse\" means a taxpayer-

(A) whose spouse died during either of the two years immediately preceding the taxable year, and

(B) who maintains as his home a household which constitutes for the taxable year the principal place of abode (as a member of such household) of a dependent (i) who (within the meaning of section 152) is a son, stepson, daughter, or stepdaughter of the taxpayer, and (ii) with respect to whom the taxpayer is entitled to a deduction for the taxable year under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Limitations

Notwithstanding paragraph (1), for purposes of section 1 a taxpayer shall not be considered to be a surviving spouse-

(A) if the taxpayer has remarried at any time before the close of the taxable year, or

(B) unless, for the taxpayer\\'s taxable year during which his spouse died, a joint return could have been made. A husband and wife may make a single return jointly of income taxes, even though one of the spouses has neither gross income nor deductions, except that no joint return shall be made if either the husband or wife at any time during the taxable year is a nonresident alien.

(b) Definition of head of household

(1) In general

An individual shall be considered a head of a household if, and only if, such individual is not married at the close of his taxable year, is not a surviving spouse (as defined in subsection (a)), and either-

(A) maintains as his home a household which constitutes for more than one-half of such taxable year the principal place of abode, as a member of such household, of-

(i) a qualifying child of the individual (as defined in section 152(c)), but not if such child-

(I) is married at the close of the taxpayer\\'s taxable year, and

(II) is not a dependent of such individual by reason of section 152(b)(2) or

(ii) any other person who is a dependent of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such person under section 151, or

(B) maintains a household which constitutes for such taxable year the principal place of abode of the father or mother of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such father or mother under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Determination of status

Notwithstanding paragraph (1),

(A) an individual who is legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married;

(B) a taxpayer shall be considered as not married at the close of his taxable year if at any time during the taxable year his spouse is a nonresident alien; and

(C) a taxpayer shall be considered as married at the close of his taxable year if his spouse (other than a spouse described in subparagraph (B)) died during the taxable year.

(3) Limitations

Notwithstanding paragraph (1), for purposes of this subtitle a taxpayer shall not be considered to be a head of a household-

(A) if at any time during the taxable year he is a nonresident alien; or

(B) by reason of an individual who would not be a dependent for the taxable year but for subparagraph (H) of section 152(d)(2).

§7703. Determination of marital status

(a) General rule

(1) the determination of whether an individual is married shall be made as of the close of his taxable year; except that if his spouse dies during his taxable year such determination shall be made as of the time of such death; and

(2) an individual legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married.

(b) Certain married individuals living apart

For purposes of those provisions of this title which refer to this subsection, if-

(1) an individual who is married (within the meaning of subsection (a)) and who files a separate return maintains as his home a household which constitutes for more than one-half of the taxable year the principal place of abode of a child with respect to whom such individual is entitled to a deduction for the taxable year under section 151,

(2) such individual furnishes over one-half of the cost of maintaining such household during the taxable year, and

(3) during the last 6 months of the taxable year, such individual\\'s spouse is not a member of such household,

such individual shall not be considered as married.

§151. Allowance of deductions for personal exemptions

(a) Allowance of deductions

In the case of an individual, the exemptions provided by this section shall be allowed as deductions in computing taxable income.

(b) Taxpayer and spouse

An exemption of the exemption amount for the taxpayer; and an additional exemption of the exemption amount for the spouse of the taxpayer if a joint return is not made by the taxpayer and his spouse, and if the spouse, for the calendar year in which the taxable year of the taxpayer begins, has no gross income and is not the dependent of another taxpayer.

(c) Additional exemption for dependents

An exemption of the exemption amount for each individual who is a dependent (as defined in section 152) of the taxpayer for the taxable year.

(d) Exemption amount

For purposes of this section-

(1) In general

Except as otherwise provided in this subsection, the term \"exemption amount\" means $2,000.

(2) Exemption amount disallowed in case of certain dependents

In the case of an individual with respect to whom a deduction under this section is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the exemption amount applicable to such individual for such individual\\'s taxable year shall be zero.

(3) Phaseout

(A) In general

In the case of any taxpayer whose adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b), the exemption amount shall be reduced by the applicable percentage.

(B) Applicable percentage

For purposes of subparagraph (A), the term \"applicable percentage\" means 2 percentage points for each $2,500 (or fraction thereof) by which the taxpayer\\'s adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b). In the case of a married individual filing a separate return, the preceding sentence shall be applied by substituting \"$1,250\" for \"$2,500\". In no event shall the applicable percentage exceed 100 percent.

(5) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026, the term \"exemption amount\" means zero.

§152. Dependent defined

(a) In general

For purposes of this subtitle, the term \"dependent\" means-

(1) a qualifying child, or

(2) a qualifying relative.

(b) Exceptions

For purposes of this section-

(1) Dependents ineligible

If an individual is a dependent of a taxpayer for any taxable year of such taxpayer beginning in a calendar year, such individual shall be treated as having no dependents for any taxable year of such individual beginning in such calendar year.

(2) Married dependents

An individual shall not be treated as a dependent of a taxpayer under subsection (a) if such individual has made a joint return with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(c) Qualifying child

For purposes of this section-

(1) In general

The term \"qualifying child\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has the same principal place of abode as the taxpayer for more than one-half of such taxable year,

(C) who meets the age requirements of paragraph (3), and

(E) who has not filed a joint return (other than only for a claim of refund) with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if such individual is-

(A) a child of the taxpayer or a descendant of such a child, or

(B) a brother, sister, stepbrother, or stepsister of the taxpayer or a descendant of any such relative.

(3) Age requirements

For purposes of paragraph (1)(C), an individual meets the requirements of this paragraph if such individual is younger than the taxpayer claiming such individual as a qualifying child and is less than 25 years old at the end of the taxable year.

(d) Qualifying relative

For purposes of this section-

(1) In general

The term \"qualifying relative\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has no income for the calendar year in which such taxable year begins, and

(D) who is not a qualifying child of such taxpayer or of any other taxpayer for any taxable year beginning in the calendar year in which such taxable year begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if the individual is any of the following with respect to the taxpayer:

(A) A child or a descendant of a child.

(B) A brother, sister, stepbrother, or stepsister.

(C) The father or mother, or an ancestor of either.

(D) A stepfather or stepmother.

(E) A son or daughter of a brother or sister of the taxpayer.

(F) A brother or sister of the father or mother of the taxpayer.

(G) A son-in-law, daughter-in-law, father-in-law, mother-in-law, brother-in-law, or sister-in-law.

(H) An individual (other than an individual who at any time during the taxable year was the spouse, determined without regard to section 7703, of the taxpayer) who, for the taxable year of the taxpayer, has the same principal place of abode as the taxpayer and is a member of the taxpayer\\'s household.

§68. Overall limitation on itemized deductions

(a) General rule

In the case of an individual whose adjusted gross income exceeds the applicable amount, the amount of the itemized deductions otherwise allowable for the taxable year shall be reduced by the lesser of-

(1) 3 percent of the excess of adjusted gross income over the applicable amount, or

(2) 80 percent of the amount of the itemized deductions otherwise allowable for such taxable year.

(b) Applicable amount

(1) In general

For purposes of this section, the term \"applicable amount\" means-

(A) $300,000 in the case of a joint return or a surviving spouse (as defined in section 2(a)),

(B) $275,000 in the case of a head of household (as defined in section 2(b)),

(C) $250,000 in the case of an individual who is not married and who is not a surviving spouse or head of household, and

(D) 1/2 the amount applicable under subparagraph (A) in the case of a married individual filing a separate return.

For purposes of this paragraph, marital status shall be determined under section 7703.

(f) Section not to apply

This section shall not apply to any taxable year beginning after December 31, 2017, and before January 1, 2026.

\\nDescription: Alice and Bob got married on Feb 3rd, 1992. Alice paid each of her 87 employees $5207 for work done in 2015. Alice paid each of her 70 employees $6341 for work done in 2016. Alice and Bob file jointly in 2015 and had no income. They take the standard deduction.\\nQuestion: How much tax does Alice have to pay in 2015?. State the amount first.\\nAnswer:',\n", + " 'generated_output': 'Alice does not have to pay any tax in 2015.',\n", + " 'correct_output': '$27181',\n", + " 'success': False},\n", + " 1: {'prompt': 'Answer the following questions.\\n\\nStatute: §3301. Rate of tax

There is hereby imposed on every employer (as defined in section 3306(a)) for each calendar year an excise tax, with respect to having individuals in his employ, equal to 6 percent of the total wages (as defined in section 3306(b)) paid by such employer during the calendar year with respect to employment (as defined in section 3306(c)).
§1. Tax imposed

(a) Married individuals filing joint returns and surviving spouses

There is hereby imposed on the taxable income of-

(1) every married individual (as defined in section 7703) who makes a single return jointly with his spouse, and

(2) every surviving spouse (as defined in section 2(a)),

a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $36,900;
(ii) $5,535, plus 28% of the excess over $36,900 if the taxable income is over $36,900 but not over $89,150;
(iii) $20,165, plus 31% of the excess over $89,150 if the taxable income is over $89,150 but not over $140,000;
(iv) $35,928.50, plus 36% of the excess over $140,000 if the taxable income is over $140,000 but not over $250,000;
(v) $75,528.50, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(b) Heads of households

There is hereby imposed on the taxable income of every head of a household (as defined in section 2(b)) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $29,600;
(ii) $4,440, plus 28% of the excess over $29,600 if the taxable income is over $29,600 but not over $76,400;
(iii) $17,544, plus 31% of the excess over $76,400 if the taxable income is over $76,400 but not over $127,500;
(iv) $33,385, plus 36% of the excess over $127,500 if the taxable income is over $127,500 but not over $250,000;
(v) $77,485, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(c) Unmarried individuals (other than surviving spouses and heads of households)

There is hereby imposed on the taxable income of every individual (other than a surviving spouse as defined in section 2(a) or the head of a household as defined in section 2(b)) who is not a married individual (as defined in section 7703) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $22,100;
(ii) $3,315, plus 28% of the excess over $22,100 if the taxable income is over $22,100 but not over $53,500;
(iii) $12,107, plus 31% of the excess over $53,500 if the taxable income is over $53,500 but not over $115,000;
(iv) $31,172, plus 36% of the excess over $115,000 if the taxable income is over $115,000 but not over $250,000;
(v) $79,772, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(d) Married individuals filing separate returns

There is hereby imposed on the taxable income of every married individual (as defined in section 7703) who does not make a single return jointly with his spouse, a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $18,450;
(ii) $2,767.50, plus 28% of the excess over $18,450 if the taxable income is over $18,450 but not over $44,575;
(iii) $10,082.50, plus 31% of the excess over $44,575 if the taxable income is over $44,575 but not over $70,000;
(iv) $17,964.25, plus 36% of the excess over $70,000 if the taxable income is over $70,000 but not over $125,000;
(v) $37,764.25, plus 39.6% of the excess over $125,000 if the taxable income is over $125,000

§3306. Definitions

(a) Employer

(1) In general

The term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $1,500 or more, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least one individual in employment for some portion of the day.

For purposes of this paragraph, there shall not be taken into account any wages paid to, or employment of, an employee performing domestic services referred to in paragraph (3).

(2) Agricultural labor

In the case of agricultural labor, the term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $20,000 or more for agricultural labor, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least 5 individuals in employment in agricultural labor for some portion of the day.

(3) Domestic service

In the case of domestic service in a private home, local college club, or local chapter of a college fraternity or sorority, the term \"employer\" means, with respect to any calendar year, any person who during the calendar year or the preceding calendar year paid wages in cash of $1,000 or more for such service.

(4) Special rule

A person treated as an employer under paragraph (3) shall not be treated as an employer with respect to wages paid for any service other than domestic service referred to in paragraph (3) unless such person is treated as an employer under paragraph (1) or (2) with respect to such other service.

(b) Wages

For purposes of this chapter, the term \"wages\" means all remuneration for employment, including the cash value of all remuneration (including benefits) paid in any medium other than cash; except that such term shall not include-

(1) that part of the remuneration which, after remuneration (other than remuneration referred to in the succeeding paragraphs of this subsection) equal to $7,000 with respect to employment has been paid to an individual by an employer during any calendar year, is paid to such individual by such employer during such calendar year;

(2) the amount of any payment (including any amount paid by an employer for insurance or annuities, or into a fund, to provide for any such payment) made to, or on behalf of, an employee or any of his dependents under a plan or system established by an employer which makes provision for his employees generally (or for his employees generally and their dependents) or for a class or classes of his employees (or for a class or classes of his employees and their dependents), on account of-

(A) sickness or accident disability, or

(C) death;

(7) remuneration paid in any medium other than cash to an employee for service not in the course of the employer\\'s trade or business;

(10) any payment or series of payments by an employer to an employee or any of his dependents which is paid-

(A) upon or after the termination of an employee\\'s employment relationship because of (i) death, or (ii) retirement for disability, and

(B) under a plan established by the employer which makes provision for his employees generally or a class or classes of his employees (or for such employees or class or classes of employees and their dependents),

other than any such payment or series of payments which would have been paid if the employee\\'s employment relationship had not been so terminated;

(11) remuneration for agricultural labor paid in any medium other than cash;

(15) any payment made by an employer to a survivor or the estate of a former employee after the calendar year in which such employee died;

(c) Employment

For purposes of this chapter, the term \"employment\" means any service, of whatever nature,

(A) performed by an employee for the person employing him, irrespective of the citizenship or residence of either, within the United States, and

(B) performed outside the United States (except in a contiguous country with which the United States has an agreement relating to unemployment compensation) by a citizen of the United States as an employee of an American employer, except-

(1) agricultural labor unless-

(A) such labor is performed for a person who-

(i) during the calendar year or the preceding calendar year paid remuneration in cash of $20,000 or more to individuals employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)), or

(ii) on each of some 10 days during the calendar year or the preceding calendar year, each day being in a different calendar week, employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)) for some portion of the day (whether or not at the same moment of time) 5 or more individuals; and

(B) such labor is not agricultural labor performed by an individual who is an alien admitted to the United States to perform agricultural labor pursuant to sections 214(c) and 101(a)(15)(H) of the Immigration and Nationality Act.

(2) domestic service in a private home, local college club, or local chapter of a college fraternity or sorority unless performed for a person who paid cash remuneration of $1,000 or more to individuals employed in such domestic service in the calendar year or the preceding calendar year;

(5)

(A) service performed by an individual in the employ of his son, daughter, or spouse;

(B) service performed by a child under the age of 21 in the employ of his father or mother;

(6) service performed in the employ of the United States Government

(7) service performed in the employ of a State, or any political subdivision thereof.

(10)

(A) service performed in the employ of a school, college, or university, if such service is performed

(i) by a student who is enrolled and is regularly attending classes at such school, college, or university, or

(ii) by the spouse of such a student, or

(B) service performed in the employ of a hospital, if such service is performed by a patient of such hospital;

(11) service performed in the employ of a foreign government (including service as a consular or other officer or employee or a nondiplomatic representative);

(13) service performed as a student nurse in the employ of a hospital or a nurses\\' training school by an individual who is enrolled and is regularly attending classes in a nurses\\' training school;

(16) service performed in the employ of an international organization;

(21) service performed by a person committed to a penal institution.

§63. Taxable income defined

(a) In general

Except as provided in subsection (b), for purposes of this subtitle, the term \"taxable income\" means gross income minus the deductions allowed by this chapter (other than the standard deduction).

(b) Individuals who do not itemize their deductions

In the case of an individual who does not elect to itemize his deductions for the taxable year, for purposes of this subtitle, the term \"taxable income\" means adjusted gross income, minus-

(1) the standard deduction, and

(2) the deduction for personal exemptions provided in section 151.

(c) Standard deduction

For purposes of this subtitle-

(1) In general

Except as otherwise provided in this subsection, the term \"standard deduction\" means the sum of-

(A) the basic standard deduction, and

(B) the additional standard deduction.

(2) Basic standard deduction

For purposes of paragraph (1), the basic standard deduction is-

(A) 200 percent of the dollar amount in effect under subparagraph (C) for the taxable year in the case of-

(i) a joint return, or

(ii) a surviving spouse (as defined in section 2(a)),

(B) $4,400 in the case of a head of household (as defined in section 2(b)), or

(C) $3,000 in any other case.

(3) Additional standard deduction for aged and blind

For purposes of paragraph (1), the additional standard deduction is the sum of each additional amount to which the taxpayer is entitled under subsection (f).

(5) Limitation on basic standard deduction in the case of certain dependents

In the case of an individual with respect to whom a deduction under section 151 is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the basic standard deduction applicable to such individual for such individual\\'s taxable year shall not exceed the greater of-

(A) $500, or

(B) the sum of $250 and such individual\\'s earned income.

(6) Certain individuals, etc., not eligible for standard deduction

In the case of-

(A) a married individual filing a separate return where either spouse itemizes deductions,

(B) a nonresident alien individual, or

(D) an estate or trust, common trust fund, or partnership,

the standard deduction shall be zero.

(7) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026-

Paragraph (2) shall be applied-

(i) by substituting \"$18,000\" for \"$4,400\" in subparagraph (B), and

(ii) by substituting \"$12,000\" for \"$3,000\" in subparagraph (C).

(d) Itemized deductions

For purposes of this subtitle, the term \"itemized deductions\" means the deductions allowable under this chapter other than-

(1) the deductions allowable in arriving at adjusted gross income, and

(2) the deduction for personal exemptions provided by section 151.

(f) Aged or blind additional amounts

(1) Additional amounts for the aged

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he has attained age 65 before the close of his taxable year, and

(B) for the spouse of the taxpayer if the spouse has attained age 65 before the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

(2) Additional amount for blind

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he is blind at the close of the taxable year, and

(B) for the spouse of the taxpayer if the spouse is blind as of the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

For purposes of subparagraph (B), if the spouse dies during the taxable year the determination of whether such spouse is blind shall be made as of the time of such death.

(3) Higher amount for certain unmarried individuals

In the case of an individual who is not married and is not a surviving spouse, paragraphs (1) and (2) shall be applied by substituting \"$750\" for \"$600\".

(g) Marital status

For purposes of this section, marital status shall be determined under section 7703.

§2. Definitions and special rules

(a) Definition of surviving spouse

(1) In general

For purposes of section 1, the term \"surviving spouse\" means a taxpayer-

(A) whose spouse died during either of the two years immediately preceding the taxable year, and

(B) who maintains as his home a household which constitutes for the taxable year the principal place of abode (as a member of such household) of a dependent (i) who (within the meaning of section 152) is a son, stepson, daughter, or stepdaughter of the taxpayer, and (ii) with respect to whom the taxpayer is entitled to a deduction for the taxable year under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Limitations

Notwithstanding paragraph (1), for purposes of section 1 a taxpayer shall not be considered to be a surviving spouse-

(A) if the taxpayer has remarried at any time before the close of the taxable year, or

(B) unless, for the taxpayer\\'s taxable year during which his spouse died, a joint return could have been made. A husband and wife may make a single return jointly of income taxes, even though one of the spouses has neither gross income nor deductions, except that no joint return shall be made if either the husband or wife at any time during the taxable year is a nonresident alien.

(b) Definition of head of household

(1) In general

An individual shall be considered a head of a household if, and only if, such individual is not married at the close of his taxable year, is not a surviving spouse (as defined in subsection (a)), and either-

(A) maintains as his home a household which constitutes for more than one-half of such taxable year the principal place of abode, as a member of such household, of-

(i) a qualifying child of the individual (as defined in section 152(c)), but not if such child-

(I) is married at the close of the taxpayer\\'s taxable year, and

(II) is not a dependent of such individual by reason of section 152(b)(2) or

(ii) any other person who is a dependent of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such person under section 151, or

(B) maintains a household which constitutes for such taxable year the principal place of abode of the father or mother of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such father or mother under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Determination of status

Notwithstanding paragraph (1),

(A) an individual who is legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married;

(B) a taxpayer shall be considered as not married at the close of his taxable year if at any time during the taxable year his spouse is a nonresident alien; and

(C) a taxpayer shall be considered as married at the close of his taxable year if his spouse (other than a spouse described in subparagraph (B)) died during the taxable year.

(3) Limitations

Notwithstanding paragraph (1), for purposes of this subtitle a taxpayer shall not be considered to be a head of a household-

(A) if at any time during the taxable year he is a nonresident alien; or

(B) by reason of an individual who would not be a dependent for the taxable year but for subparagraph (H) of section 152(d)(2).

§7703. Determination of marital status

(a) General rule

(1) the determination of whether an individual is married shall be made as of the close of his taxable year; except that if his spouse dies during his taxable year such determination shall be made as of the time of such death; and

(2) an individual legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married.

(b) Certain married individuals living apart

For purposes of those provisions of this title which refer to this subsection, if-

(1) an individual who is married (within the meaning of subsection (a)) and who files a separate return maintains as his home a household which constitutes for more than one-half of the taxable year the principal place of abode of a child with respect to whom such individual is entitled to a deduction for the taxable year under section 151,

(2) such individual furnishes over one-half of the cost of maintaining such household during the taxable year, and

(3) during the last 6 months of the taxable year, such individual\\'s spouse is not a member of such household,

such individual shall not be considered as married.

§151. Allowance of deductions for personal exemptions

(a) Allowance of deductions

In the case of an individual, the exemptions provided by this section shall be allowed as deductions in computing taxable income.

(b) Taxpayer and spouse

An exemption of the exemption amount for the taxpayer; and an additional exemption of the exemption amount for the spouse of the taxpayer if a joint return is not made by the taxpayer and his spouse, and if the spouse, for the calendar year in which the taxable year of the taxpayer begins, has no gross income and is not the dependent of another taxpayer.

(c) Additional exemption for dependents

An exemption of the exemption amount for each individual who is a dependent (as defined in section 152) of the taxpayer for the taxable year.

(d) Exemption amount

For purposes of this section-

(1) In general

Except as otherwise provided in this subsection, the term \"exemption amount\" means $2,000.

(2) Exemption amount disallowed in case of certain dependents

In the case of an individual with respect to whom a deduction under this section is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the exemption amount applicable to such individual for such individual\\'s taxable year shall be zero.

(3) Phaseout

(A) In general

In the case of any taxpayer whose adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b), the exemption amount shall be reduced by the applicable percentage.

(B) Applicable percentage

For purposes of subparagraph (A), the term \"applicable percentage\" means 2 percentage points for each $2,500 (or fraction thereof) by which the taxpayer\\'s adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b). In the case of a married individual filing a separate return, the preceding sentence shall be applied by substituting \"$1,250\" for \"$2,500\". In no event shall the applicable percentage exceed 100 percent.

(5) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026, the term \"exemption amount\" means zero.

§152. Dependent defined

(a) In general

For purposes of this subtitle, the term \"dependent\" means-

(1) a qualifying child, or

(2) a qualifying relative.

(b) Exceptions

For purposes of this section-

(1) Dependents ineligible

If an individual is a dependent of a taxpayer for any taxable year of such taxpayer beginning in a calendar year, such individual shall be treated as having no dependents for any taxable year of such individual beginning in such calendar year.

(2) Married dependents

An individual shall not be treated as a dependent of a taxpayer under subsection (a) if such individual has made a joint return with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(c) Qualifying child

For purposes of this section-

(1) In general

The term \"qualifying child\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has the same principal place of abode as the taxpayer for more than one-half of such taxable year,

(C) who meets the age requirements of paragraph (3), and

(E) who has not filed a joint return (other than only for a claim of refund) with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if such individual is-

(A) a child of the taxpayer or a descendant of such a child, or

(B) a brother, sister, stepbrother, or stepsister of the taxpayer or a descendant of any such relative.

(3) Age requirements

For purposes of paragraph (1)(C), an individual meets the requirements of this paragraph if such individual is younger than the taxpayer claiming such individual as a qualifying child and is less than 25 years old at the end of the taxable year.

(d) Qualifying relative

For purposes of this section-

(1) In general

The term \"qualifying relative\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has no income for the calendar year in which such taxable year begins, and

(D) who is not a qualifying child of such taxpayer or of any other taxpayer for any taxable year beginning in the calendar year in which such taxable year begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if the individual is any of the following with respect to the taxpayer:

(A) A child or a descendant of a child.

(B) A brother, sister, stepbrother, or stepsister.

(C) The father or mother, or an ancestor of either.

(D) A stepfather or stepmother.

(E) A son or daughter of a brother or sister of the taxpayer.

(F) A brother or sister of the father or mother of the taxpayer.

(G) A son-in-law, daughter-in-law, father-in-law, mother-in-law, brother-in-law, or sister-in-law.

(H) An individual (other than an individual who at any time during the taxable year was the spouse, determined without regard to section 7703, of the taxpayer) who, for the taxable year of the taxpayer, has the same principal place of abode as the taxpayer and is a member of the taxpayer\\'s household.

§68. Overall limitation on itemized deductions

(a) General rule

In the case of an individual whose adjusted gross income exceeds the applicable amount, the amount of the itemized deductions otherwise allowable for the taxable year shall be reduced by the lesser of-

(1) 3 percent of the excess of adjusted gross income over the applicable amount, or

(2) 80 percent of the amount of the itemized deductions otherwise allowable for such taxable year.

(b) Applicable amount

(1) In general

For purposes of this section, the term \"applicable amount\" means-

(A) $300,000 in the case of a joint return or a surviving spouse (as defined in section 2(a)),

(B) $275,000 in the case of a head of household (as defined in section 2(b)),

(C) $250,000 in the case of an individual who is not married and who is not a surviving spouse or head of household, and

(D) 1/2 the amount applicable under subparagraph (A) in the case of a married individual filing a separate return.

For purposes of this paragraph, marital status shall be determined under section 7703.

(f) Section not to apply

This section shall not apply to any taxable year beginning after December 31, 2017, and before January 1, 2026.

\\nDescription: Alice and Bob got married on Feb 3rd, 1998, and have a son Charlie, born April 1st, 1999. Bob died on Jan 1st, 2017. In 2019, Charlie lives at the house that Alice maintains as her principal place of abode. Alice\\'s gross income for the year 2019 is $236422. Alice takes the standard deduction.\\nQuestion: How much tax does Alice have to pay in 2019?. State the amount first.\\nAnswer:',\n", + " 'generated_output': \"Alice's tax liability for 2019 cannot be determined from the information provided. The tax calculation would require knowledge of Alice's taxable income, which is her gross income minus any deductions. While we know Alice takes the standard deduction, the exact amount of this deduction is not provided. Furthermore, the tax code provided appears to be outdated, as it does not reflect the standard deduction amounts or tax brackets for 2019. As such, it is not possible to accurately calculate Alice's tax liability for 2019 based on the information provided.\",\n", + " 'correct_output': '$62000',\n", + " 'success': False},\n", + " 2: {'prompt': 'Answer the following questions.\\n\\nStatute: §3301. Rate of tax

There is hereby imposed on every employer (as defined in section 3306(a)) for each calendar year an excise tax, with respect to having individuals in his employ, equal to 6 percent of the total wages (as defined in section 3306(b)) paid by such employer during the calendar year with respect to employment (as defined in section 3306(c)).
§1. Tax imposed

(a) Married individuals filing joint returns and surviving spouses

There is hereby imposed on the taxable income of-

(1) every married individual (as defined in section 7703) who makes a single return jointly with his spouse, and

(2) every surviving spouse (as defined in section 2(a)),

a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $36,900;
(ii) $5,535, plus 28% of the excess over $36,900 if the taxable income is over $36,900 but not over $89,150;
(iii) $20,165, plus 31% of the excess over $89,150 if the taxable income is over $89,150 but not over $140,000;
(iv) $35,928.50, plus 36% of the excess over $140,000 if the taxable income is over $140,000 but not over $250,000;
(v) $75,528.50, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(b) Heads of households

There is hereby imposed on the taxable income of every head of a household (as defined in section 2(b)) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $29,600;
(ii) $4,440, plus 28% of the excess over $29,600 if the taxable income is over $29,600 but not over $76,400;
(iii) $17,544, plus 31% of the excess over $76,400 if the taxable income is over $76,400 but not over $127,500;
(iv) $33,385, plus 36% of the excess over $127,500 if the taxable income is over $127,500 but not over $250,000;
(v) $77,485, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(c) Unmarried individuals (other than surviving spouses and heads of households)

There is hereby imposed on the taxable income of every individual (other than a surviving spouse as defined in section 2(a) or the head of a household as defined in section 2(b)) who is not a married individual (as defined in section 7703) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $22,100;
(ii) $3,315, plus 28% of the excess over $22,100 if the taxable income is over $22,100 but not over $53,500;
(iii) $12,107, plus 31% of the excess over $53,500 if the taxable income is over $53,500 but not over $115,000;
(iv) $31,172, plus 36% of the excess over $115,000 if the taxable income is over $115,000 but not over $250,000;
(v) $79,772, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(d) Married individuals filing separate returns

There is hereby imposed on the taxable income of every married individual (as defined in section 7703) who does not make a single return jointly with his spouse, a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $18,450;
(ii) $2,767.50, plus 28% of the excess over $18,450 if the taxable income is over $18,450 but not over $44,575;
(iii) $10,082.50, plus 31% of the excess over $44,575 if the taxable income is over $44,575 but not over $70,000;
(iv) $17,964.25, plus 36% of the excess over $70,000 if the taxable income is over $70,000 but not over $125,000;
(v) $37,764.25, plus 39.6% of the excess over $125,000 if the taxable income is over $125,000

§3306. Definitions

(a) Employer

(1) In general

The term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $1,500 or more, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least one individual in employment for some portion of the day.

For purposes of this paragraph, there shall not be taken into account any wages paid to, or employment of, an employee performing domestic services referred to in paragraph (3).

(2) Agricultural labor

In the case of agricultural labor, the term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $20,000 or more for agricultural labor, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least 5 individuals in employment in agricultural labor for some portion of the day.

(3) Domestic service

In the case of domestic service in a private home, local college club, or local chapter of a college fraternity or sorority, the term \"employer\" means, with respect to any calendar year, any person who during the calendar year or the preceding calendar year paid wages in cash of $1,000 or more for such service.

(4) Special rule

A person treated as an employer under paragraph (3) shall not be treated as an employer with respect to wages paid for any service other than domestic service referred to in paragraph (3) unless such person is treated as an employer under paragraph (1) or (2) with respect to such other service.

(b) Wages

For purposes of this chapter, the term \"wages\" means all remuneration for employment, including the cash value of all remuneration (including benefits) paid in any medium other than cash; except that such term shall not include-

(1) that part of the remuneration which, after remuneration (other than remuneration referred to in the succeeding paragraphs of this subsection) equal to $7,000 with respect to employment has been paid to an individual by an employer during any calendar year, is paid to such individual by such employer during such calendar year;

(2) the amount of any payment (including any amount paid by an employer for insurance or annuities, or into a fund, to provide for any such payment) made to, or on behalf of, an employee or any of his dependents under a plan or system established by an employer which makes provision for his employees generally (or for his employees generally and their dependents) or for a class or classes of his employees (or for a class or classes of his employees and their dependents), on account of-

(A) sickness or accident disability, or

(C) death;

(7) remuneration paid in any medium other than cash to an employee for service not in the course of the employer\\'s trade or business;

(10) any payment or series of payments by an employer to an employee or any of his dependents which is paid-

(A) upon or after the termination of an employee\\'s employment relationship because of (i) death, or (ii) retirement for disability, and

(B) under a plan established by the employer which makes provision for his employees generally or a class or classes of his employees (or for such employees or class or classes of employees and their dependents),

other than any such payment or series of payments which would have been paid if the employee\\'s employment relationship had not been so terminated;

(11) remuneration for agricultural labor paid in any medium other than cash;

(15) any payment made by an employer to a survivor or the estate of a former employee after the calendar year in which such employee died;

(c) Employment

For purposes of this chapter, the term \"employment\" means any service, of whatever nature,

(A) performed by an employee for the person employing him, irrespective of the citizenship or residence of either, within the United States, and

(B) performed outside the United States (except in a contiguous country with which the United States has an agreement relating to unemployment compensation) by a citizen of the United States as an employee of an American employer, except-

(1) agricultural labor unless-

(A) such labor is performed for a person who-

(i) during the calendar year or the preceding calendar year paid remuneration in cash of $20,000 or more to individuals employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)), or

(ii) on each of some 10 days during the calendar year or the preceding calendar year, each day being in a different calendar week, employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)) for some portion of the day (whether or not at the same moment of time) 5 or more individuals; and

(B) such labor is not agricultural labor performed by an individual who is an alien admitted to the United States to perform agricultural labor pursuant to sections 214(c) and 101(a)(15)(H) of the Immigration and Nationality Act.

(2) domestic service in a private home, local college club, or local chapter of a college fraternity or sorority unless performed for a person who paid cash remuneration of $1,000 or more to individuals employed in such domestic service in the calendar year or the preceding calendar year;

(5)

(A) service performed by an individual in the employ of his son, daughter, or spouse;

(B) service performed by a child under the age of 21 in the employ of his father or mother;

(6) service performed in the employ of the United States Government

(7) service performed in the employ of a State, or any political subdivision thereof.

(10)

(A) service performed in the employ of a school, college, or university, if such service is performed

(i) by a student who is enrolled and is regularly attending classes at such school, college, or university, or

(ii) by the spouse of such a student, or

(B) service performed in the employ of a hospital, if such service is performed by a patient of such hospital;

(11) service performed in the employ of a foreign government (including service as a consular or other officer or employee or a nondiplomatic representative);

(13) service performed as a student nurse in the employ of a hospital or a nurses\\' training school by an individual who is enrolled and is regularly attending classes in a nurses\\' training school;

(16) service performed in the employ of an international organization;

(21) service performed by a person committed to a penal institution.

§63. Taxable income defined

(a) In general

Except as provided in subsection (b), for purposes of this subtitle, the term \"taxable income\" means gross income minus the deductions allowed by this chapter (other than the standard deduction).

(b) Individuals who do not itemize their deductions

In the case of an individual who does not elect to itemize his deductions for the taxable year, for purposes of this subtitle, the term \"taxable income\" means adjusted gross income, minus-

(1) the standard deduction, and

(2) the deduction for personal exemptions provided in section 151.

(c) Standard deduction

For purposes of this subtitle-

(1) In general

Except as otherwise provided in this subsection, the term \"standard deduction\" means the sum of-

(A) the basic standard deduction, and

(B) the additional standard deduction.

(2) Basic standard deduction

For purposes of paragraph (1), the basic standard deduction is-

(A) 200 percent of the dollar amount in effect under subparagraph (C) for the taxable year in the case of-

(i) a joint return, or

(ii) a surviving spouse (as defined in section 2(a)),

(B) $4,400 in the case of a head of household (as defined in section 2(b)), or

(C) $3,000 in any other case.

(3) Additional standard deduction for aged and blind

For purposes of paragraph (1), the additional standard deduction is the sum of each additional amount to which the taxpayer is entitled under subsection (f).

(5) Limitation on basic standard deduction in the case of certain dependents

In the case of an individual with respect to whom a deduction under section 151 is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the basic standard deduction applicable to such individual for such individual\\'s taxable year shall not exceed the greater of-

(A) $500, or

(B) the sum of $250 and such individual\\'s earned income.

(6) Certain individuals, etc., not eligible for standard deduction

In the case of-

(A) a married individual filing a separate return where either spouse itemizes deductions,

(B) a nonresident alien individual, or

(D) an estate or trust, common trust fund, or partnership,

the standard deduction shall be zero.

(7) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026-

Paragraph (2) shall be applied-

(i) by substituting \"$18,000\" for \"$4,400\" in subparagraph (B), and

(ii) by substituting \"$12,000\" for \"$3,000\" in subparagraph (C).

(d) Itemized deductions

For purposes of this subtitle, the term \"itemized deductions\" means the deductions allowable under this chapter other than-

(1) the deductions allowable in arriving at adjusted gross income, and

(2) the deduction for personal exemptions provided by section 151.

(f) Aged or blind additional amounts

(1) Additional amounts for the aged

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he has attained age 65 before the close of his taxable year, and

(B) for the spouse of the taxpayer if the spouse has attained age 65 before the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

(2) Additional amount for blind

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he is blind at the close of the taxable year, and

(B) for the spouse of the taxpayer if the spouse is blind as of the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

For purposes of subparagraph (B), if the spouse dies during the taxable year the determination of whether such spouse is blind shall be made as of the time of such death.

(3) Higher amount for certain unmarried individuals

In the case of an individual who is not married and is not a surviving spouse, paragraphs (1) and (2) shall be applied by substituting \"$750\" for \"$600\".

(g) Marital status

For purposes of this section, marital status shall be determined under section 7703.

§2. Definitions and special rules

(a) Definition of surviving spouse

(1) In general

For purposes of section 1, the term \"surviving spouse\" means a taxpayer-

(A) whose spouse died during either of the two years immediately preceding the taxable year, and

(B) who maintains as his home a household which constitutes for the taxable year the principal place of abode (as a member of such household) of a dependent (i) who (within the meaning of section 152) is a son, stepson, daughter, or stepdaughter of the taxpayer, and (ii) with respect to whom the taxpayer is entitled to a deduction for the taxable year under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Limitations

Notwithstanding paragraph (1), for purposes of section 1 a taxpayer shall not be considered to be a surviving spouse-

(A) if the taxpayer has remarried at any time before the close of the taxable year, or

(B) unless, for the taxpayer\\'s taxable year during which his spouse died, a joint return could have been made. A husband and wife may make a single return jointly of income taxes, even though one of the spouses has neither gross income nor deductions, except that no joint return shall be made if either the husband or wife at any time during the taxable year is a nonresident alien.

(b) Definition of head of household

(1) In general

An individual shall be considered a head of a household if, and only if, such individual is not married at the close of his taxable year, is not a surviving spouse (as defined in subsection (a)), and either-

(A) maintains as his home a household which constitutes for more than one-half of such taxable year the principal place of abode, as a member of such household, of-

(i) a qualifying child of the individual (as defined in section 152(c)), but not if such child-

(I) is married at the close of the taxpayer\\'s taxable year, and

(II) is not a dependent of such individual by reason of section 152(b)(2) or

(ii) any other person who is a dependent of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such person under section 151, or

(B) maintains a household which constitutes for such taxable year the principal place of abode of the father or mother of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such father or mother under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Determination of status

Notwithstanding paragraph (1),

(A) an individual who is legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married;

(B) a taxpayer shall be considered as not married at the close of his taxable year if at any time during the taxable year his spouse is a nonresident alien; and

(C) a taxpayer shall be considered as married at the close of his taxable year if his spouse (other than a spouse described in subparagraph (B)) died during the taxable year.

(3) Limitations

Notwithstanding paragraph (1), for purposes of this subtitle a taxpayer shall not be considered to be a head of a household-

(A) if at any time during the taxable year he is a nonresident alien; or

(B) by reason of an individual who would not be a dependent for the taxable year but for subparagraph (H) of section 152(d)(2).

§7703. Determination of marital status

(a) General rule

(1) the determination of whether an individual is married shall be made as of the close of his taxable year; except that if his spouse dies during his taxable year such determination shall be made as of the time of such death; and

(2) an individual legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married.

(b) Certain married individuals living apart

For purposes of those provisions of this title which refer to this subsection, if-

(1) an individual who is married (within the meaning of subsection (a)) and who files a separate return maintains as his home a household which constitutes for more than one-half of the taxable year the principal place of abode of a child with respect to whom such individual is entitled to a deduction for the taxable year under section 151,

(2) such individual furnishes over one-half of the cost of maintaining such household during the taxable year, and

(3) during the last 6 months of the taxable year, such individual\\'s spouse is not a member of such household,

such individual shall not be considered as married.

§151. Allowance of deductions for personal exemptions

(a) Allowance of deductions

In the case of an individual, the exemptions provided by this section shall be allowed as deductions in computing taxable income.

(b) Taxpayer and spouse

An exemption of the exemption amount for the taxpayer; and an additional exemption of the exemption amount for the spouse of the taxpayer if a joint return is not made by the taxpayer and his spouse, and if the spouse, for the calendar year in which the taxable year of the taxpayer begins, has no gross income and is not the dependent of another taxpayer.

(c) Additional exemption for dependents

An exemption of the exemption amount for each individual who is a dependent (as defined in section 152) of the taxpayer for the taxable year.

(d) Exemption amount

For purposes of this section-

(1) In general

Except as otherwise provided in this subsection, the term \"exemption amount\" means $2,000.

(2) Exemption amount disallowed in case of certain dependents

In the case of an individual with respect to whom a deduction under this section is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the exemption amount applicable to such individual for such individual\\'s taxable year shall be zero.

(3) Phaseout

(A) In general

In the case of any taxpayer whose adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b), the exemption amount shall be reduced by the applicable percentage.

(B) Applicable percentage

For purposes of subparagraph (A), the term \"applicable percentage\" means 2 percentage points for each $2,500 (or fraction thereof) by which the taxpayer\\'s adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b). In the case of a married individual filing a separate return, the preceding sentence shall be applied by substituting \"$1,250\" for \"$2,500\". In no event shall the applicable percentage exceed 100 percent.

(5) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026, the term \"exemption amount\" means zero.

§152. Dependent defined

(a) In general

For purposes of this subtitle, the term \"dependent\" means-

(1) a qualifying child, or

(2) a qualifying relative.

(b) Exceptions

For purposes of this section-

(1) Dependents ineligible

If an individual is a dependent of a taxpayer for any taxable year of such taxpayer beginning in a calendar year, such individual shall be treated as having no dependents for any taxable year of such individual beginning in such calendar year.

(2) Married dependents

An individual shall not be treated as a dependent of a taxpayer under subsection (a) if such individual has made a joint return with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(c) Qualifying child

For purposes of this section-

(1) In general

The term \"qualifying child\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has the same principal place of abode as the taxpayer for more than one-half of such taxable year,

(C) who meets the age requirements of paragraph (3), and

(E) who has not filed a joint return (other than only for a claim of refund) with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if such individual is-

(A) a child of the taxpayer or a descendant of such a child, or

(B) a brother, sister, stepbrother, or stepsister of the taxpayer or a descendant of any such relative.

(3) Age requirements

For purposes of paragraph (1)(C), an individual meets the requirements of this paragraph if such individual is younger than the taxpayer claiming such individual as a qualifying child and is less than 25 years old at the end of the taxable year.

(d) Qualifying relative

For purposes of this section-

(1) In general

The term \"qualifying relative\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has no income for the calendar year in which such taxable year begins, and

(D) who is not a qualifying child of such taxpayer or of any other taxpayer for any taxable year beginning in the calendar year in which such taxable year begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if the individual is any of the following with respect to the taxpayer:

(A) A child or a descendant of a child.

(B) A brother, sister, stepbrother, or stepsister.

(C) The father or mother, or an ancestor of either.

(D) A stepfather or stepmother.

(E) A son or daughter of a brother or sister of the taxpayer.

(F) A brother or sister of the father or mother of the taxpayer.

(G) A son-in-law, daughter-in-law, father-in-law, mother-in-law, brother-in-law, or sister-in-law.

(H) An individual (other than an individual who at any time during the taxable year was the spouse, determined without regard to section 7703, of the taxpayer) who, for the taxable year of the taxpayer, has the same principal place of abode as the taxpayer and is a member of the taxpayer\\'s household.

§68. Overall limitation on itemized deductions

(a) General rule

In the case of an individual whose adjusted gross income exceeds the applicable amount, the amount of the itemized deductions otherwise allowable for the taxable year shall be reduced by the lesser of-

(1) 3 percent of the excess of adjusted gross income over the applicable amount, or

(2) 80 percent of the amount of the itemized deductions otherwise allowable for such taxable year.

(b) Applicable amount

(1) In general

For purposes of this section, the term \"applicable amount\" means-

(A) $300,000 in the case of a joint return or a surviving spouse (as defined in section 2(a)),

(B) $275,000 in the case of a head of household (as defined in section 2(b)),

(C) $250,000 in the case of an individual who is not married and who is not a surviving spouse or head of household, and

(D) 1/2 the amount applicable under subparagraph (A) in the case of a married individual filing a separate return.

For purposes of this paragraph, marital status shall be determined under section 7703.

(f) Section not to apply

This section shall not apply to any taxable year beginning after December 31, 2017, and before January 1, 2026.

\\nDescription: Alice and Bob got married on November 23rd, 1994. Their son Charlie was born on July 5th, 2000. Bob died on March 15th, 2015. In 2017, Alice and Charlie lived in a house maintained by Alice. Alice\\'s gross income for the year 2017 is $95129. Alice takes the standard deduction.\\nQuestion: How much tax does Alice have to pay in 2017?. State the amount first.\\nAnswer:',\n", + " 'generated_output': \"Alice's tax for 2017 would be $20,165 plus 31% of the excess over $89,150. Since her income is $95,129, the excess over $89,150 is $5,979. Therefore, 31% of $5,979 is $1,853.49. Adding this to $20,165 gives a total tax of $22,018.49.\",\n", + " 'correct_output': '$19039',\n", + " 'success': False},\n", + " 3: {'prompt': 'Answer the following questions.\\n\\nStatute: §3301. Rate of tax

There is hereby imposed on every employer (as defined in section 3306(a)) for each calendar year an excise tax, with respect to having individuals in his employ, equal to 6 percent of the total wages (as defined in section 3306(b)) paid by such employer during the calendar year with respect to employment (as defined in section 3306(c)).
§1. Tax imposed

(a) Married individuals filing joint returns and surviving spouses

There is hereby imposed on the taxable income of-

(1) every married individual (as defined in section 7703) who makes a single return jointly with his spouse, and

(2) every surviving spouse (as defined in section 2(a)),

a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $36,900;
(ii) $5,535, plus 28% of the excess over $36,900 if the taxable income is over $36,900 but not over $89,150;
(iii) $20,165, plus 31% of the excess over $89,150 if the taxable income is over $89,150 but not over $140,000;
(iv) $35,928.50, plus 36% of the excess over $140,000 if the taxable income is over $140,000 but not over $250,000;
(v) $75,528.50, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(b) Heads of households

There is hereby imposed on the taxable income of every head of a household (as defined in section 2(b)) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $29,600;
(ii) $4,440, plus 28% of the excess over $29,600 if the taxable income is over $29,600 but not over $76,400;
(iii) $17,544, plus 31% of the excess over $76,400 if the taxable income is over $76,400 but not over $127,500;
(iv) $33,385, plus 36% of the excess over $127,500 if the taxable income is over $127,500 but not over $250,000;
(v) $77,485, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(c) Unmarried individuals (other than surviving spouses and heads of households)

There is hereby imposed on the taxable income of every individual (other than a surviving spouse as defined in section 2(a) or the head of a household as defined in section 2(b)) who is not a married individual (as defined in section 7703) a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $22,100;
(ii) $3,315, plus 28% of the excess over $22,100 if the taxable income is over $22,100 but not over $53,500;
(iii) $12,107, plus 31% of the excess over $53,500 if the taxable income is over $53,500 but not over $115,000;
(iv) $31,172, plus 36% of the excess over $115,000 if the taxable income is over $115,000 but not over $250,000;
(v) $79,772, plus 39.6% of the excess over $250,000 if the taxable income is over $250,000.

(d) Married individuals filing separate returns

There is hereby imposed on the taxable income of every married individual (as defined in section 7703) who does not make a single return jointly with his spouse, a tax determined in accordance with the following:

(i) 15% of taxable income if the taxable income is not over $18,450;
(ii) $2,767.50, plus 28% of the excess over $18,450 if the taxable income is over $18,450 but not over $44,575;
(iii) $10,082.50, plus 31% of the excess over $44,575 if the taxable income is over $44,575 but not over $70,000;
(iv) $17,964.25, plus 36% of the excess over $70,000 if the taxable income is over $70,000 but not over $125,000;
(v) $37,764.25, plus 39.6% of the excess over $125,000 if the taxable income is over $125,000

§3306. Definitions

(a) Employer

(1) In general

The term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $1,500 or more, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least one individual in employment for some portion of the day.

For purposes of this paragraph, there shall not be taken into account any wages paid to, or employment of, an employee performing domestic services referred to in paragraph (3).

(2) Agricultural labor

In the case of agricultural labor, the term \"employer\" means, with respect to any calendar year, any person who-

(A) during the calendar year or the preceding calendar year paid wages of $20,000 or more for agricultural labor, or

(B) on each of some 10 days during the calendar year or during the preceding calendar year, each day being in a different calendar week, employed at least 5 individuals in employment in agricultural labor for some portion of the day.

(3) Domestic service

In the case of domestic service in a private home, local college club, or local chapter of a college fraternity or sorority, the term \"employer\" means, with respect to any calendar year, any person who during the calendar year or the preceding calendar year paid wages in cash of $1,000 or more for such service.

(4) Special rule

A person treated as an employer under paragraph (3) shall not be treated as an employer with respect to wages paid for any service other than domestic service referred to in paragraph (3) unless such person is treated as an employer under paragraph (1) or (2) with respect to such other service.

(b) Wages

For purposes of this chapter, the term \"wages\" means all remuneration for employment, including the cash value of all remuneration (including benefits) paid in any medium other than cash; except that such term shall not include-

(1) that part of the remuneration which, after remuneration (other than remuneration referred to in the succeeding paragraphs of this subsection) equal to $7,000 with respect to employment has been paid to an individual by an employer during any calendar year, is paid to such individual by such employer during such calendar year;

(2) the amount of any payment (including any amount paid by an employer for insurance or annuities, or into a fund, to provide for any such payment) made to, or on behalf of, an employee or any of his dependents under a plan or system established by an employer which makes provision for his employees generally (or for his employees generally and their dependents) or for a class or classes of his employees (or for a class or classes of his employees and their dependents), on account of-

(A) sickness or accident disability, or

(C) death;

(7) remuneration paid in any medium other than cash to an employee for service not in the course of the employer\\'s trade or business;

(10) any payment or series of payments by an employer to an employee or any of his dependents which is paid-

(A) upon or after the termination of an employee\\'s employment relationship because of (i) death, or (ii) retirement for disability, and

(B) under a plan established by the employer which makes provision for his employees generally or a class or classes of his employees (or for such employees or class or classes of employees and their dependents),

other than any such payment or series of payments which would have been paid if the employee\\'s employment relationship had not been so terminated;

(11) remuneration for agricultural labor paid in any medium other than cash;

(15) any payment made by an employer to a survivor or the estate of a former employee after the calendar year in which such employee died;

(c) Employment

For purposes of this chapter, the term \"employment\" means any service, of whatever nature,

(A) performed by an employee for the person employing him, irrespective of the citizenship or residence of either, within the United States, and

(B) performed outside the United States (except in a contiguous country with which the United States has an agreement relating to unemployment compensation) by a citizen of the United States as an employee of an American employer, except-

(1) agricultural labor unless-

(A) such labor is performed for a person who-

(i) during the calendar year or the preceding calendar year paid remuneration in cash of $20,000 or more to individuals employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)), or

(ii) on each of some 10 days during the calendar year or the preceding calendar year, each day being in a different calendar week, employed in agricultural labor (including labor performed by an alien referred to in subparagraph (B)) for some portion of the day (whether or not at the same moment of time) 5 or more individuals; and

(B) such labor is not agricultural labor performed by an individual who is an alien admitted to the United States to perform agricultural labor pursuant to sections 214(c) and 101(a)(15)(H) of the Immigration and Nationality Act.

(2) domestic service in a private home, local college club, or local chapter of a college fraternity or sorority unless performed for a person who paid cash remuneration of $1,000 or more to individuals employed in such domestic service in the calendar year or the preceding calendar year;

(5)

(A) service performed by an individual in the employ of his son, daughter, or spouse;

(B) service performed by a child under the age of 21 in the employ of his father or mother;

(6) service performed in the employ of the United States Government

(7) service performed in the employ of a State, or any political subdivision thereof.

(10)

(A) service performed in the employ of a school, college, or university, if such service is performed

(i) by a student who is enrolled and is regularly attending classes at such school, college, or university, or

(ii) by the spouse of such a student, or

(B) service performed in the employ of a hospital, if such service is performed by a patient of such hospital;

(11) service performed in the employ of a foreign government (including service as a consular or other officer or employee or a nondiplomatic representative);

(13) service performed as a student nurse in the employ of a hospital or a nurses\\' training school by an individual who is enrolled and is regularly attending classes in a nurses\\' training school;

(16) service performed in the employ of an international organization;

(21) service performed by a person committed to a penal institution.

§63. Taxable income defined

(a) In general

Except as provided in subsection (b), for purposes of this subtitle, the term \"taxable income\" means gross income minus the deductions allowed by this chapter (other than the standard deduction).

(b) Individuals who do not itemize their deductions

In the case of an individual who does not elect to itemize his deductions for the taxable year, for purposes of this subtitle, the term \"taxable income\" means adjusted gross income, minus-

(1) the standard deduction, and

(2) the deduction for personal exemptions provided in section 151.

(c) Standard deduction

For purposes of this subtitle-

(1) In general

Except as otherwise provided in this subsection, the term \"standard deduction\" means the sum of-

(A) the basic standard deduction, and

(B) the additional standard deduction.

(2) Basic standard deduction

For purposes of paragraph (1), the basic standard deduction is-

(A) 200 percent of the dollar amount in effect under subparagraph (C) for the taxable year in the case of-

(i) a joint return, or

(ii) a surviving spouse (as defined in section 2(a)),

(B) $4,400 in the case of a head of household (as defined in section 2(b)), or

(C) $3,000 in any other case.

(3) Additional standard deduction for aged and blind

For purposes of paragraph (1), the additional standard deduction is the sum of each additional amount to which the taxpayer is entitled under subsection (f).

(5) Limitation on basic standard deduction in the case of certain dependents

In the case of an individual with respect to whom a deduction under section 151 is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the basic standard deduction applicable to such individual for such individual\\'s taxable year shall not exceed the greater of-

(A) $500, or

(B) the sum of $250 and such individual\\'s earned income.

(6) Certain individuals, etc., not eligible for standard deduction

In the case of-

(A) a married individual filing a separate return where either spouse itemizes deductions,

(B) a nonresident alien individual, or

(D) an estate or trust, common trust fund, or partnership,

the standard deduction shall be zero.

(7) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026-

Paragraph (2) shall be applied-

(i) by substituting \"$18,000\" for \"$4,400\" in subparagraph (B), and

(ii) by substituting \"$12,000\" for \"$3,000\" in subparagraph (C).

(d) Itemized deductions

For purposes of this subtitle, the term \"itemized deductions\" means the deductions allowable under this chapter other than-

(1) the deductions allowable in arriving at adjusted gross income, and

(2) the deduction for personal exemptions provided by section 151.

(f) Aged or blind additional amounts

(1) Additional amounts for the aged

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he has attained age 65 before the close of his taxable year, and

(B) for the spouse of the taxpayer if the spouse has attained age 65 before the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

(2) Additional amount for blind

The taxpayer shall be entitled to an additional amount of $600-

(A) for himself if he is blind at the close of the taxable year, and

(B) for the spouse of the taxpayer if the spouse is blind as of the close of the taxable year and an additional exemption is allowable to the taxpayer for such spouse under section 151(b).

For purposes of subparagraph (B), if the spouse dies during the taxable year the determination of whether such spouse is blind shall be made as of the time of such death.

(3) Higher amount for certain unmarried individuals

In the case of an individual who is not married and is not a surviving spouse, paragraphs (1) and (2) shall be applied by substituting \"$750\" for \"$600\".

(g) Marital status

For purposes of this section, marital status shall be determined under section 7703.

§2. Definitions and special rules

(a) Definition of surviving spouse

(1) In general

For purposes of section 1, the term \"surviving spouse\" means a taxpayer-

(A) whose spouse died during either of the two years immediately preceding the taxable year, and

(B) who maintains as his home a household which constitutes for the taxable year the principal place of abode (as a member of such household) of a dependent (i) who (within the meaning of section 152) is a son, stepson, daughter, or stepdaughter of the taxpayer, and (ii) with respect to whom the taxpayer is entitled to a deduction for the taxable year under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Limitations

Notwithstanding paragraph (1), for purposes of section 1 a taxpayer shall not be considered to be a surviving spouse-

(A) if the taxpayer has remarried at any time before the close of the taxable year, or

(B) unless, for the taxpayer\\'s taxable year during which his spouse died, a joint return could have been made. A husband and wife may make a single return jointly of income taxes, even though one of the spouses has neither gross income nor deductions, except that no joint return shall be made if either the husband or wife at any time during the taxable year is a nonresident alien.

(b) Definition of head of household

(1) In general

An individual shall be considered a head of a household if, and only if, such individual is not married at the close of his taxable year, is not a surviving spouse (as defined in subsection (a)), and either-

(A) maintains as his home a household which constitutes for more than one-half of such taxable year the principal place of abode, as a member of such household, of-

(i) a qualifying child of the individual (as defined in section 152(c)), but not if such child-

(I) is married at the close of the taxpayer\\'s taxable year, and

(II) is not a dependent of such individual by reason of section 152(b)(2) or

(ii) any other person who is a dependent of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such person under section 151, or

(B) maintains a household which constitutes for such taxable year the principal place of abode of the father or mother of the taxpayer, if the taxpayer is entitled to a deduction for the taxable year for such father or mother under section 151.

For purposes of this paragraph, an individual shall be considered as maintaining a household only if over half of the cost of maintaining the household during the taxable year is furnished by such individual.

(2) Determination of status

Notwithstanding paragraph (1),

(A) an individual who is legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married;

(B) a taxpayer shall be considered as not married at the close of his taxable year if at any time during the taxable year his spouse is a nonresident alien; and

(C) a taxpayer shall be considered as married at the close of his taxable year if his spouse (other than a spouse described in subparagraph (B)) died during the taxable year.

(3) Limitations

Notwithstanding paragraph (1), for purposes of this subtitle a taxpayer shall not be considered to be a head of a household-

(A) if at any time during the taxable year he is a nonresident alien; or

(B) by reason of an individual who would not be a dependent for the taxable year but for subparagraph (H) of section 152(d)(2).

§7703. Determination of marital status

(a) General rule

(1) the determination of whether an individual is married shall be made as of the close of his taxable year; except that if his spouse dies during his taxable year such determination shall be made as of the time of such death; and

(2) an individual legally separated from his spouse under a decree of divorce or of separate maintenance shall not be considered as married.

(b) Certain married individuals living apart

For purposes of those provisions of this title which refer to this subsection, if-

(1) an individual who is married (within the meaning of subsection (a)) and who files a separate return maintains as his home a household which constitutes for more than one-half of the taxable year the principal place of abode of a child with respect to whom such individual is entitled to a deduction for the taxable year under section 151,

(2) such individual furnishes over one-half of the cost of maintaining such household during the taxable year, and

(3) during the last 6 months of the taxable year, such individual\\'s spouse is not a member of such household,

such individual shall not be considered as married.

§151. Allowance of deductions for personal exemptions

(a) Allowance of deductions

In the case of an individual, the exemptions provided by this section shall be allowed as deductions in computing taxable income.

(b) Taxpayer and spouse

An exemption of the exemption amount for the taxpayer; and an additional exemption of the exemption amount for the spouse of the taxpayer if a joint return is not made by the taxpayer and his spouse, and if the spouse, for the calendar year in which the taxable year of the taxpayer begins, has no gross income and is not the dependent of another taxpayer.

(c) Additional exemption for dependents

An exemption of the exemption amount for each individual who is a dependent (as defined in section 152) of the taxpayer for the taxable year.

(d) Exemption amount

For purposes of this section-

(1) In general

Except as otherwise provided in this subsection, the term \"exemption amount\" means $2,000.

(2) Exemption amount disallowed in case of certain dependents

In the case of an individual with respect to whom a deduction under this section is allowable to another taxpayer for a taxable year beginning in the calendar year in which the individual\\'s taxable year begins, the exemption amount applicable to such individual for such individual\\'s taxable year shall be zero.

(3) Phaseout

(A) In general

In the case of any taxpayer whose adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b), the exemption amount shall be reduced by the applicable percentage.

(B) Applicable percentage

For purposes of subparagraph (A), the term \"applicable percentage\" means 2 percentage points for each $2,500 (or fraction thereof) by which the taxpayer\\'s adjusted gross income for the taxable year exceeds the applicable amount in effect under section 68(b). In the case of a married individual filing a separate return, the preceding sentence shall be applied by substituting \"$1,250\" for \"$2,500\". In no event shall the applicable percentage exceed 100 percent.

(5) Special rules for taxable years 2018 through 2025

In the case of a taxable year beginning after December 31, 2017, and before January 1, 2026, the term \"exemption amount\" means zero.

§152. Dependent defined

(a) In general

For purposes of this subtitle, the term \"dependent\" means-

(1) a qualifying child, or

(2) a qualifying relative.

(b) Exceptions

For purposes of this section-

(1) Dependents ineligible

If an individual is a dependent of a taxpayer for any taxable year of such taxpayer beginning in a calendar year, such individual shall be treated as having no dependents for any taxable year of such individual beginning in such calendar year.

(2) Married dependents

An individual shall not be treated as a dependent of a taxpayer under subsection (a) if such individual has made a joint return with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(c) Qualifying child

For purposes of this section-

(1) In general

The term \"qualifying child\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has the same principal place of abode as the taxpayer for more than one-half of such taxable year,

(C) who meets the age requirements of paragraph (3), and

(E) who has not filed a joint return (other than only for a claim of refund) with the individual\\'s spouse for the taxable year beginning in the calendar year in which the taxable year of the taxpayer begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if such individual is-

(A) a child of the taxpayer or a descendant of such a child, or

(B) a brother, sister, stepbrother, or stepsister of the taxpayer or a descendant of any such relative.

(3) Age requirements

For purposes of paragraph (1)(C), an individual meets the requirements of this paragraph if such individual is younger than the taxpayer claiming such individual as a qualifying child and is less than 25 years old at the end of the taxable year.

(d) Qualifying relative

For purposes of this section-

(1) In general

The term \"qualifying relative\" means, with respect to any taxpayer for any taxable year, an individual-

(A) who bears a relationship to the taxpayer described in paragraph (2),

(B) who has no income for the calendar year in which such taxable year begins, and

(D) who is not a qualifying child of such taxpayer or of any other taxpayer for any taxable year beginning in the calendar year in which such taxable year begins.

(2) Relationship

For purposes of paragraph (1)(A), an individual bears a relationship to the taxpayer described in this paragraph if the individual is any of the following with respect to the taxpayer:

(A) A child or a descendant of a child.

(B) A brother, sister, stepbrother, or stepsister.

(C) The father or mother, or an ancestor of either.

(D) A stepfather or stepmother.

(E) A son or daughter of a brother or sister of the taxpayer.

(F) A brother or sister of the father or mother of the taxpayer.

(G) A son-in-law, daughter-in-law, father-in-law, mother-in-law, brother-in-law, or sister-in-law.

(H) An individual (other than an individual who at any time during the taxable year was the spouse, determined without regard to section 7703, of the taxpayer) who, for the taxable year of the taxpayer, has the same principal place of abode as the taxpayer and is a member of the taxpayer\\'s household.

§68. Overall limitation on itemized deductions

(a) General rule

In the case of an individual whose adjusted gross income exceeds the applicable amount, the amount of the itemized deductions otherwise allowable for the taxable year shall be reduced by the lesser of-

(1) 3 percent of the excess of adjusted gross income over the applicable amount, or

(2) 80 percent of the amount of the itemized deductions otherwise allowable for such taxable year.

(b) Applicable amount

(1) In general

For purposes of this section, the term \"applicable amount\" means-

(A) $300,000 in the case of a joint return or a surviving spouse (as defined in section 2(a)),

(B) $275,000 in the case of a head of household (as defined in section 2(b)),

(C) $250,000 in the case of an individual who is not married and who is not a surviving spouse or head of household, and

(D) 1/2 the amount applicable under subparagraph (A) in the case of a married individual filing a separate return.

For purposes of this paragraph, marital status shall be determined under section 7703.

(f) Section not to apply

This section shall not apply to any taxable year beginning after December 31, 2017, and before January 1, 2026.

\\nDescription: Alice was paid $1200 in 2019 for services performed in jail. Alice was committed to jail from January 24, 2015 to May 5th, 2019. From May 5th 2019 to Dec 31st 2019, Alice was paid $5320 in remuneration. Alice takes the standard deduction.\\nQuestion: How much tax does Alice have to pay in 2019?. State the amount first.\\nAnswer:',\n", + " 'generated_output': \"Alice has to pay $798.60 in tax for 2019. \\n\\nExplanation: \\n\\nAccording to §3301, Alice's employer would have to pay a tax of 6% on the total wages paid to Alice. However, this does not affect Alice's personal income tax liability. \\n\\nAlice's taxable income would be determined according to §1 and §63. As Alice is not married, does not have any dependents, and is not a head of household, her tax rate would be determined under §1(c) for unmarried individuals. \\n\\nAccording to §63, Alice's taxable income is her adjusted gross income minus the standard deduction. Alice's adjusted gross income is the total income she earned in 2019, which is $1200 + $5320 = $6520. \\n\\nAccording to §63(c) and §63(g), the standard deduction for an individual who is not married is $12,000 for the years 2018 through 2025.\",\n", + " 'correct_output': '$0',\n", + " 'success': False},\n", + " 'balanced_accuracy': 0.0},\n", + " 'contract_nli_sharing_with_employees': {0: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 1: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 2: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 3: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 4: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 5: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 6: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 7: {'prompt': 'Identify if the clause provides that the Receiving Party may share some Confidential Information with some of Receiving Party\\'s employees.\\n\\nClause: The Parties will: a. limit disclosure of any Confidential Information to its directors, officers, employees, agents or representatives (collectively \"Representatives\") who have a need to know such Confidential Information in connection with the Transaction, and only for that purpose; The Receiving Party agrees to use the same degree of protection it uses for its own trade secret information, and in no event less than reasonable efforts, to prevent and protect the Confidential Information, or any part thereof, from disclosure to any person other than the Receiving Party\\'s employees having a need for disclosure in connection with the Receiving Party\\'s authorized use of the Confidential Information. \\nLabel: Yes\\n\\nClause: Recipient agrees to limit disclosure of Confidential Information to employees and employees of Affiliates having a specific need to know such Confidential Information for the Purpose and in the case of Affiliates only to the extent that such Affiliate is under obligation to hold such information in confidence and is made aware of these terms and conditions. \\nLabel: Yes\\n\\nClause: The Disclosee will procure that prior to the disclosure to any other person (including any professional advisor) of any Confidential Information, such other person is made aware of the provisions of this Agreement and the fact that the Disclosee will be liable. \\nLabel: Yes\\n\\nClause: Each Party shall be responsible for any breach of this Agreement by such Party, its employees, agents, officials, representatives or consultants acting within the scope of their engagement or employment. \\nLabel: Yes\\n\\nClause: ____________________ , agrees that, in consideration for being shown or told about certain trade secrets or property belonging to Navidec, Incorporated, ____________________, shall not disclose or cause to be disclosed, disseminated or distributed any information concerning said trade secret or property to any person, entity, business or other individual or company without the prior written permission of Navidec, Incorporated. \\nLabel: No\\n\\nClause: \"Confidential Information\" includes, without limitation, information in tangible or intangible form relating to and/or including released or unreleased Disclosing Party software or hardware products, the marketing or promotion of any Disclosing Party product, Disclosing Party\\'s business policies or practices, and information received from others that Disclosing Party is obligated to treat as confidential. \\nLabel: No\\n\\nClause: Proprietary Information does not include, however, information that (iv) was independently developed by the Receiving Party or any of its Representatives without reference to the \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel: No\\n\\nClause: 7. Confidential Information shall not include information which is: f. Independently developed by or for the Receiving Party. \\nLabel:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 'balanced_accuracy': 1.0},\n", + " 'diversity_5': {0: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 1: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 2: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 3: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 4: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 5: {'prompt': 'Diversity jurisdiction exists when there is (1) complete diversity between plaintiffs and defendants, and (2) the amount-in-controversy (AiC) is greater than $75k.\\n\\nQ: William is from Oregon. Harper is from Alaska. Liam is from Alaska. William and Harper both sue Liam for medical malpractice for $17,000 and defamation for $69,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Emma is from Rhode Island. Harper is from Mississippi. Elijah is from Maine. Emma and Harper both sue Elijah for trespass for $10,000 and defamation for $84,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Harper is from Minnesota. Sophia is from Iowa. Lucas is from South Dakota. Harper and Sophia both sue Lucas for medical malpractice for $2,000 and copyright infringement for $78,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Evelyn is from Kansas. Harper is from Arkansas. Benjamin is from South Carolina. Evelyn and Harper both sue Benjamin for trespass for $19,000 and copyright infringement for $54,000. Is there diversity jurisdiction?\\nA: No\\n\\nQ: Oliver is from Minnesota. Isabella is from North Dakota. Noah is from Connecticut. Oliver and Isabella both sue Noah for negligence for $26,000 and defamation for $99,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA: Yes\\n\\nQ: Isabella is from Wisconsin. Elijah is from Montana. Noah is from Texas. Isabella and Elijah both sue Noah for medical malpractice for $66,000 and copyright infringement for $21,000. Is there diversity jurisdiction?\\nA:',\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'Yes',\n", + " 'success': False},\n", + " 'balanced_accuracy': 0.875},\n", + " 'cuad_exclusivity': {0: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel:\",\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 1: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel:\",\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 2: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel:\",\n", + " 'generated_output': 'Yes',\n", + " 'correct_output': 'Yes',\n", + " 'success': True},\n", + " 3: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel:\",\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 4: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel:\",\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 5: {'prompt': \"Does the clause specify exclusive dealing commitment with the counterparty? This includes a commitment to procure all “requirements” from one party of certain technology, goods, or services or a prohibition on licensing or selling technology, goods or services to third parties, or a prohibition on collaborating or working with other parties), whether during the contract or after the contract ends (or both).\\n\\nClause: Party A grants all-round exclusive rights to Party B to construct, maintain and operate the Cooperation channel.\\nLabel: Yes\\n\\nClause: Subject to Section 2(e), the foregoing appointment is exclusive such that Ehave shall not appoint any other Person to, nor may Ehave itself, sell or resell the use of the Ehave Companion Solution within the Field of Use anywhere in the Territory.\\nLabel: Yes\\n\\nClause: EHS and EHN shall have the exclusive rights in and to all ingredients, product specifications, goodwill, and all other intellectual property rights associated with any Product(s); provided, however, that EHS and EHN shall not have any rights in or to Dr. Murray's name or likeness except as expressly granted in writing herein or via electronic transmission by Dr. Murray.\\nLabel: Yes\\n\\nClause: Except to Affiliates of Valeant, Valeant's rights and obligations under this Section 2.1 are non-transferable, non-assignable, and non-delegable.\\nLabel: No\\n\\nClause: No Party may assign its rights or delegate its obligations under this Agreement, whether by operation of law or otherwise, without the prior written consent of the other Party, and any assignment in contravention hereof will be null and void.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel: No\\n\\nClause: This Supply Agreement shall be governed by, and construed and enforced in accordance with, the laws of the State of California, without regard to any conflict of laws rules to the contrary.\\nLabel:\",\n", + " 'generated_output': 'No',\n", + " 'correct_output': 'No',\n", + " 'success': True},\n", + " 'balanced_accuracy': 1.0}}" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "report" + ] + }, { "cell_type": "code", "execution_count": null, @@ -252,9 +365,9 @@ ], "metadata": { "kernelspec": { - "display_name": "legalbencheval", + "display_name": ".venv", "language": "python", - "name": "legalbencheval" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -266,7 +379,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.8.13" } }, "nbformat": 4,