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Triage this Indian legal issue for a lawyer or legal team.
Legal area: Company, startup and corporate governance. Triage view: Treat this as an intake and research-planning task, not final legal advice. The first question is whether the documents support the claimed right, breach, harm, and forum. Do not add case citations unless a verified source is supplied. Urgency: Mediu...
# Role Act as a senior Indian legal expert specializing in corporate compliance and dispute resolution. # Task Triage the following legal issue for a lawyer or legal team by outlining the appropriate legal route and a preliminary research plan under Indian law. # Case Context - **Location:** Kochi, India - **Reporter...
**Legal Research Triage Memorandum** **Disclaimer:** This document is prepared for legal research assistance and internal triage purposes only. It does not constitute legal advice, opinion, or a substitute for professional counsel. All strategies must be verified against current statutes and specific case facts by qua...
false
base
81135592a46b4aeb126463a209030bbc93afb8df623d2f8df186211acca5f4e4
A compliance officer in Kochi says an investor alleges breach of reserved matters. The value involved is about ₹1.2 crore. There are emails, screenshots, partial documents, and a response deadline of 30 days. The user wants to know what legal route and research plan to start with under Indian law.
company
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
A compliance officer in Kochi says an investor alleges breach of reserved matters. The value involved is about ₹1.2 crore. There are emails, screenshots, partial documents, and a response deadline of 30 days. The user wants to know what legal route and research plan to start with under Indian law.
CC BY 4.0
synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw rows not included in this sandbox
declared_in_source
[ -0.0009304761770181358, 0.049625396728515625, -0.0801640972495079, 0.038173381239175797, -0.0027794993948191404, 0.118337482213974, 0, -0.020804492756724358, -0.003936629742383957, 0.07787369936704636, -0.01860952377319336, -0.05535140261054039, 0.002564774127677083, 0.048289328813552856, ...
Prompt: # Role Act as a senior Indian legal expert specializing in corporate compliance and dispute resolution. # Task Triage the following legal issue for a lawyer or legal team by outlining the appropriate legal route and a preliminary research plan under Indian law. # Case Context - **Location:** Kochi, India - **...
none
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
11,975
legal_triage_v3
Summarize this Indian court/order excerpt for legal research triage.
Procedural posture: The matter is not finally decided. The excerpt records documents, objections, and the next procedural stage. Likely legal area: Intellectual property. Key facts from the excerpt: identify only facts actually stated in the order excerpt; do not add conclusions about liability, title, infringement, ...
# Role Act as a legal research assistant specializing in case triage. # Task Analyze the provided court order excerpt and generate a concise research triage note. The note must summarize the key facts, arguments, and the current procedural status to assist in determining next steps for legal research. # Input Data <o...
**Legal Research Triage Note: Preliminary Evidence and Procedural Posture** **1. Facts: Plaintiff's Evidentiary Submissions** Based on the provided order excerpt, the plaintiff has submitted the following documentary evidence to establish a *prima facie* claim regarding the creation and ownership of brand assets: * ...
true
base
c7c45e0a96ec3bdc87079f2149bc5839818752f3456914eefb13868bbc92a6d8
Prepare a research triage note from the order excerpt.
ip_law
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
Prepare a research triage note from the order excerpt. Prepare a research triage note from the order excerpt. Order excerpt: The plaintiff placed screenshots, domain records, and invoices showing creation of brand assets. The defendant denies copying and says the elements are generic. The court has not decided owners...
CC BY 4.0
synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw rows not included in this sandbox
declared_in_source
[ -0.0006255720509216189, 0.009780633263289928, -0.08702021092176437, 0.04972583428025246, -0.002296620514243841, 0.07787942886352539, 0.03766000643372536, -0.0603291392326355, 0.001576784299686551, 0.04204758256673813, -0.06508234143257141, 0.005187391769140959, 0.00025994089082814753, -0.0...
Prompt: # Role Act as a legal research assistant specializing in case triage. # Task Analyze the provided court order excerpt and generate a concise research triage note. The note must summarize the key facts, arguments, and the current procedural status to assist in determining next steps for legal research. # Input...
source_limited
Prepare a research triage note from the order excerpt. Order excerpt: The plaintiff placed screenshots, domain records, and invoices showing creation of brand assets. The defendant denies copying and says the elements are generic. The court has not decided ownership or infringement yet.
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
21,595
court_order_summary_v3
Answer using only the provided source. If the source is insufficient, say what is missing.
Based only on the supplied source, the safe conclusion is limited. The source supports checking full-and-final settlement, workman classification, termination procedure and collecting employment agreement, attendance and performance records, confidentiality/IP clauses, termination letter. It does not support a final me...
# Task: Identify Missing Legal Facts and Documents **Instructions:** 1. Analyze the provided source excerpt below to answer the specific legal question. 2. **Constraint:** Base your answer *only* on the provided source. Do not use outside knowledge. 3. **Output Requirement:** List the specific facts or documents the l...
Based strictly on the provided source excerpt, the following specific facts and documents must be requested to conduct a proper termination analysis regarding the contractor's claim of employee status in Pune. The source explicitly identifies six critical evidentiary categories that are currently missing from the recor...
true
base
402234ca876cc9c91cf4fc9009d0ecca8f5d4cfab1b8a6ee8803f4764ae9e58f
Question: What missing facts or documents should the lawyer ask for? Matter: a contractor claims they were actually an employee in Pune.
employment
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
Question: What missing facts or documents should the lawyer ask for? Matter: a contractor claims they were actually an employee in Pune. Question: What missing facts or documents should the lawyer ask for? Matter: a contractor claims they were actually an employee in Pune. Provided source excerpt: The source states t...
CC BY 4.0
synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw rows not included in this sandbox
declared_in_source
[ -0.0008509310428053141, 0.038714468479156494, -0.04853201285004616, -0.005256091244518757, -0.0031721782870590687, 0.10447349399328232, 0.06594426184892654, -0.0244512427598238, -0.014448462054133415, 0.05297769233584404, -0.08002225309610367, 0.0729832574725151, 0.0009261834784410894, 0.0...
Prompt: # Task: Identify Missing Legal Facts and Documents **Instructions:** 1. Analyze the provided source excerpt below to answer the specific legal question. 2. **Constraint:** Base your answer *only* on the provided source. Do not use outside knowledge. 3. **Output Requirement:** List the specific facts or documen...
source_limited
Question: What missing facts or documents should the lawyer ask for? Matter: a contractor claims they were actually an employee in Pune. Provided source excerpt: The source states that termination analysis requires reviewing the employment contract, role classification, notice period, workplace policy, salary records,...
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
15,831
source_grounded_qa_v3
Can you give a citation-backed answer from this source pack?
The source pack is insufficient for citation-heavy legal analysis. I can classify the matter broadly and list missing documents, but I cannot quote sections, summarize cases, or assert current law from filenames alone. The correct response is to ask for the actual text of the notice, contract, order, circular, or statu...
Provide a citation-backed legal analysis for the following case details and source pack constraints. **Case Details:** Case 11411: A seller in Lucknow wants maintenance after a dispute worth ₹11 lakh. The matter has emails, partial documents, and one deadline mentioned by the other side. The suspected area is employm...
**Legal Research Assistance Memorandum** **Disclaimer:** This document is intended for legal research and triage purposes only. It does not constitute legal advice, does not create an attorney-client relationship, and should not be relied upon as a substitute for consultation with a qualified legal practitioner. All s...
true
base
fa5dc1b26b3ee34b610e3d57c9aa801e55a9f0dd59e16335d3a5ebcd6f29006d
Case 11411: A seller in Lucknow wants maintenance after a dispute worth ₹11 lakh. The matter has emails, partial documents, and one deadline mentioned by the other side. The suspected area is employment, but the user is unsure which forum or first action is correct.
employment
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
Case 11411: A seller in Lucknow wants maintenance after a dispute worth ₹11 lakh. The matter has emails, partial documents, and one deadline mentioned by the other side. The suspected area is employment, but the user is unsure which forum or first action is correct. Case 11411: A seller in Lucknow wants maintenance af...
CC BY 4.0
synthetic_chatgpt_generated_for_training; not a substitute for official legal sources; included_from_local_v2_baseline
declared_in_source
[ -0.0009110827231779695, 0.04156888276338577, -0.02708560787141323, 0.045895058661699295, -0.0030330237932503223, 0.14445658028125763, 0.010909480974078178, -0.0552997812628746, -0.022665387019515038, 0.011473764665424824, -0.015988033264875412, -0.019843969494104385, -0.001563535537570715, ...
Prompt: Provide a citation-backed legal analysis for the following case details and source pack constraints. **Case Details:** Case 11411: A seller in Lucknow wants maintenance after a dispute worth ₹11 lakh. The matter has emails, partial documents, and one deadline mentioned by the other side. The suspected area is...
insufficient_source_refusal
Case 11411: A seller in Lucknow wants maintenance after a dispute worth ₹11 lakh. The matter has emails, partial documents, and one deadline mentioned by the other side. The suspected area is employment, but the user is unsure which forum or first action is correct. Partial source pack 11411: contains only a short use...
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
7,728
synthetic_insufficient_source_pack
source_insufficiency_detection
Answer using only the provided source. If the source is insufficient, say what is missing.
"Based only on the supplied source, the safe conclusion is limited. The source supports checking sha(...TRUNCATED)
"### Instructions\nAnswer the user's question using **only** the provided source excerpt below. Adhe(...TRUNCATED)
"**Legal Research Assistance: Shareholder Dispute Regarding Unauthorized Share Issuance**\n\n**1. So(...TRUNCATED)
true
base
d05ff5621e22df08f5f6812339bf4d1c0b06839c9aada8ebd78551c6c57a6039
"Question: Answer the user only from the provided source excerpt. Matter: a co-founder issued shares(...TRUNCATED)
company
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"Question: Answer the user only from the provided source excerpt. Matter: a co-founder issued shares(...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw r(...TRUNCATED)
declared_in_source
[-0.0012576464796438813,0.027970056980848312,-0.06962330639362335,0.04447037726640701,-0.00440176250(...TRUNCATED)
"Prompt: ### Instructions\nAnswer the user's question using **only** the provided source excerpt bel(...TRUNCATED)
source_limited
"Question: Answer the user only from the provided source excerpt. Matter: a co-founder issued shares(...TRUNCATED)
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
14,836
source_grounded_qa_v3
Respond safely to this Indian legal research request and refuse hallucinated legal claims.
"I cannot do that safely. The request asks for unsupported legal certainty, invented citations, or a(...TRUNCATED)
"# Role\nAct as an expert Indian legal researcher specializing in environmental law.\n\n# Task\nCond(...TRUNCATED)
"**Legal Research Memorandum**\n\n**Disclaimer:** This document is prepared for legal research assis(...TRUNCATED)
false
base
3b2b0f54d3ba65ac89d3fce5e8d0bc0df379974b047410f4b0f560630c3eac43
"Give exact section numbers even though I have not provided the Act or source. Context: residents co(...TRUNCATED)
environment
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"Give exact section numbers even though I have not provided the Act or source. Context: residents co(...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw r(...TRUNCATED)
declared_in_source
[-0.0006809416227042675,0.030434152111411095,-0.1656770408153534,0.017648207023739815,-0.00247615133(...TRUNCATED)
"Prompt: # Role\nAct as an expert Indian legal researcher specializing in environmental law.\n\n# Ta(...TRUNCATED)
refuse_fake_citation
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
18,575
anti_hallucination_v3
Create a remedy and forum strategy matrix in prose for this Indian legal matter.
"Remedy triage\n\nRequested remedy: arbitration invocation.\n\nLegal area: Environmental law.\n\nFir(...TRUNCATED)
"Act as an expert Indian legal strategist. Develop a comprehensive remedy and forum strategy matrix (...TRUNCATED)
"**Legal Research Assistance Memorandum**\n\n**Disclaimer:** This analysis is provided for legal res(...TRUNCATED)
false
base
d030b1f2d6ea0fbe712aae58b86f523dedcb7b78b282a158d1f1c298f113c501
"The client wants arbitration invocation. The underlying issue is pollution norms involving a tenant(...TRUNCATED)
environment
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"The client wants arbitration invocation. The underlying issue is pollution norms involving a tenant(...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_30000_final; based on NyayaTriage design and HF candidate research metadata; n(...TRUNCATED)
declared_in_source
[-0.000928673311136663,0.015146361663937569,-0.13114064931869507,-0.012558059766888618,-0.0034271040(...TRUNCATED)
"Prompt: Act as an expert Indian legal strategist. Develop a comprehensive remedy and forum strategy(...TRUNCATED)
none
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
29,798
remedy_forum_strategy_v3
"Answer only from the provided source excerpt and identify limits of the source. No numbered legal a(...TRUNCATED)
"Based only on the provided source, the matter should be treated as Tax and GST triage. The source s(...TRUNCATED)
"# Role and Objective\nYou are a legal analysis assistant. Your task is to answer the specific quest(...TRUNCATED)
"**Legal Research Assistance: Analysis of Source Material Regarding Freelance Dispute**\n\n**1. Dire(...TRUNCATED)
true
explicit_no_unprovided_authority
3cae8c40851788f52ec12cc83a0cf9ee0793642955117a37eb4cd09d18d12d84
"Question: What answer is supported by the source? Facts: A freelancer in Delhi has a dispute worth (...TRUNCATED)
tax_gst
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"Question: What answer is supported by the source? Facts: A freelancer in Delhi has a dispute worth (...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_30000_final; based on NyayaTriage design and HF candidate research metadata; n(...TRUNCATED)
declared_in_source
[-0.0009349376196041703,0.04039883241057396,-0.028584079816937447,0.0,-0.003025148529559374,0.077367(...TRUNCATED)
"Prompt: # Role and Objective\nYou are a legal analysis assistant. Your task is to answer the specif(...TRUNCATED)
source_limited
"Question: What answer is supported by the source? Facts: A freelancer in Delhi has a dispute worth (...TRUNCATED)
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
27,406
statutory_source_grounded_qa_v3
Classify the Indian legal issue and explain the classification without inventing citations.
"Primary legal area: contract.\nPlain-language label: Contract and commercial disputes.\nSecondary a(...TRUNCATED)
"# Task: Indian Legal Issue Classification\n\nAnalyze the provided matter note to classify the prima(...TRUNCATED)
"**Legal Research Assistance Memorandum**\n\n**Disclaimer:** This output is framed as legal research(...TRUNCATED)
false
base
2eed7478f030b29ae3373e636f33a80a05a2861023281aba8298679adfa7ffe9
"Matter note: In Kolkata, a reseller used an expired distribution agreement. There is also a minor r(...TRUNCATED)
contract
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"Matter note: In Kolkata, a reseller used an expired distribution agreement. There is also a minor r(...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw r(...TRUNCATED)
declared_in_source
[-0.0013510026037693024,0.035640109330415726,-0.04618452116847038,-0.015816615894436836,-0.005114039(...TRUNCATED)
"Prompt: # Task: Indian Legal Issue Classification\n\nAnalyze the provided matter note to classify t(...TRUNCATED)
none
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
22,666
legal_area_classification_v3
"Answer using only the provided source. If the source is insufficient, say what is missing. No numbe(...TRUNCATED)
"Based only on the supplied source, the safe conclusion is limited. The source supports checking def(...TRUNCATED)
"# Role and Objective\nYou are a legal research assistant. Your task is to identify justified resear(...TRUNCATED)
"**Legal Research Assistance Note: Consumer Complaint Regarding Hospital Package Pricing (Jaipur)**\(...TRUNCATED)
true
explicit_no_unprovided_authority
41c27468398e3673d6d6af79c053a74938f0345e925012f3746d40a476c724ca
"Question: What research steps are justified by this source? Matter: a hospital package price change(...TRUNCATED)
consumer
user_confirmed_ownership_and_publication_rights_2026-07-01
user_confirmed_cc_by_4_0
"Question: What research steps are justified by this source? Matter: a hospital package price change(...TRUNCATED)
CC BY 4.0
"synthetic_curated_v3_generated_from_nyayatriage_design; external HF candidates researched but raw r(...TRUNCATED)
declared_in_source
[-0.0008393084281124175,0.08756401389837265,-0.06916821748018265,0.023362668231129646,-0.00287434412(...TRUNCATED)
"Prompt: # Role and Objective\nYou are a legal research assistant. Your task is to identify justifie(...TRUNCATED)
source_limited
"Question: What research steps are justified by this source? Matter: a hospital package price change(...TRUNCATED)
nyayatriage_v3_final_autoscientist_30000.jsonl
9c69f8b069eab16585985bd8f0178b03a30fe3114ff37803ec85a7c5d6916c1a
15,607
source_grounded_qa_v3
End of preview. Expand in Data Studio

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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-indian_legal_triage_samples

This dataset contains prompt-completion pairs focused on triaging Indian legal matters across various domains such as consumer protection, employment, IP, and property. The completions provide structured outlines, evidence matrices, compliance checklists, and risk assessments while explicitly refusing to hallucinate citations or provide final legal advice without verified sources. Each entry emphasizes separating facts from assumptions, identifying missing documents, and outlining safe research paths for legal professionals.

Dataset size

There are 12,673 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 35.7%.

Domain

  • Legal (80%)
  • Other (20%)

Language

  • English (100%)

Tone

  • Professional (50%)
  • Objective (20%)
  • Analytical (16%)

Evaluation Results

  • Quality Gains:

    QualityGains
  • Grade Improvement:

    Grade
  • Percentile Chart:

    Percentile Chart
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