Triple

T18845513
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Cooperation (India) E460902 entity
Predicate legalFramework P125 FINISHED
Object Multi State Cooperative Societies Act, 2002
The Multi State Cooperative Societies Act, 2002 is an Indian law that governs the registration, regulation, and functioning of cooperative societies operating across more than one state.
E1346331 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Multi State Cooperative Societies Act, 2002 | Statement: [Ministry of Cooperation (India), legalFramework, Multi State Cooperative Societies Act, 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multi State Cooperative Societies Act, 2002
Context triple: [Ministry of Cooperation (India), legalFramework, Multi State Cooperative Societies Act, 2002]
  • A. Finance Commission (Miscellaneous Provisions) Act, 1951
    The Finance Commission (Miscellaneous Provisions) Act, 1951 is an Indian statute that lays down the composition, qualifications, and functioning framework of the Finance Commission of India.
  • B. Uniform Commercial Code as adopted by New York
    The Uniform Commercial Code as adopted by New York is the state’s comprehensive statutory framework governing commercial transactions such as sales of goods, secured transactions, and negotiable instruments within New York.
  • C. New York State Hecht–Calandra Act
    The New York State Hecht–Calandra Act is a state law that mandates the use of a single competitive exam for admission to several of New York City’s specialized public high schools, shaping their selective and often controversial admissions process.
  • D. Evans-Allen Act of 1977
    The Evans-Allen Act of 1977 is a U.S. federal law that provides formula-based funding for agricultural research at historically Black land-grant universities, supporting their capacity to conduct scientific research in food, agriculture, and related fields.
  • E. Delaware Revised Uniform Limited Partnership Act
    The Delaware Revised Uniform Limited Partnership Act is a comprehensive state statute governing the formation, operation, and governance of limited partnerships organized under Delaware law.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Multi State Cooperative Societies Act, 2002
Triple: [Ministry of Cooperation (India), legalFramework, Multi State Cooperative Societies Act, 2002]
Generated description
The Multi State Cooperative Societies Act, 2002 is an Indian law that governs the registration, regulation, and functioning of cooperative societies operating across more than one state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multi State Cooperative Societies Act, 2002
Target entity description: The Multi State Cooperative Societies Act, 2002 is an Indian law that governs the registration, regulation, and functioning of cooperative societies operating across more than one state.
  • A. Finance Commission (Miscellaneous Provisions) Act, 1951
    The Finance Commission (Miscellaneous Provisions) Act, 1951 is an Indian statute that lays down the composition, qualifications, and functioning framework of the Finance Commission of India.
  • B. Uniform Commercial Code as adopted by New York
    The Uniform Commercial Code as adopted by New York is the state’s comprehensive statutory framework governing commercial transactions such as sales of goods, secured transactions, and negotiable instruments within New York.
  • C. New York State Hecht–Calandra Act
    The New York State Hecht–Calandra Act is a state law that mandates the use of a single competitive exam for admission to several of New York City’s specialized public high schools, shaping their selective and often controversial admissions process.
  • D. Evans-Allen Act of 1977
    The Evans-Allen Act of 1977 is a U.S. federal law that provides formula-based funding for agricultural research at historically Black land-grant universities, supporting their capacity to conduct scientific research in food, agriculture, and related fields.
  • E. Delaware Revised Uniform Limited Partnership Act
    The Delaware Revised Uniform Limited Partnership Act is a comprehensive state statute governing the formation, operation, and governance of limited partnerships organized under Delaware law.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5b8ee96988190bf247b986777945c completed April 20, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a056771ae7481909f8ae1ea8a00f559 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a056f5d7c68819095e8dc260e15a9d9 completed May 14, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_6a056fddc2f88190b1e57896292fe6af completed May 14, 2026, 6:46 a.m.
Created at: April 10, 2026, 11:56 a.m.