Triple

T10024468
Position Surface form Disambiguated ID Type / Status
Subject Women-Owned Small Business Federal Contracting Program E200690 entity
Predicate legalBasis P125 FINISHED
Object 15 U.S.C. § 637(m)
15 U.S.C. § 637(m) is a provision of U.S. federal law that authorizes and governs the federal contracting program designed to increase contracting opportunities for women-owned small businesses.
E835281 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: 15 U.S.C. § 637(m) | Statement: [Women-Owned Small Business Federal Contracting Program, legalBasis, 15 U.S.C. § 637(m)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 15 U.S.C. § 637(m)
Context triple: [Women-Owned Small Business Federal Contracting Program, legalBasis, 15 U.S.C. § 637(m)]
  • A. 50 U.S.C. § 1547
    50 U.S.C. § 1547 is the statutory provision within the War Powers Resolution that sets out key interpretive rules and limitations on how presidential and congressional powers related to the introduction of U.S. armed forces into hostilities are to be understood.
  • B. 18 U.S.C. §§ 2701–2712
    18 U.S.C. §§ 2701–2712 comprise the Stored Communications Act, a U.S. federal law that governs government and third-party access to stored electronic communications and related data.
  • C. McClure-Volkmer Act
    The McClure-Volkmer Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new regulations on firearms sales and ownership.
  • D. 42 U.S.C. § 2000cc-4
    42 U.S.C. § 2000cc-4 is a provision of the Religious Land Use and Institutionalized Persons Act (RLUIPA) that addresses enforcement and related legal standards for protecting religious exercise in land-use and institutional settings.
  • E. Clayton Act provisions
    The Clayton Act provisions are U.S. federal antitrust rules that restrict anti-competitive practices such as price discrimination, exclusive dealing, tying arrangements, and certain mergers and acquisitions to protect market competition.
  • 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: 15 U.S.C. § 637(m)
Triple: [Women-Owned Small Business Federal Contracting Program, legalBasis, 15 U.S.C. § 637(m)]
Generated description
15 U.S.C. § 637(m) is a provision of U.S. federal law that authorizes and governs the federal contracting program designed to increase contracting opportunities for women-owned small businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 15 U.S.C. § 637(m)
Target entity description: 15 U.S.C. § 637(m) is a provision of U.S. federal law that authorizes and governs the federal contracting program designed to increase contracting opportunities for women-owned small businesses.
  • A. 50 U.S.C. § 1547
    50 U.S.C. § 1547 is the statutory provision within the War Powers Resolution that sets out key interpretive rules and limitations on how presidential and congressional powers related to the introduction of U.S. armed forces into hostilities are to be understood.
  • B. 18 U.S.C. §§ 2701–2712
    18 U.S.C. §§ 2701–2712 comprise the Stored Communications Act, a U.S. federal law that governs government and third-party access to stored electronic communications and related data.
  • C. McClure-Volkmer Act
    The McClure-Volkmer Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new regulations on firearms sales and ownership.
  • D. 42 U.S.C. § 2000cc-4
    42 U.S.C. § 2000cc-4 is a provision of the Religious Land Use and Institutionalized Persons Act (RLUIPA) that addresses enforcement and related legal standards for protecting religious exercise in land-use and institutional settings.
  • E. Clayton Act provisions
    The Clayton Act provisions are U.S. federal antitrust rules that restrict anti-competitive practices such as price discrimination, exclusive dealing, tying arrangements, and certain mergers and acquisitions to protect market competition.
  • 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd7d9c9c81909a0a0917deed0973 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26abb0ab08190b5bcf101c5680f3c completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26cc38274819090cf10c2fcf43cc7 completed April 5, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69d26d2c91fc8190bc40a678662c19aa completed April 5, 2026, 2:09 p.m.
Created at: March 30, 2026, 8:53 p.m.