Triple

T12067150
Position Surface form Disambiguated ID Type / Status
Subject Public Law 104-106 E287324 entity
Predicate hasTitle P38 FINISHED
Object Title I—Procurement
Title I—Procurement is the section of the National Defense Authorization Act for Fiscal Year 1996 that sets forth key policies and authorities governing U.S. Department of Defense acquisition and procurement practices.
E963563 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: Title I—Procurement | Statement: [Public Law 104-106, hasTitle, Title I—Procurement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title I—Procurement
Context triple: [Public Law 104-106, hasTitle, Title I—Procurement]
  • A. Title I – Congressional Budget Process
    Title I – Congressional Budget Process is a section of U.S. federal budget law that establishes the procedures and rules by which Congress develops, adopts, and enforces the federal budget.
  • B. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • C. Title I – Commodity Programs
    Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
  • D. Title IV – Procedural and Administrative Provisions
    Title IV – Procedural and Administrative Provisions is the section of the Communications Act of 1934 that sets out the Federal Communications Commission’s internal procedures, enforcement mechanisms, and administrative authorities for regulating communications in the United States.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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: Title I—Procurement
Triple: [Public Law 104-106, hasTitle, Title I—Procurement]
Generated description
Title I—Procurement is the section of the National Defense Authorization Act for Fiscal Year 1996 that sets forth key policies and authorities governing U.S. Department of Defense acquisition and procurement practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title I—Procurement
Target entity description: Title I—Procurement is the section of the National Defense Authorization Act for Fiscal Year 1996 that sets forth key policies and authorities governing U.S. Department of Defense acquisition and procurement practices.
  • A. Title I – Congressional Budget Process
    Title I – Congressional Budget Process is a section of U.S. federal budget law that establishes the procedures and rules by which Congress develops, adopts, and enforces the federal budget.
  • B. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • C. Title I – Commodity Programs
    Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
  • D. Title IV – Procedural and Administrative Provisions
    Title IV – Procedural and Administrative Provisions is the section of the Communications Act of 1934 that sets out the Federal Communications Commission’s internal procedures, enforcement mechanisms, and administrative authorities for regulating communications in the United States.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904423dc08190a47194422255c62e completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f658bb38819097547d392fcc5405 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:48 p.m.