Triple

T2574378
Position Surface form Disambiguated ID Type / Status
Subject U.S. Chemical Demilitarization Program E57740 entity
Predicate legalBasis P125 FINISHED
Object Public Law 102-484
Public Law 102-484 is a U.S. federal statute, enacted as part of the National Defense Authorization Act for Fiscal Year 1993, that among other defense provisions established and governed key requirements for the nation’s chemical weapons demilitarization efforts.
E284148 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: Public Law 102-484 | Statement: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 102-484]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 102-484
Context triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 102-484]
  • A. Public Law 99-514
    Public Law 99-514 is the formal designation of the Tax Reform Act of 1986, a landmark U.S. federal law that significantly overhauled the federal income tax system by broadening the tax base and lowering tax rates.
  • B. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • C. Public Law 99-508
    Public Law 99-508 is the 1986 U.S. federal statute, known as the Electronic Communications Privacy Act, that expanded and updated government restrictions on wiretaps and electronic surveillance to cover modern digital and wireless communications.
  • D. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • E. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • 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: Public Law 102-484
Triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 102-484]
Generated description
Public Law 102-484 is a U.S. federal statute, enacted as part of the National Defense Authorization Act for Fiscal Year 1993, that among other defense provisions established and governed key requirements for the nation’s chemical weapons demilitarization efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 102-484
Target entity description: Public Law 102-484 is a U.S. federal statute, enacted as part of the National Defense Authorization Act for Fiscal Year 1993, that among other defense provisions established and governed key requirements for the nation’s chemical weapons demilitarization efforts.
  • A. Public Law 99-514
    Public Law 99-514 is the formal designation of the Tax Reform Act of 1986, a landmark U.S. federal law that significantly overhauled the federal income tax system by broadening the tax base and lowering tax rates.
  • B. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • C. Public Law 99-508
    Public Law 99-508 is the 1986 U.S. federal statute, known as the Electronic Communications Privacy Act, that expanded and updated government restrictions on wiretaps and electronic surveillance to cover modern digital and wireless communications.
  • D. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • E. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd38792288190a39420cab126bf03 completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90721edc8190a80decc7195f80de completed March 10, 2026, 3:30 a.m.
NEDg Description generation batch_69af92e781648190a4587c8a7691f819 completed March 10, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69af935bb8ec81909282eb08976469e3 completed March 10, 2026, 3:43 a.m.
Created at: March 6, 2026, 9:48 p.m.