Triple

T2593129
Position Surface form Disambiguated ID Type / Status
Subject Program Executive Office, Assembled Chemical Weapons Alternatives E58169 entity
Predicate legalBasis P125 FINISHED
Object Public Law 104-201
Public Law 104-201 is a 1996 U.S. defense authorization act that, among many provisions, directed the development and implementation of alternatives to incineration for destroying the nation’s stockpile of chemical weapons.
E287324 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 104-201 | Statement: [Program Executive Office, Assembled Chemical Weapons Alternatives, legalBasis, Public Law 104-201]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 104-201
Context triple: [Program Executive Office, Assembled Chemical Weapons Alternatives, legalBasis, Public Law 104-201]
  • A. Public Law 104-191
    Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
  • B. Public Law 104-106
    Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
  • C. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • 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 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • 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 104-201
Triple: [Program Executive Office, Assembled Chemical Weapons Alternatives, legalBasis, Public Law 104-201]
Generated description
Public Law 104-201 is a 1996 U.S. defense authorization act that, among many provisions, directed the development and implementation of alternatives to incineration for destroying the nation’s stockpile of chemical weapons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 104-201
Target entity description: Public Law 104-201 is a 1996 U.S. defense authorization act that, among many provisions, directed the development and implementation of alternatives to incineration for destroying the nation’s stockpile of chemical weapons.
  • A. Public Law 104-191
    Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
  • B. Public Law 104-106 chosen
    Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
  • C. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • 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 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • F. None of above.

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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd426e2d4819081a07920b4d2a1cc completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf3f4c2c8190b9e91b30068bb1c5 completed March 10, 2026, 5:42 a.m.
NEDg Description generation batch_69afafddb2a081909b891eed7ba5411d completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb10304488190a1129efae36b3c4e completed March 10, 2026, 5:49 a.m.
Created at: March 6, 2026, 9:49 p.m.