Triple

T2574379
Position Surface form Disambiguated ID Type / Status
Subject U.S. Chemical Demilitarization Program E57740 entity
Predicate legalBasis P125 FINISHED
Object Public Law 103-160
Public Law 103-160 is a 1993 U.S. defense authorization statute that, among many provisions, established and directed key policies and requirements for the nation’s chemical weapons demilitarization program.
 E285927 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 103-160 | Statement: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 103-160]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Law 103-160
Context triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 103-160]
  • A. 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.
  • B. Public Law 103-31
    Public Law 103-31 is the formal designation of the National Voter Registration Act of 1993, a landmark U.S. federal law aimed at increasing voter registration and participation.
  • C. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • D. 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.
  • E. Public Law 99-603
    Public Law 99-603 is the formal designation of the Immigration Reform and Control Act of 1986, a major U.S. federal law that overhauled immigration policy by imposing employer sanctions and providing legalization pathways for certain undocumented immigrants.
  • 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 103-160
Triple: [U.S. Chemical Demilitarization Program, legalBasis, Public Law 103-160]
Generated description
Public Law 103-160 is a 1993 U.S. defense authorization statute that, among many provisions, established and directed key policies and requirements for the nation’s chemical weapons demilitarization program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Public Law 103-160
Target entity description: Public Law 103-160 is a 1993 U.S. defense authorization statute that, among many provisions, established and directed key policies and requirements for the nation’s chemical weapons demilitarization program.
  • A. 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.
  • B. Public Law 103-31
    Public Law 103-31 is the formal designation of the National Voter Registration Act of 1993, a landmark U.S. federal law aimed at increasing voter registration and participation.
  • C. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • D. 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.
  • E. Public Law 99-603
    Public Law 99-603 is the formal designation of the Immigration Reform and Control Act of 1986, a major U.S. federal law that overhauled immigration policy by imposing employer sanctions and providing legalization pathways for certain undocumented immigrants.
  • 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_69af98adae948190a08ffa1eef4cb91a completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af999d0b848190afcd7b27daa024e1 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a48b2588190addeef916b0afef2 completed March 10, 2026, 4:12 a.m.
Created at: March 6, 2026, 9:48 p.m.