Triple

T5770351
Position Surface form Disambiguated ID Type / Status
Subject Federal Agriculture Improvement and Reform Act of 1996 E127316 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 104-127
Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
E545156 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 104-127 | Statement: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 104-127
Context triple: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
  • A. 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.
  • B. 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.
  • C. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • D. 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.
  • E. Public Law 104-208
    Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
  • 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 104-127
Triple: [Federal Agriculture Improvement and Reform Act of 1996, publicLawNumber, Public Law 104-127]
Generated description
Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 104-127
Target entity description: Public Law 104-127 is the official designation of the Federal Agriculture Improvement and Reform Act of 1996, a major U.S. farm bill that overhauled federal agricultural policy and subsidy programs.
  • A. 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.
  • B. 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.
  • C. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • D. 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.
  • E. Public Law 104-208
    Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029aa877c8190bf6a944f18cca3b8 completed March 22, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e648aa881908411a00d48998ecc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089433c488190b617d0106ba5eba9 completed March 23, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0899063ec8190bb24d9f0d317ffa6 completed March 23, 2026, 12:30 a.m.
Created at: March 22, 2026, 3:50 p.m.