Triple

T5324824
Position Surface form Disambiguated ID Type / Status
Subject Food Security Act of 1985 E121760 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 99-198
Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
E511884 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 99-198 | Statement: [Food Security Act of 1985, publicLawNumber, Public Law 99-198]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 99-198
Context triple: [Food Security Act of 1985, publicLawNumber, Public Law 99-198]
  • A. Public Law 93-198
    Public Law 93-198 is the 1973 federal statute that granted the District of Columbia limited home rule, establishing an elected mayor and city council while retaining certain congressional oversight.
  • B. 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.
  • C. Public Law 99-177
    Public Law 99-177 is the 1985 U.S. federal statute, commonly known as the Gramm–Rudman–Hollings Act, that established automatic deficit-reduction measures aimed at achieving a balanced federal budget.
  • D. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • E. Public Law 95-598
    Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
  • 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 99-198
Triple: [Food Security Act of 1985, publicLawNumber, Public Law 99-198]
Generated description
Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 99-198
Target entity description: Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
  • A. Public Law 93-198
    Public Law 93-198 is the 1973 federal statute that granted the District of Columbia limited home rule, establishing an elected mayor and city council while retaining certain congressional oversight.
  • B. 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.
  • C. Public Law 99-177
    Public Law 99-177 is the 1985 U.S. federal statute, commonly known as the Gramm–Rudman–Hollings Act, that established automatic deficit-reduction measures aimed at achieving a balanced federal budget.
  • D. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • E. Public Law 95-598
    Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.