Triple

T1341462
Position Surface form Disambiguated ID Type / Status
Subject Food Stamp Act of 1964 E28472 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 88-525
Public Law 88-525 is the federal statute enacted in 1964 that established the modern U.S. food stamp program to help low-income households purchase nutritious food.
E162979 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 88-525 | Statement: [Food Stamp Act of 1964, publicLawNumber, Public Law 88-525]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 88-525
Context triple: [Food Stamp Act of 1964, publicLawNumber, Public Law 88-525]
  • A. Public Law 88-452
    Public Law 88-452 is the landmark 1964 U.S. federal statute that launched President Lyndon B. Johnson’s War on Poverty by creating a range of programs to expand educational, employment, and community development opportunities for low-income Americans.
  • B. Public Law 85-568
    Public Law 85-568 is the 1958 U.S. federal statute that created NASA and established the framework for the nation’s civilian space program.
  • C. Public Law 86-257
    Public Law 86-257 is the formal statutory designation of the Labor-Management Reporting and Disclosure Act of 1959, a U.S. federal law that regulates labor unions’ internal affairs and their relations with employers.
  • D. Public Law 80-253
    Public Law 80-253 is the formal designation of the landmark National Security Act of 1947, which reorganized the U.S. military and intelligence structure after World War II.
  • E. Public Law 91-375
    Public Law 91-375 is the 1970 U.S. federal statute that transformed the Post Office Department into the independent United States Postal Service and modernized the nation’s postal 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 88-525
Triple: [Food Stamp Act of 1964, publicLawNumber, Public Law 88-525]
Generated description
Public Law 88-525 is the federal statute enacted in 1964 that established the modern U.S. food stamp program to help low-income households purchase nutritious food.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 88-525
Target entity description: Public Law 88-525 is the federal statute enacted in 1964 that established the modern U.S. food stamp program to help low-income households purchase nutritious food.
  • A. Public Law 88-452
    Public Law 88-452 is the landmark 1964 U.S. federal statute that launched President Lyndon B. Johnson’s War on Poverty by creating a range of programs to expand educational, employment, and community development opportunities for low-income Americans.
  • B. Public Law 85-568
    Public Law 85-568 is the 1958 U.S. federal statute that created NASA and established the framework for the nation’s civilian space program.
  • C. Public Law 86-257
    Public Law 86-257 is the formal statutory designation of the Labor-Management Reporting and Disclosure Act of 1959, a U.S. federal law that regulates labor unions’ internal affairs and their relations with employers.
  • D. Public Law 80-253
    Public Law 80-253 is the formal designation of the landmark National Security Act of 1947, which reorganized the U.S. military and intelligence structure after World War II.
  • E. Public Law 91-375
    Public Law 91-375 is the 1970 U.S. federal statute that transformed the Post Office Department into the independent United States Postal Service and modernized the nation’s postal 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c215fc008190b01fd8150b9f3b2a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad014e33488190b50469c727b32639 completed March 8, 2026, 4:55 a.m.
NEDg Description generation batch_69ad0216e9988190beb96b9d85e2dfce completed March 8, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69ad026fc2cc81908fa03bfa6e17c391 completed March 8, 2026, 5 a.m.
Created at: March 1, 2026, 7:56 p.m.