Triple

T1331533
Position Surface form Disambiguated ID Type / Status
Subject Economic Opportunity Act of 1964 E28653 entity
Predicate publicLawNumber P1117 FINISHED
Object 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.
E151371 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 88-452 | Statement: [Economic Opportunity Act of 1964, publicLawNumber, Public Law 88-452]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 88-452
Context triple: [Economic Opportunity Act of 1964, publicLawNumber, Public Law 88-452]
  • A. Public Law 80-242
    Public Law 80-242 is a United States federal statute enacted in 1947 that formally established and defined the authority and procedures of the U.S. Board on Geographic Names for standardizing geographic names.
  • B. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • C. Public Law 94-412
    Public Law 94-412 is the 1976 federal statute, known as the National Emergencies Act, that established procedures and limits for presidential declarations of national emergencies in the United States.
  • D. Public Law 88-38
    Public Law 88-38 is the federal statute enacted in 1963 that prohibits wage discrimination based on sex, commonly known as the Equal Pay Act.
  • E. 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.
  • 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 88-452
Triple: [Economic Opportunity Act of 1964, publicLawNumber, Public Law 88-452]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 88-452
Target entity description: 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.
  • A. Public Law 80-242
    Public Law 80-242 is a United States federal statute enacted in 1947 that formally established and defined the authority and procedures of the U.S. Board on Geographic Names for standardizing geographic names.
  • B. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • C. Public Law 94-412
    Public Law 94-412 is the 1976 federal statute, known as the National Emergencies Act, that established procedures and limits for presidential declarations of national emergencies in the United States.
  • D. Public Law 88-38
    Public Law 88-38 is the federal statute enacted in 1963 that prohibits wage discrimination based on sex, commonly known as the Equal Pay Act.
  • E. 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.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf3593748190be52da4a586d69a5 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfae49d88190988ba80e24e8cc62 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc08672908190b8f411d1378a890a completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:55 p.m.