Triple

T8305351
Position Surface form Disambiguated ID Type / Status
Subject Contract with America E194449 entity
Predicate hasPart P35 FINISHED
Object Job Creation and Wage Enhancement Act proposal
The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
E725442 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: Job Creation and Wage Enhancement Act proposal | Statement: [Contract with America, hasPart, Job Creation and Wage Enhancement Act proposal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Job Creation and Wage Enhancement Act proposal
Context triple: [Contract with America, hasPart, Job Creation and Wage Enhancement Act proposal]
  • A. Full Employment and Balanced Growth Act of 1978
    The Full Employment and Balanced Growth Act of 1978, also known as the Humphrey–Hawkins Act, is a U.S. law that set national goals for full employment, price stability, and economic growth while formalizing the Federal Reserve’s responsibility for monetary policy reporting and objectives.
  • B. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Fair Minimum Wage Act of 2007
    The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
  • E. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • 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: Job Creation and Wage Enhancement Act proposal
Triple: [Contract with America, hasPart, Job Creation and Wage Enhancement Act proposal]
Generated description
The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Job Creation and Wage Enhancement Act proposal
Target entity description: The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
  • A. Full Employment and Balanced Growth Act of 1978
    The Full Employment and Balanced Growth Act of 1978, also known as the Humphrey–Hawkins Act, is a U.S. law that set national goals for full employment, price stability, and economic growth while formalizing the Federal Reserve’s responsibility for monetary policy reporting and objectives.
  • B. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Fair Minimum Wage Act of 2007
    The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
  • E. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7e8db3a8819083772db5c7a2454b completed March 31, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd9545ffc48190869906b02692b873 completed April 1, 2026, 9:59 p.m.
NEDg Description generation batch_69cdab5d649c819098a7643d5a0b7827 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2c2e2248190bf52466abaebfe29 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:54 p.m.