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.