Triple
T11484634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Service Contract Act |
E272243
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
McNamara–O’Hara Service Contract Act of 1965
The McNamara–O’Hara Service Contract Act of 1965 is a U.S. federal law that requires contractors and subcontractors performing services on prime contracts with the federal government to pay service employees prevailing wages and fringe benefits as determined by the Department of Labor.
|
E928678
|
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: McNamara–O’Hara Service Contract Act of 1965 | Statement: [Service Contract Act, fullName, McNamara–O’Hara Service Contract Act of 1965]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McNamara–O’Hara Service Contract Act of 1965 Context triple: [Service Contract Act, fullName, McNamara–O’Hara Service Contract Act of 1965]
-
A.
Walsh-Healey Public Contracts Act
The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
-
B.
Humphrey–Hawkins Act
The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
-
E.
McAteer-Petris Act
The McAteer-Petris Act is a California state law enacted in the 1960s to protect and regulate development around San Francisco Bay, leading to the creation of the San Francisco Bay Conservation and Development Commission.
- 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: McNamara–O’Hara Service Contract Act of 1965 Triple: [Service Contract Act, fullName, McNamara–O’Hara Service Contract Act of 1965]
Generated description
The McNamara–O’Hara Service Contract Act of 1965 is a U.S. federal law that requires contractors and subcontractors performing services on prime contracts with the federal government to pay service employees prevailing wages and fringe benefits as determined by the Department of Labor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McNamara–O’Hara Service Contract Act of 1965 Target entity description: The McNamara–O’Hara Service Contract Act of 1965 is a U.S. federal law that requires contractors and subcontractors performing services on prime contracts with the federal government to pay service employees prevailing wages and fringe benefits as determined by the Department of Labor.
-
A.
Walsh-Healey Public Contracts Act
The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
-
B.
Humphrey–Hawkins Act
The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
Esch–Cummins Act
The Esch–Cummins Act was a 1920 U.S. federal law that returned railroads from government control to private operation while strengthening federal regulation and promoting industry consolidation.
-
E.
McAteer-Petris Act
The McAteer-Petris Act is a California state law enacted in the 1960s to protect and regulate development around San Francisco Bay, leading to the creation of the San Francisco Bay Conservation and Development Commission.
- 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_69d6aae1b09881909ce2ded3fa0c14fa |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d85a1ea00c8190b42cdc13a6bc61c3 |
completed | April 10, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e60451a89081909f9534fee6cb809f |
completed | April 20, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69e610a5ea0481908169c58dc0831b76 |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6182b06f88190ab36d976ac989019 |
completed | April 20, 2026, 12:12 p.m. |
Created at: April 8, 2026, 9:36 p.m.