Triple
T11484596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davis-Bacon and Related Acts |
E272242
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Davis-Bacon Act of 1931
The Davis-Bacon Act of 1931 is a U.S. federal law that requires contractors on federally funded or assisted construction projects to pay workers no less than locally prevailing wages and benefits.
|
E272242
|
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: Davis-Bacon Act of 1931 | Statement: [Davis-Bacon and Related Acts, legalBasis, Davis-Bacon Act of 1931]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Davis-Bacon Act of 1931 Context triple: [Davis-Bacon and Related Acts, legalBasis, Davis-Bacon Act of 1931]
-
A.
Davis-Bacon and Related Acts
The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
-
B.
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.
-
C.
Wagner–Steagall Act
The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
-
D.
Emergency Relief and Construction Act of 1932
The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
-
E.
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.
- 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: Davis-Bacon Act of 1931 Triple: [Davis-Bacon and Related Acts, legalBasis, Davis-Bacon Act of 1931]
Generated description
The Davis-Bacon Act of 1931 is a U.S. federal law that requires contractors on federally funded or assisted construction projects to pay workers no less than locally prevailing wages and benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Davis-Bacon Act of 1931 Target entity description: The Davis-Bacon Act of 1931 is a U.S. federal law that requires contractors on federally funded or assisted construction projects to pay workers no less than locally prevailing wages and benefits.
-
A.
Davis-Bacon and Related Acts
chosen
The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
-
B.
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.
-
C.
Wagner–Steagall Act
The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
-
D.
Emergency Relief and Construction Act of 1932
The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
-
E.
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.
- F. None of above.
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.