Triple

T11484598

Position	Surface form	Disambiguated ID	Type / Status
Subject	Davis-Bacon and Related Acts	`E272242`	entity
Predicate	includes	`P1393`	FINISHED
Object	Related Acts covering federal assistance construction programs	`E272242`	NE FINISHED

How this triple was built (2 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: Related Acts covering federal assistance construction programs | Statement: [Davis-Bacon and Related Acts, includes, Related Acts covering federal assistance construction programs]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Related Acts covering federal assistance construction programs
Context triple: [Davis-Bacon and Related Acts, includes, Related Acts covering federal assistance construction programs]

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. Title VIII Impact Aid program
The Title VIII Impact Aid program is a federal education funding initiative that provides financial assistance to local school districts affected by the presence of federal land or activities, helping to offset lost property tax revenue and support educational services.
C. 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.
D. Build America, Buy America Act
The Build America, Buy America Act is a U.S. law that strengthens and standardizes domestic content requirements for materials used in federally funded infrastructure and public works projects.
E. U.S. surface transportation authorization acts
U.S. surface transportation authorization acts are federal laws that periodically set funding levels, policies, and program structures for the nation’s highways, transit, and related infrastructure.
F. None of above.
G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.

Created at: April 8, 2026, 9:36 p.m.