Triple

T9589754
Position Surface form Disambiguated ID Type / Status
Subject Buy America requirements for materials E231385 entity
Predicate relatedTo P37 FINISHED
Object 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.
 E808084 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: Build America, Buy America Act | Statement: [Buy America requirements for materials, relatedTo, Build America, Buy America Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Build America, Buy America Act
Context triple: [Buy America requirements for materials, relatedTo, Build America, Buy America Act]
  • 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. 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.
  • 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. National Defense Authorization Acts
    The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
  • 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: Build America, Buy America Act
Triple: [Buy America requirements for materials, relatedTo, Build America, Buy America Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Build America, Buy America Act
Target entity description: 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.
  • 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. 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.
  • 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. National Defense Authorization Acts
    The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99f1696c8190addf1a43544f2c18 completed April 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161880adc819090a9be75ba2a1642 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161d569b88190a3d77bbe752e0c86 completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d162476bf481909a87057e4fd1dc11 completed April 4, 2026, 7:11 p.m.
Created at: March 30, 2026, 8:06 p.m.