Triple

T9589777
Position Surface form Disambiguated ID Type / Status
Subject Buy America requirements for materials E231385 entity
Predicate strengthenedBy P3261 FINISHED
Object Build America, Buy America Act of 2021
The Build America, Buy America Act of 2021 is a U.S. law that expands and tightens domestic content requirements for federally funded infrastructure projects to prioritize American-made materials and products.
E808086 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 of 2021 | Statement: [Buy America requirements for materials, strengthenedBy, Build America, Buy America Act of 2021]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Build America, Buy America Act of 2021
Context triple: [Buy America requirements for materials, strengthenedBy, Build America, Buy America Act of 2021]
  • A. Consolidated Appropriations Act, 2021
    The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
  • B. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • C. National Defense Authorization Act for Fiscal Year 2021
    The National Defense Authorization Act for Fiscal Year 2021 is a major U.S. federal law that authorizes defense spending and includes wide-ranging policy provisions, including significant reforms to anti-money laundering regulations.
  • D. Inflation Reduction Act of 2022
    The Inflation Reduction Act of 2022 is a major U.S. federal law focused on climate and clean energy investment, prescription drug pricing reform, and deficit reduction, enacted under President Joe Biden.
  • E. Consolidated Appropriations Act, 2020
    The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
  • 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 of 2021
Triple: [Buy America requirements for materials, strengthenedBy, Build America, Buy America Act of 2021]
Generated description
The Build America, Buy America Act of 2021 is a U.S. law that expands and tightens domestic content requirements for federally funded infrastructure projects to prioritize American-made materials and products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Build America, Buy America Act of 2021
Target entity description: The Build America, Buy America Act of 2021 is a U.S. law that expands and tightens domestic content requirements for federally funded infrastructure projects to prioritize American-made materials and products.
  • A. Consolidated Appropriations Act, 2021
    The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
  • B. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • C. National Defense Authorization Act for Fiscal Year 2021
    The National Defense Authorization Act for Fiscal Year 2021 is a major U.S. federal law that authorizes defense spending and includes wide-ranging policy provisions, including significant reforms to anti-money laundering regulations.
  • D. Inflation Reduction Act of 2022
    The Inflation Reduction Act of 2022 is a major U.S. federal law focused on climate and clean energy investment, prescription drug pricing reform, and deficit reduction, enacted under President Joe Biden.
  • E. Consolidated Appropriations Act, 2020
    The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
  • 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.