Triple

T2073541
Position Surface form Disambiguated ID Type / Status
Subject Federal-aid Highway Program E44868 entity
Predicate associatedWith P37 FINISHED
Object Buy America requirements for materials
Buy America requirements for materials are federal rules that mandate the use of domestically produced steel, iron, and certain manufactured products in federally funded transportation and infrastructure projects.
E231385 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: Buy America requirements for materials | Statement: [Federal-aid Highway Program, associatedWith, Buy America requirements for materials]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buy America requirements for materials
Context triple: [Federal-aid Highway Program, associatedWith, Buy America requirements for materials]
  • A. Building America
    Building America is the corporate slogan used by Union Pacific Railroad to emphasize its role in supporting and connecting the nation’s economy and infrastructure.
  • B. Commerce Clause
    The Commerce Clause is a provision in the U.S. Constitution that grants Congress the power to regulate trade and economic activity among the states and with foreign nations.
  • C. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • D. Webb–Kenyon Act
    The Webb–Kenyon Act was a 1913 U.S. federal law that strengthened state alcohol prohibition by banning the interstate shipment of liquor into dry states, playing a key role in the lead-up to national Prohibition.
  • E. Riegle
    Riegle is a surname most notably associated with Donald W. Riegle Jr., a former United States Senator from Michigan.
  • 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: Buy America requirements for materials
Triple: [Federal-aid Highway Program, associatedWith, Buy America requirements for materials]
Generated description
Buy America requirements for materials are federal rules that mandate the use of domestically produced steel, iron, and certain manufactured products in federally funded transportation and infrastructure projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buy America requirements for materials
Target entity description: Buy America requirements for materials are federal rules that mandate the use of domestically produced steel, iron, and certain manufactured products in federally funded transportation and infrastructure projects.
  • A. Building America
    Building America is the corporate slogan used by Union Pacific Railroad to emphasize its role in supporting and connecting the nation’s economy and infrastructure.
  • B. Commerce Clause
    The Commerce Clause is a provision in the U.S. Constitution that grants Congress the power to regulate trade and economic activity among the states and with foreign nations.
  • C. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • D. Webb–Kenyon Act
    The Webb–Kenyon Act was a 1913 U.S. federal law that strengthened state alcohol prohibition by banning the interstate shipment of liquor into dry states, playing a key role in the lead-up to national Prohibition.
  • E. Riegle
    Riegle is a surname most notably associated with Donald W. Riegle Jr., a former United States Senator from Michigan.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba101c008190840763d2f28fa8d7 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae272ee27c8190a4bb4690961dccf6 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.