Triple

T1062588
Position Surface form Disambiguated ID Type / Status
Subject Federal-Aid Highway Act of 1954 E22939 entity
Predicate follows P134 FINISHED
Object Federal-Aid Highway Act of 1952
The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
E126380 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: Federal-Aid Highway Act of 1952 | Statement: [Federal-Aid Highway Act of 1954, follows, Federal-Aid Highway Act of 1952]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1952
Context triple: [Federal-Aid Highway Act of 1954, follows, Federal-Aid Highway Act of 1952]
  • A. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • B. Federal-Aid Highway Act of 1956
    The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
  • C. Federal-aid Highway Program
    The Federal-aid Highway Program is a U.S. government initiative that provides federal funding and oversight for the construction, maintenance, and improvement of the nation’s highways and related infrastructure.
  • D. Highway Safety Act of 1970
    The Highway Safety Act of 1970 is a U.S. federal law that significantly strengthened national efforts to reduce traffic accidents and fatalities, including by establishing a centralized framework for vehicle and road safety regulation.
  • E. Highway Beautification Act of 1965
    The Highway Beautification Act of 1965 is a U.S. federal law championed by President Lyndon B. Johnson that regulates outdoor advertising and promotes scenic enhancement along the nation’s interstate and primary highway systems.
  • 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: Federal-Aid Highway Act of 1952
Triple: [Federal-Aid Highway Act of 1954, follows, Federal-Aid Highway Act of 1952]
Generated description
The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1952
Target entity description: The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
  • A. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • B. Federal-Aid Highway Act of 1956
    The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
  • C. Federal-aid Highway Program
    The Federal-aid Highway Program is a U.S. government initiative that provides federal funding and oversight for the construction, maintenance, and improvement of the nation’s highways and related infrastructure.
  • D. Highway Safety Act of 1970
    The Highway Safety Act of 1970 is a U.S. federal law that significantly strengthened national efforts to reduce traffic accidents and fatalities, including by establishing a centralized framework for vehicle and road safety regulation.
  • E. Highway Beautification Act of 1965
    The Highway Beautification Act of 1965 is a U.S. federal law championed by President Lyndon B. Johnson that regulates outdoor advertising and promotes scenic enhancement along the nation’s interstate and primary highway systems.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f68a54819084326d87c3498252 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c1d82c88190b418e2e2f050b563 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4e109c3c8190abcbc66aef59c52f completed March 7, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac4e646698819083403336eb07b7ff completed March 7, 2026, 4:12 p.m.
Created at: March 1, 2026, 7:42 p.m.