Triple

T8671539
Position Surface form Disambiguated ID Type / Status
Subject Urban Mass Transportation Act of 1964 E205807 entity
Predicate relatedTo P37 FINISHED
Object Federal-Aid Highway Act of 1962
The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
E750149 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 1962 | Statement: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1962
Context triple: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Highway Safety Act of 1966
    The Highway Safety Act of 1966 is a landmark U.S. federal law that established national safety standards and programs to reduce traffic accidents, injuries, and fatalities on the nation’s roadways.
  • E. Federal-Aid Highway Act of 1944
    The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
  • 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 1962
Triple: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
Generated description
The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1962
Target entity description: The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Highway Safety Act of 1966
    The Highway Safety Act of 1966 is a landmark U.S. federal law that established national safety standards and programs to reduce traffic accidents, injuries, and fatalities on the nation’s roadways.
  • E. Federal-Aid Highway Act of 1944
    The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc491a34d08190b0795079d192a03d completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd3a3c5c8190940a61e7e7b3e887 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece8fcbcc8190832a66287bc8f833 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecff48600819086a15700cb947056 completed April 2, 2026, 8:22 p.m.
Created at: March 30, 2026, 6:31 p.m.