Triple

T5551825
Position Surface form Disambiguated ID Type / Status
Subject Title 23 of the United States Code E145543 entity
Predicate historicalPrecursor P97 FINISHED
Object Federal Highway Act of 1921
The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
E536002 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 Highway Act of 1921 | Statement: [Title 23 of the United States Code, historicalPrecursor, Federal Highway Act of 1921]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Highway Act of 1921
Context triple: [Title 23 of the United States Code, historicalPrecursor, Federal Highway Act of 1921]
  • A. Federal Aid Road Act of 1916
    The Federal Aid Road Act of 1916 was a landmark U.S. law that first established federal funding and oversight for state highway construction, laying the foundation for the modern national road system.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Highway Act of 1921
Triple: [Title 23 of the United States Code, historicalPrecursor, Federal Highway Act of 1921]
Generated description
The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Highway Act of 1921
Target entity description: The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
  • A. Federal Aid Road Act of 1916
    The Federal Aid Road Act of 1916 was a landmark U.S. law that first established federal funding and oversight for state highway construction, laying the foundation for the modern national road system.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe3e7788190aa5361b083197c17 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04cf6d9f48190a3ee3446973c7381 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:35 p.m.