Triple

T5551824
Position Surface form Disambiguated ID Type / Status
Subject Title 23 of the United States Code E145543 entity
Predicate historicalPrecursor P97 FINISHED
Object 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.
E532918 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 Road Act of 1916 | Statement: [Title 23 of the United States Code, historicalPrecursor, Federal Aid Road Act of 1916]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Aid Road Act of 1916
Context triple: [Title 23 of the United States Code, historicalPrecursor, Federal Aid Road Act of 1916]
  • 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 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.
  • 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 Road Act of 1916
Triple: [Title 23 of the United States Code, historicalPrecursor, Federal Aid Road Act of 1916]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Aid Road Act of 1916
Target entity description: 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.
  • 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 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.
  • 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_69c028350bc08190a8b48893157b86a1 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c037b4e04881908d07e704f2a161bb completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0384f8ce481908e7f82edf6c17323 completed March 22, 2026, 6:43 p.m.
Created at: March 22, 2026, 3:35 p.m.