Triple

T221384
Position Surface form Disambiguated ID Type / Status
Subject Great Society E4220 entity
Predicate hasPart P35 FINISHED
Object 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.
E28476 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: Highway Beautification Act of 1965 | Statement: [Great Society, hasPart, Highway Beautification Act of 1965]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway Beautification Act of 1965
Context triple: [Great Society, hasPart, Highway Beautification Act of 1965]
  • A. 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.
  • 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. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • D. Department of Transportation Act
    The Department of Transportation Act is the U.S. federal law enacted in 1966 that created the United States Department of Transportation to coordinate and oversee national transportation policies and programs.
  • E. Interstate Highway System
    The Interstate Highway System is a nationwide network of controlled-access highways in the United States designed to facilitate high-speed, long-distance travel and commerce.
  • 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: Highway Beautification Act of 1965
Triple: [Great Society, hasPart, Highway Beautification Act of 1965]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway Beautification Act of 1965
Target entity description: 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.
  • A. 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.
  • 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. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • D. Department of Transportation Act
    The Department of Transportation Act is the U.S. federal law enacted in 1966 that created the United States Department of Transportation to coordinate and oversee national transportation policies and programs.
  • E. Interstate Highway System
    The Interstate Highway System is a nationwide network of controlled-access highways in the United States designed to facilitate high-speed, long-distance travel and commerce.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c6e6fbc8190a8744e193df513e8 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d953f308190b15fc5768b5b5e6f completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a35076ef6881908918c19412e12efe completed Feb. 28, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69a350d687148190b673593b8aa0072e completed Feb. 28, 2026, 8:32 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.