Triple

T173870
Position Surface form Disambiguated ID Type / Status
Subject United States Numbered Highway System E3535 entity
Predicate coordinatedBy P86 FINISHED
Object American Association of State Highway and Transportation Officials
The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
E21726 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: American Association of State Highway and Transportation Officials | Statement: [United States Numbered Highway System, coordinatedBy, American Association of State Highway and Transportation Officials]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Association of State Highway and Transportation Officials
Context triple: [United States Numbered Highway System, coordinatedBy, American Association of State Highway and Transportation Officials]
  • A. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. American Society of Civil Engineers
    The American Society of Civil Engineers is a professional organization in the United States that represents civil engineers and promotes the advancement of civil engineering practice, education, and infrastructure.
  • C. National Highway Traffic Safety Administration
    The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
  • D. United States Department of Transportation
    The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
  • E. Surface Transportation Board
    The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
  • 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: American Association of State Highway and Transportation Officials
Triple: [United States Numbered Highway System, coordinatedBy, American Association of State Highway and Transportation Officials]
Generated description
The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Association of State Highway and Transportation Officials
Target entity description: The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
  • A. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. American Society of Civil Engineers
    The American Society of Civil Engineers is a professional organization in the United States that represents civil engineers and promotes the advancement of civil engineering practice, education, and infrastructure.
  • C. National Highway Traffic Safety Administration
    The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
  • D. United States Department of Transportation
    The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
  • E. Surface Transportation Board
    The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258e1ec008190a89dd452f72574f4 completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e7e38b8881908c5030f7c9553aff completed Feb. 28, 2026, 1:04 p.m.
NEDg Description generation batch_69a2e8f4bc508190bbf7f46ba45a0bfb completed Feb. 28, 2026, 1:09 p.m.
NED2 Entity disambiguation (via description) batch_69a2e9dfe0ac8190a48809a28fa0c8bd completed Feb. 28, 2026, 1:13 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.