Triple

T1018596
Position Surface form Disambiguated ID Type / Status
Subject National Airspace System governance E21988 entity
Predicate involvesAgency P3933 FINISHED
Object Department of Transportation E611 NE FINISHED

How this triple was built (3 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: Department of Transportation | Statement: [National Airspace System governance, involvesAgency, Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Transportation
Context triple: [National Airspace System governance, involvesAgency, Department of Transportation]
  • A. United States Department of Transportation chosen
    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.
  • B. 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.
  • 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. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • E. Federal Transit Administration
    The Federal Transit Administration is a U.S. government agency that provides financial and technical assistance to support and improve public transportation systems nationwide.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: involvesAgency
Context triple: [National Airspace System governance, involvesAgency, Department of Transportation]
  • A. agency
    Indicates that an entity acts on behalf of, represents, or exercises power or control for another entity in performing an action or fulfilling a role.
  • B. publicAgency chosen
    Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
  • C. affectedAgency
    Indicates that one entity has an effect on, or causes a change in, the agency or capacity for action of another entity.
  • D. governingBodyInvolvement
    Indicates the extent or manner in which a governing body participates in, oversees, or influences a particular activity, decision, or entity.
  • E. involves
    Indicates that an entity participates in, is a part of, or is implicated within a particular event, process, or relationship.
  • F. None of above.

Provenance (4 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_69a493c68e24819080ed0ee8bcfd5ce0 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7c6005081909d9e56114c532d14 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4292482c81909bf39cd0bb288599 completed March 7, 2026, 3:21 p.m.
PD Predicate disambiguation batch_69a4b7238d4c8190b22d6c2ac0ac4911 completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:41 p.m.