Triple

T15144231
Position Surface form Disambiguated ID Type / Status
Subject United States Department of Transportation E361765 entity
Predicate abbreviation P43 FINISHED
Object USDOT E611 NE FINISHED

How this triple was built (2 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: USDOT | Statement: [United States Department of Transportation, abbreviation, USDOT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDOT
Context triple: [United States Department of Transportation, abbreviation, USDOT]
  • 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. Department of Transportation
    The Department of Transportation is a Philippine government agency responsible for planning, implementing, and managing the country’s transportation systems and infrastructure across road, rail, air, and sea.
  • C. Department of Transportation
    The Department of Transportation is a government agency responsible for planning, building, and maintaining transportation infrastructure and services within its jurisdiction.
  • D. Bureau of Motor Carriers
    The Bureau of Motor Carriers was a division of the U.S. Interstate Commerce Commission responsible for regulating interstate motor carrier transportation, including safety and economic oversight of trucking and bus companies.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005c71b688190b2e8ccfdf4db9037 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69febfee0ae48190a36523d3eeae9740 completed May 9, 2026, 5:02 a.m.
Created at: April 10, 2026, 3:07 a.m.