Triple

T18004460
Position Surface form Disambiguated ID Type / Status
Subject Federal Air Marshal Service E430708 entity
Predicate hasAlternativeName P39 FINISHED
Object U.S. Air Marshal Service — NE NERFINISHED

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: U.S. Air Marshal Service | Statement: [Federal Air Marshal Service, hasAlternativeName, U.S. Air Marshal Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Air Marshal Service
Context triple: [Federal Air Marshal Service, hasAlternativeName, U.S. Air Marshal Service]
  • A. Federal Air Marshal Service chosen
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • B. United States Marshals Service
    The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
  • C. U.S. Marshals
    U.S. Marshals is a 1998 American action thriller film and spin-off of The Fugitive, following a team of U.S. Marshals led by Tommy Lee Jones as they pursue a fugitive played by Wesley Snipes.
  • D. Air Force Office of Special Investigations
    The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
  • E. Diplomatic Security Service
    The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b3eb1f748190904c8894d22cf85f completed April 19, 2026, 10:52 a.m.
Created at: April 10, 2026, 10:23 a.m.