Triple

T12325909
Position Surface form Disambiguated ID Type / Status
Subject Federal Law Enforcement Training Centers, Glynco, Georgia E293828 entity
Predicate servesAgency P30640 FINISHED
Object Federal Air Marshal Service E97460 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: Federal Air Marshal Service | Statement: [Federal Law Enforcement Training Centers, Glynco, Georgia, servesAgency, Federal Air Marshal Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Air Marshal Service
Context triple: [Federal Law Enforcement Training Centers, Glynco, Georgia, servesAgency, Federal 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. 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.
  • D. 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.
  • E. Federal Protective Service (FSO)
    The Federal Protective Service (FSO) is a Russian federal security agency responsible for protecting top state officials and securing key government communications and facilities.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4e7e588190b37e2413bc649198 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
Created at: April 8, 2026, 9:53 p.m.