Triple
T18004433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Air Marshal Service |
E430708
|
entity |
| Predicate | employs |
P7
|
FINISHED |
| Object | federal air marshals |
—
|
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: federal air marshals | Statement: [Federal Air Marshal Service, employs, federal air marshals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: federal air marshals Context triple: [Federal Air Marshal Service, employs, federal air marshals]
-
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.
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.
-
C.
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.
-
D.
Airports Security Force
The Airports Security Force is Pakistan’s specialized federal agency responsible for ensuring the security of airports, aircraft, and civil aviation facilities across the country.
-
E.
Policía Federal
Policía Federal was Mexico’s former federal police force responsible for nationwide law enforcement, crime prevention, and public security operations.
- 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.