Triple
T801678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation Security Administration |
E17140
|
entity |
| Predicate | employerOf |
P7
|
FINISHED |
| Object |
federal air marshals
Federal air marshals are highly trained law enforcement officers who travel undercover on commercial flights to detect, deter, and respond to in-flight terrorist and criminal threats.
|
E17140
|
NE FINISHED |
How this triple was built (4 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: [Transportation Security Administration, employerOf, federal air marshals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: federal air marshals Context triple: [Transportation Security Administration, employerOf, federal air marshals]
-
A.
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.
-
B.
Transportation Security Administration
The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
-
C.
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.
-
D.
FBI special agents
FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
-
E.
The Secret Service
"The Secret Service" is a 2012 spy comic book series created by Mark Millar and Dave Gibbons that follows a young man recruited into a covert British intelligence agency, serving as the basis for the film "Kingsman: The Secret Service."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: federal air marshals Triple: [Transportation Security Administration, employerOf, federal air marshals]
Generated description
Federal air marshals are highly trained law enforcement officers who travel undercover on commercial flights to detect, deter, and respond to in-flight terrorist and criminal threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: federal air marshals Target entity description: Federal air marshals are highly trained law enforcement officers who travel undercover on commercial flights to detect, deter, and respond to in-flight terrorist and criminal threats.
-
A.
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.
-
B.
Transportation Security Administration
chosen
The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
-
C.
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.
-
D.
FBI special agents
FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
-
E.
The Secret Service
"The Secret Service" is a 2012 spy comic book series created by Mark Millar and Dave Gibbons that follows a young man recruited into a covert British intelligence agency, serving as the basis for the film "Kingsman: The Secret Service."
- F. None of above.
Provenance (5 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_69a49378b9c48190adbf5f62e5b7aca1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7cd6b98819080898934552a72f9 |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a68924e1048190ba60034c8b8b3b9e |
completed | March 3, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69a68a0f581c8190bdb2a9bda9bce1fa |
completed | March 3, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6d6042aac8190ba0b092c4b3df66e |
completed | March 3, 2026, 12:37 p.m. |
Created at: March 1, 2026, 7:38 p.m.