Triple
T18004459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Air Marshal Service |
E430708
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Air Marshal Service
The Air Marshal Service is a U.S. federal law enforcement agency whose armed officers provide in-flight security on commercial aircraft to deter and respond to terrorism and other criminal threats.
|
E1300336
|
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: Air Marshal Service | Statement: [Federal Air Marshal Service, hasAlternativeName, Air Marshal Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Marshal Service Context triple: [Federal Air Marshal Service, hasAlternativeName, Air Marshal Service]
-
A.
Intelligence Corps
The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
-
B.
Intelligence Corps
The Intelligence Corps is a specialized branch of the Malaysian Army responsible for military intelligence gathering, analysis, and security support to army operations.
-
C.
Ministry of Defence Police
The Ministry of Defence Police is a specialized British civilian police force responsible for law enforcement, security, and investigative duties across UK defence sites, assets, and personnel.
-
D.
Air Marshal
Air Marshal is a senior air force rank, typically equivalent to a three-star general, held by high-ranking officers responsible for major operational commands and strategic leadership in an air force.
-
E.
RAF Police
The RAF Police is the military police branch of the United Kingdom’s Royal Air Force, responsible for law enforcement, security, and protective duties within the 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: Air Marshal Service Triple: [Federal Air Marshal Service, hasAlternativeName, Air Marshal Service]
Generated description
The Air Marshal Service is a U.S. federal law enforcement agency whose armed officers provide in-flight security on commercial aircraft to deter and respond to terrorism and other criminal threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Marshal Service Target entity description: The Air Marshal Service is a U.S. federal law enforcement agency whose armed officers provide in-flight security on commercial aircraft to deter and respond to terrorism and other criminal threats.
-
A.
Intelligence Corps
The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
-
B.
Intelligence Corps
The Intelligence Corps is a specialized branch of the Malaysian Army responsible for military intelligence gathering, analysis, and security support to army operations.
-
C.
Ministry of Defence Police
The Ministry of Defence Police is a specialized British civilian police force responsible for law enforcement, security, and investigative duties across UK defence sites, assets, and personnel.
-
D.
Air Marshal
Air Marshal is a senior air force rank, typically equivalent to a three-star general, held by high-ranking officers responsible for major operational commands and strategic leadership in an air force.
-
E.
RAF Police
The RAF Police is the military police branch of the United Kingdom’s Royal Air Force, responsible for law enforcement, security, and protective duties within the service.
- F. None of above. chosen
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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3eb1f748190904c8894d22cf85f |
completed | April 19, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0337b6b7e48190a649dda888450b2d |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033ca755e08190aa5003164b49f196 |
completed | May 12, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033d7a601c8190a4746adfdfffbca8 |
completed | May 12, 2026, 2:47 p.m. |
Created at: April 10, 2026, 10:23 a.m.