Triple
T8867080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 8th Special Operations Squadron |
E211044
|
entity |
| Predicate | notableAircraftPreviouslyOperated |
P27581
|
FINISHED |
| Object | AC-130 gunship |
E204656
|
NE FINISHED |
How this triple was built (3 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: AC-130 gunship | Statement: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, AC-130 gunship]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AC-130 gunship Context triple: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, AC-130 gunship]
-
A.
AC-130 gunship
chosen
The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
-
B.
Douglas AC-47 Spooky
The Douglas AC-47 Spooky is a gunship variant of the C-47 transport aircraft, heavily armed for close air support and famously used by the U.S. Air Force during the Vietnam War.
-
C.
AC-119K Stinger
The AC-119K Stinger was a heavily armed U.S. Air Force gunship variant of the C-119 used during the Vietnam War for close air support and interdiction missions.
-
D.
AC-7
AC-7 was a class of Southern Pacific Railroad articulated steam locomotives of the distinctive cab-forward design used primarily for heavy freight service over mountainous routes.
-
E.
MC-130 Combat Talon
The MC-130 Combat Talon is a specialized U.S. Air Force special operations transport aircraft designed for clandestine infiltration, exfiltration, and resupply missions in hostile or denied territory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableAircraftPreviouslyOperated Context triple: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, AC-130 gunship]
-
A.
historicalAircraftOperated
chosen
Indicates that an entity previously operated a specific aircraft model during a past period, but no longer does so.
-
B.
notableAircraftUsed
Indicates that an entity is known for using, operating, or being associated with a particular aircraft in a notable or significant way.
-
C.
notableTransportAircraft
Indicates that the subject is a transport aircraft recognized for particular significance, such as historical importance, performance, or impact on aviation.
-
D.
notableImportedAircraft
Indicates that an entity is notably recognized for having imported a particular aircraft model or type.
-
E.
notableAircraftRole
Indicates that an aircraft is notably associated with performing a particular role or function.
- F. None of above.
Provenance (4 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6108530c819084559f4de669ce20 |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba113870819096438aebeddbf34a |
completed | April 3, 2026, 1:01 p.m. |
| PD | Predicate disambiguation | batch_69cc5c279ea481908c71756f694b66bf |
completed | March 31, 2026, 11:43 p.m. |
Created at: March 30, 2026, 6:51 p.m.