Triple
T11025104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 27th Special Operations Group |
E260597
|
entity |
| Predicate | assignedAircraftExample |
P73438
|
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: [27th Special Operations Group, assignedAircraftExample, AC-130 gunship]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AC-130 gunship Context triple: [27th Special Operations Group, assignedAircraftExample, 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: assignedAircraftExample Context triple: [27th Special Operations Group, assignedAircraftExample, AC-130 gunship]
-
A.
assignedToAirline
Indicates that something (such as a flight, aircraft, or resource) is allocated or designated to a specific airline.
-
B.
intendedAircraft
chosen
Indicates that an aircraft is the one planned or designated to be used for a particular flight, mission, or operation.
-
C.
associatedWithAircraftModel
Indicates that something has a specified relationship or connection to a particular aircraft model.
-
D.
carrierAircraft
Indicates that an aircraft is designed, equipped, or used to operate from an aircraft carrier.
-
E.
referredAircraftUsedFor
Indicates that the referenced aircraft is utilized for a particular purpose, role, or operation in relation to another entity or context.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797bf78a48190a37b423812827d4e |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e37523f8548190ad40fa76660232a8 |
completed | April 18, 2026, 12:12 p.m. |
| PD | Predicate disambiguation | batch_69d7440087ac8190aef2e6f6b13b2635 |
completed | April 9, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:25 p.m.