Triple
T15764904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F-16 program |
E382194
|
entity |
| Predicate | initialOperator |
P120239
|
FINISHED |
| Object | United States Air Force |
E891
|
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: United States Air Force | Statement: [F-16 program, initialOperator, United States Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Air Force Context triple: [F-16 program, initialOperator, United States Air Force]
-
A.
United States Air Force
chosen
The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance operations.
-
B.
Air Force
The Air Force is the aerial warfare branch of a nation's armed forces, responsible for air defense, air operations, and supporting ground and naval forces.
-
C.
Total Force of the United States Air Force
The Total Force of the United States Air Force is the integrated framework that combines active-duty, Air National Guard, and Air Force Reserve components into a single, cohesive air and space power structure.
-
D.
Luftstreitkräfte
The Luftstreitkräfte was the air arm of the Imperial German Army during World War I, known for its fighter aces and early military aviation developments.
-
E.
Army Air Corps
The Army Air Corps is the aviation branch of the Malaysian Army, responsible for providing air support, reconnaissance, and transport capabilities to ground forces.
- 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: initialOperator Context triple: [F-16 program, initialOperator, United States Air Force]
-
A.
typicalOperator
Indicates that an entity commonly or normally performs operations on, or acts upon, another entity in a standard or expected manner.
-
B.
operatorStart
Indicates the point in time or event at which an operator begins performing an action or process.
-
C.
openingOperator
Indicates that an entity initiates or performs the action of opening another entity or resource.
-
D.
otherOperator
Indicates a relationship where one operator is distinguished from, or serves as an alternative to, another operator within the same context or system.
-
E.
primaryOperation
Indicates the main or most important operation performed or used by an entity in a given context.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b8154881908afe5191e6424f15 |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa12b98a48190acc6f6566ef13f94 |
completed | May 9, 2026, 9:03 p.m. |
| PD | Predicate disambiguation | batch_69e00531e7ac8190a4190cce4f7fab4c |
completed | April 15, 2026, 9:37 p.m. |
| PDg | Predicate description generation | batch_69e03cc871d0819085c0fc54de7984ff |
completed | April 16, 2026, 1:35 a.m. |
Created at: April 10, 2026, 4:47 a.m.