Triple
T21910919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Force Pilot Badge |
E541054
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | United States Air Force Aircrew Management |
—
|
NE NERFINISHED |
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 Aircrew Management | Statement: [Air Force Pilot Badge, governingBody, United States Air Force Aircrew Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Air Force Aircrew Management Context triple: [Air Force Pilot Badge, governingBody, United States Air Force Aircrew Management]
-
A.
U.S. Air Force professional military education system
The U.S. Air Force professional military education system is a structured continuum of academic and leadership development programs designed to prepare Airmen at all ranks for increasing levels of responsibility and command.
-
B.
Aviation Cadet Training Program of the U.S. Air Force
The Aviation Cadet Training Program of the U.S. Air Force was a mid-20th-century officer and pilot training pipeline that prepared enlisted men and civilians for commissioned service as Air Force aviators and navigators.
-
C.
United States Air Force air mobility doctrine
United States Air Force air mobility doctrine is the guiding framework that defines how the Air Force plans, organizes, and conducts global airlift, air refueling, and aeromedical evacuation operations to project and sustain military power worldwide.
-
D.
Military Airlift Fleet of the United States Air Force
The Military Airlift Fleet of the United States Air Force is the core collection of military transport aircraft responsible for rapidly moving troops, equipment, and supplies worldwide in support of U.S. defense and humanitarian missions.
-
E.
Airman Systems Directorate
The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Air Force Aircrew Management Target entity description: United States Air Force Aircrew Management is the organizational authority responsible for overseeing policies, standards, and career management for USAF aircrew personnel.
-
A.
U.S. Air Force professional military education system
The U.S. Air Force professional military education system is a structured continuum of academic and leadership development programs designed to prepare Airmen at all ranks for increasing levels of responsibility and command.
-
B.
Aviation Cadet Training Program of the U.S. Air Force
The Aviation Cadet Training Program of the U.S. Air Force was a mid-20th-century officer and pilot training pipeline that prepared enlisted men and civilians for commissioned service as Air Force aviators and navigators.
-
C.
United States Air Force air mobility doctrine
United States Air Force air mobility doctrine is the guiding framework that defines how the Air Force plans, organizes, and conducts global airlift, air refueling, and aeromedical evacuation operations to project and sustain military power worldwide.
-
D.
Military Airlift Fleet of the United States Air Force
The Military Airlift Fleet of the United States Air Force is the core collection of military transport aircraft responsible for rapidly moving troops, equipment, and supplies worldwide in support of U.S. defense and humanitarian missions.
-
E.
Airman Systems Directorate
The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
- F. None of above. chosen
Provenance (2 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_69e0c47c4b9c8190a5586a75f5f36453 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f121da36e88190b42b82641ec54a19 |
completed | April 28, 2026, 9:08 p.m. |
Created at: April 16, 2026, 7:40 p.m.