Triple
T3560067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas N. Barnes Center for Enlisted Education |
E75313
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
|
E370564
|
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: Airman Leadership School | Statement: [Thomas N. Barnes Center for Enlisted Education, operatesProgram, Airman Leadership School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airman Leadership School Context triple: [Thomas N. Barnes Center for Enlisted Education, operatesProgram, Airman Leadership School]
-
A.
Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
-
B.
Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
-
C.
Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
-
D.
Officer Training School (United States Air Force)
Officer Training School (United States Air Force) is a commissioning program that trains and prepares selected college graduates and enlisted personnel to become officers in the U.S. Air Force.
-
E.
United States Air Force Weapons School
The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
- 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: Airman Leadership School Triple: [Thomas N. Barnes Center for Enlisted Education, operatesProgram, Airman Leadership School]
Generated description
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Airman Leadership School Target entity description: Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
-
A.
Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
-
B.
Squadron Officer School
Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
-
C.
Air Corps Tactical School
The Air Corps Tactical School was a pre–World War II U.S. Army Air Corps institution that developed many of the foundational doctrines of modern airpower and strategic bombing.
-
D.
Officer Training School (United States Air Force)
Officer Training School (United States Air Force) is a commissioning program that trains and prepares selected college graduates and enlisted personnel to become officers in the U.S. Air Force.
-
E.
United States Air Force Weapons School
The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
- 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_69ad85d45090819086f34fb85d850a1e |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc089270c81908bc200c84fe1592e |
completed | March 8, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bb9de4bc8190ba5d111465e66cf8 |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bf85f4f881908bfd2dcfaa3537af |
completed | March 13, 2026, 7:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3fb35c3a08190b50c87923037ee07 |
completed | March 13, 2026, 11:55 a.m. |
Created at: March 8, 2026, 3:20 p.m.