Triple
T9635396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rex Walheim |
E232914
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Squadron Officer School |
E298998
|
NE FINISHED |
How this triple was built (2 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: Squadron Officer School | Statement: [Rex Walheim, educatedAt, Squadron Officer School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Squadron Officer School Context triple: [Rex Walheim, educatedAt, Squadron Officer School]
-
A.
Squadron Officer School
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
Created at: March 30, 2026, 8:11 p.m.