Triple
T3516672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | C. Robert Kehler |
E74323
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Air Command and Staff College |
E75803
|
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: Air Command and Staff College | Statement: [C. Robert Kehler, educatedAt, Air Command and Staff College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Command and Staff College Context triple: [C. Robert Kehler, educatedAt, Air Command and Staff College]
-
A.
Air Command and Staff College
chosen
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
-
B.
Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
-
C.
Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
-
D.
Air University
Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
-
E.
Command and General Staff School
The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc31c0688190a890621a901f5f5f |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b402d3a06481908e512c09306a2566 |
completed | March 13, 2026, 12:28 p.m. |
Created at: March 8, 2026, 3:19 p.m.