Triple
T21828171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard T. Markey |
E538910
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | United States Army Air Forces schools |
—
|
NE NERFINISHED |
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: United States Army Air Forces schools | Statement: [Howard T. Markey, educatedAt, United States Army Air Forces schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Army Air Forces schools Context triple: [Howard T. Markey, educatedAt, United States Army Air Forces schools]
-
A.
Army Air Forces School of Applied Tactics
chosen
The Army Air Forces School of Applied Tactics was a World War II–era U.S. Army Air Forces institution that developed and tested advanced air combat tactics, doctrine, and training for operational units.
-
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.
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.
-
D.
United States Army schools
United States Army schools are specialized military educational institutions that train soldiers and officers in various operational, technical, and leadership skills to support the Army’s missions.
-
E.
Luftwaffe technical schools
Luftwaffe technical schools were specialized training institutions of Nazi Germany’s air force that educated personnel in aviation technology, aircraft maintenance, and related technical skills to support air operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0c475038c8190abb9b1a20eb8ff50 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f09133718081909faa67c3721aed52 |
completed | April 28, 2026, 10:51 a.m. |
Created at: April 16, 2026, 6:54 p.m.