Triple
T17705435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luftwaffe training regulations |
E441417
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | Luftwaffe flight schools |
—
|
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: Luftwaffe flight schools | Statement: [Luftwaffe training regulations, usedIn, Luftwaffe flight schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luftwaffe flight schools Context triple: [Luftwaffe training regulations, usedIn, Luftwaffe flight schools]
-
A.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
B.
Deutsche Verkehrsfliegerschule
Deutsche Verkehrsfliegerschule was a covert German flight training organization in the interwar period that secretly prepared military pilots under the guise of civilian aviation instruction.
-
C.
Heeresversuchsschulen
Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
-
D.
College of Flying Training
The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
-
E.
Luftwaffe technical offices
The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.
- 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: Luftwaffe flight schools Target entity description: Luftwaffe flight schools were specialized German military aviation institutions responsible for training and preparing pilots and aircrew for service in the Luftwaffe, particularly during the Nazi era and World War II.
-
A.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
B.
Deutsche Verkehrsfliegerschule
chosen
Deutsche Verkehrsfliegerschule was a covert German flight training organization in the interwar period that secretly prepared military pilots under the guise of civilian aviation instruction.
-
C.
Heeresversuchsschulen
Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
-
D.
College of Flying Training
The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
-
E.
Luftwaffe technical offices
The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.
- F. None of above.
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_69d8b9ea20b48190ace88bb46b01e6a9 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e47297359481909629c79220e58245 |
completed | April 19, 2026, 6:13 a.m. |
Created at: April 10, 2026, 10:05 a.m.