Triple
T1432184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vickers Wellington |
E30471
|
entity |
| Predicate | usedFor |
P98
|
FINISHED |
| Object |
Operational Training Units
Operational Training Units were specialized Royal Air Force units responsible for providing advanced, mission-focused instruction to aircrews before their deployment to front-line squadrons.
|
E163781
|
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: Operational Training Units | Statement: [Vickers Wellington, usedFor, Operational Training Units]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operational Training Units Context triple: [Vickers Wellington, usedFor, Operational Training Units]
-
A.
aviation training and doctrine center
The aviation training and doctrine center is the U.S. Army’s primary institution responsible for developing, educating, and training Army aviation forces and shaping their operational doctrine.
-
B.
Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
-
C.
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.
-
D.
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.
-
E.
Joint Forward Air Control Training and Standards Unit
The Joint Forward Air Control Training and Standards Unit is a Royal Air Force unit responsible for training and standardizing forward air controllers who coordinate air support for ground forces.
- 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: Operational Training Units Triple: [Vickers Wellington, usedFor, Operational Training Units]
Generated description
Operational Training Units were specialized Royal Air Force units responsible for providing advanced, mission-focused instruction to aircrews before their deployment to front-line squadrons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operational Training Units Target entity description: Operational Training Units were specialized Royal Air Force units responsible for providing advanced, mission-focused instruction to aircrews before their deployment to front-line squadrons.
-
A.
aviation training and doctrine center
The aviation training and doctrine center is the U.S. Army’s primary institution responsible for developing, educating, and training Army aviation forces and shaping their operational doctrine.
-
B.
Army Air Forces Training Command
The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
-
C.
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.
-
D.
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.
-
E.
Joint Forward Air Control Training and Standards Unit
The Joint Forward Air Control Training and Standards Unit is a Royal Air Force unit responsible for training and standardizing forward air controllers who coordinate air support for ground forces.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4ddbe208190a68cb000a6970d17 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016bf2608190a675cbd42e474082 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad0294353081908e29735d1b83f2cc |
completed | March 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad02f6bf288190bcb785762d14787c |
completed | March 8, 2026, 5:02 a.m. |
Created at: March 1, 2026, 8 p.m.