Triple
T8465611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron) |
E200152
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
RAAF JTAC training system
The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
|
E737120
|
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: RAAF JTAC training system | Statement: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RAAF JTAC training system Context triple: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
-
A.
UK Military Flying Training System
The UK Military Flying Training System is a comprehensive program that provides integrated flight training for Royal Navy, British Army, and Royal Air Force aircrew using a fleet of modern training aircraft and simulators.
-
B.
Royal Air Force Air Cadets flying training system
The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
-
C.
Alpha Jet
The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
-
D.
AIDC AT-3
The AIDC AT-3 is a Taiwanese-built jet trainer and light attack aircraft developed by the Aerospace Industrial Development Corporation for military pilot training and close air support roles.
-
E.
B-52 Weapons Instructor Course
The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.
- 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: RAAF JTAC training system Triple: [RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron), partOf, RAAF JTAC training system]
Generated description
The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: RAAF JTAC training system Target entity description: The RAAF JTAC training system is an integrated Australian Air Force program that prepares Joint Terminal Attack Controllers using dedicated aircraft, simulators, and specialized ground support to coordinate close air support missions.
-
A.
UK Military Flying Training System
The UK Military Flying Training System is a comprehensive program that provides integrated flight training for Royal Navy, British Army, and Royal Air Force aircrew using a fleet of modern training aircraft and simulators.
-
B.
Royal Air Force Air Cadets flying training system
The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
-
C.
Alpha Jet
The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
-
D.
AIDC AT-3
The AIDC AT-3 is a Taiwanese-built jet trainer and light attack aircraft developed by the Aerospace Industrial Development Corporation for military pilot training and close air support roles.
-
E.
B-52 Weapons Instructor Course
The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.
- 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_69ca83198c4c8190a337bf717d1813f5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe4d17ec8819093becdaec750aff5 |
completed | March 31, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce39e0d7788190add03271c940e1ff |
completed | April 2, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69ce3ad9a3a88190929a6c6ae7ee58cf |
completed | April 2, 2026, 9:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3cc54d888190ae86b787afc38f7b |
completed | April 2, 2026, 9:54 a.m. |
Created at: March 30, 2026, 6:11 p.m.