Triple
T3219013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republic of China Air Force |
E67463
|
entity |
| Predicate | operatesAircraft |
P1524
|
FINISHED |
| Object |
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.
|
E337644
|
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: AIDC AT-3 | Statement: [Republic of China Air Force, operatesAircraft, AIDC AT-3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AIDC AT-3 Context triple: [Republic of China Air Force, operatesAircraft, AIDC AT-3]
-
A.
M-346 trainer aircraft
The M-346 is an advanced jet trainer and light attack aircraft designed for lead-in fighter training and tactical roles, widely used by several air forces worldwide.
-
B.
ATA-3
ATA-3 is the third generation of the AT Attachment (ATA) interface standard for connecting storage devices like hard drives and optical drives to computers, introducing enhancements in performance and reliability over earlier versions.
-
C.
Beechcraft T-34 Mentor
The Beechcraft T-34 Mentor is a propeller-driven military trainer aircraft widely used by the U.S. and allied air forces for primary flight training from the 1950s onward.
-
D.
ATA-1
ATA-1 is the first generation of the ATA (AT Attachment) interface standard used to connect storage devices like hard drives and optical drives to a computer’s motherboard.
-
E.
Beechcraft T-6 Texan II
The Beechcraft T-6 Texan II is a single-engine turboprop military trainer aircraft widely used by air forces for primary and basic flight training.
- 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: AIDC AT-3 Triple: [Republic of China Air Force, operatesAircraft, AIDC AT-3]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AIDC AT-3 Target entity description: 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.
-
A.
M-346 trainer aircraft
The M-346 is an advanced jet trainer and light attack aircraft designed for lead-in fighter training and tactical roles, widely used by several air forces worldwide.
-
B.
ATA-3
ATA-3 is the third generation of the AT Attachment (ATA) interface standard for connecting storage devices like hard drives and optical drives to computers, introducing enhancements in performance and reliability over earlier versions.
-
C.
Beechcraft T-34 Mentor
The Beechcraft T-34 Mentor is a propeller-driven military trainer aircraft widely used by the U.S. and allied air forces for primary flight training from the 1950s onward.
-
D.
ATA-1
ATA-1 is the first generation of the ATA (AT Attachment) interface standard used to connect storage devices like hard drives and optical drives to a computer’s motherboard.
-
E.
Beechcraft T-6 Texan II
The Beechcraft T-6 Texan II is a single-engine turboprop military trainer aircraft widely used by air forces for primary and basic flight training.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adab0c48b481909d1bd9dc41dfa8c2 |
completed | March 8, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b26245dfb08190a051ec6d2dbc63c6 |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b264c54c508190be85da879935e7f4 |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b268d60bd0819097194da2e9065947 |
completed | March 12, 2026, 7:18 a.m. |
Created at: March 8, 2026, 3:08 p.m.