Triple
T21089242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aermacchi M-346 Master |
E519587
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
M-346FT
The M-346FT is a light combat and advanced trainer aircraft variant of the Aermacchi M-346, optimized for both training and multirole operational missions.
|
E28606
|
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: M-346FT | Statement: [Aermacchi M-346 Master, hasVariant, M-346FT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-346FT Context triple: [Aermacchi M-346 Master, hasVariant, M-346FT]
-
A.
M-346 Master
The M-346 Master is an advanced jet trainer and light attack aircraft designed primarily for training fighter pilots for modern high-performance combat aircraft.
-
B.
M-40
M-40 is a major ring road encircling Madrid, Spain, serving as a key arterial route that connects various suburbs and municipalities around the city.
-
C.
M-40
M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
-
D.
M-34
M-34 is a state trunkline highway in Michigan that serves as an important regional route through Lenawee County.
-
E.
M-14
M-14 is a state highway in southeastern Michigan that serves as a major commuter route connecting Ann Arbor with the western suburbs of the Detroit metropolitan area.
- 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: M-346FT Triple: [Aermacchi M-346 Master, hasVariant, M-346FT]
Generated description
The M-346FT is a light combat and advanced trainer aircraft variant of the Aermacchi M-346, optimized for both training and multirole operational missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-346FT Target entity description: The M-346FT is a light combat and advanced trainer aircraft variant of the Aermacchi M-346, optimized for both training and multirole operational missions.
-
A.
M-346 Master
chosen
The M-346 Master is an advanced jet trainer and light attack aircraft designed primarily for training fighter pilots for modern high-performance combat aircraft.
-
B.
M-40
M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
-
C.
M-40
M-40 is a major ring road encircling Madrid, Spain, serving as a key arterial route that connects various suburbs and municipalities around the city.
-
D.
M-34
M-34 is a state trunkline highway in Michigan that serves as an important regional route through Lenawee County.
-
E.
M-14
M-14 is a state highway in southeastern Michigan that serves as a major commuter route connecting Ann Arbor with the western suburbs of the Detroit metropolitan area.
- F. None of above.
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_69e0b507dd9081908fb8bfcbef4c8b46 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7094dd65481909391ed74115afc23 |
completed | April 21, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096db0549c8190a92b60e22506efbd |
completed | May 17, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_6a096e80955c819080873bc728d9ab5d |
completed | May 17, 2026, 7:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f5e96cc8190b3be5a773868bd32 |
completed | May 17, 2026, 7:33 a.m. |
Created at: April 16, 2026, 2:50 p.m.