Triple
T2530741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North American T-28 Trojan |
E56150
|
entity |
| Predicate | successorInUSNTrainingRole |
P39406
|
FINISHED |
| Object |
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.
|
E277514
|
NE FINISHED |
How this triple was built (5 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: Beechcraft T-34 Mentor | Statement: [North American T-28 Trojan, successorInUSNTrainingRole, Beechcraft T-34 Mentor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beechcraft T-34 Mentor Context triple: [North American T-28 Trojan, successorInUSNTrainingRole, Beechcraft T-34 Mentor]
-
A.
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.
-
B.
Cessna T-37 Tweet
The Cessna T-37 Tweet is a small, twin‑engine jet trainer aircraft used extensively by the U.S. Air Force and several allied nations for primary pilot training during the Cold War era.
-
C.
Convair T-29
The Convair T-29 is a military trainer and transport aircraft developed from the Convair 240 airliner and used primarily by the U.S. Air Force for navigation and radar training.
-
D.
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.
-
E.
Lockheed T-33 Shooting Star
The Lockheed T-33 Shooting Star is a jet-powered American trainer aircraft developed from the P-80 fighter and widely used by the U.S. Air Force and many other countries during the early Cold War era.
- 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: Beechcraft T-34 Mentor Triple: [North American T-28 Trojan, successorInUSNTrainingRole, Beechcraft T-34 Mentor]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beechcraft T-34 Mentor Target entity description: 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.
-
A.
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.
-
B.
Cessna T-37 Tweet
The Cessna T-37 Tweet is a small, twin‑engine jet trainer aircraft used extensively by the U.S. Air Force and several allied nations for primary pilot training during the Cold War era.
-
C.
Convair T-29
The Convair T-29 is a military trainer and transport aircraft developed from the Convair 240 airliner and used primarily by the U.S. Air Force for navigation and radar training.
-
D.
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.
-
E.
Lockheed T-33 Shooting Star
The Lockheed T-33 Shooting Star is a jet-powered American trainer aircraft developed from the P-80 fighter and widely used by the U.S. Air Force and many other countries during the early Cold War era.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: successorInUSNTrainingRole Context triple: [North American T-28 Trojan, successorInUSNTrainingRole, Beechcraft T-34 Mentor]
-
A.
successorRole
Indicates that one role or position directly follows and replaces another in a sequence or organizational structure.
-
B.
successorInPractice
Indicates that one entity has taken over the role, position, or function of another in actual practice, even if not formally or officially designated as its successor.
-
C.
successorOfficeTo
Indicates that one office or position directly follows and replaces another in an official sequence or hierarchy.
-
D.
successorStateRole
Indicates that one role represents the state or position that directly follows and replaces another role in a sequence or process.
-
E.
successorOfficeHolder
Indicates that one office holder directly follows another in occupying the same official position.
- F. None of above. chosen
Provenance (7 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd276930c8190bd46b52e06b7098e |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cf3c790819089b0d202e25e6ede |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5f0609dc8190a4b99eb2668cd1ff |
completed | March 10, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69af5f55643881909776d9334df63c1d |
completed | March 10, 2026, 12:01 a.m. |
| PD | Predicate disambiguation | batch_69abd0c2e34c8190a914d5c2afba147c |
completed | March 7, 2026, 7:16 a.m. |
| PDg | Predicate description generation | batch_69abd18e72a88190bdcf12b326d42fad |
completed | March 7, 2026, 7:19 a.m. |
Created at: March 6, 2026, 9:46 p.m.