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.