Triple

T2530740
Position Surface form Disambiguated ID Type / Status
Subject North American T-28 Trojan E56150 entity
Predicate successorInUSAFTrainingRole P8221 FINISHED
Object 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.
E275553 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: Cessna T-37 Tweet | Statement: [North American T-28 Trojan, successorInUSAFTrainingRole, Cessna T-37 Tweet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cessna T-37 Tweet
Context triple: [North American T-28 Trojan, successorInUSAFTrainingRole, Cessna T-37 Tweet]
  • 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. 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.
  • C. 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.
  • D. Boeing T-7A Red Hawk
    The Boeing T-7A Red Hawk is a modern U.S. Air Force advanced jet trainer designed to prepare pilots for fifth-generation fighters like the F-22 and F-35.
  • E. North American T-28 Trojan
    The North American T-28 Trojan is a post–World War II U.S. military trainer aircraft that was widely used by the Air Force and Navy and later adapted for counterinsurgency and ground-attack roles.
  • 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: Cessna T-37 Tweet
Triple: [North American T-28 Trojan, successorInUSAFTrainingRole, Cessna T-37 Tweet]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cessna T-37 Tweet
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Boeing T-7A Red Hawk
    The Boeing T-7A Red Hawk is a modern U.S. Air Force advanced jet trainer designed to prepare pilots for fifth-generation fighters like the F-22 and F-35.
  • E. North American T-28 Trojan
    The North American T-28 Trojan is a post–World War II U.S. military trainer aircraft that was widely used by the Air Force and Navy and later adapted for counterinsurgency and ground-attack roles.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: successorInUSAFTrainingRole
Context triple: [North American T-28 Trojan, successorInUSAFTrainingRole, Cessna T-37 Tweet]
  • A. successorRole
    Indicates that one role or position directly follows and replaces another in a sequence or organizational structure.
  • B. successorAircraftProgram chosen
    Indicates that one aircraft program directly follows and replaces another as its successor in development or service.
  • C. 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.
  • D. successorStateRole
    Indicates that one role represents the state or position that directly follows and replaces another role in a sequence or process.
  • E. successorInCommand
    Indicates that one entity is designated to assume command authority immediately after another entity, typically when the latter is unavailable or their term ends.
  • F. None of above.

Provenance (6 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_69af2bb6bb608190845706f1a675ad1c completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
PD Predicate disambiguation batch_69abd0c2e34c8190a914d5c2afba147c completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:46 p.m.