Triple

T1001580
Position Surface form Disambiguated ID Type / Status
Subject Republic Airways E21613 entity
Predicate hasTrainingSubsidiary P11471 FINISHED
Object Leadership In Flight Training Academy
Leadership In Flight Training Academy is a flight training school operated by Republic Airways to develop and prepare future professional airline pilots.
E118840 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: Leadership In Flight Training Academy | Statement: [Republic Airways, hasTrainingSubsidiary, Leadership In Flight Training Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leadership In Flight Training Academy
Context triple: [Republic Airways, hasTrainingSubsidiary, Leadership In Flight Training Academy]
  • A. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • B. Advanced Flying Training School
    The Advanced Flying Training School is a Belgian Air Force unit responsible for providing advanced pilot instruction and preparing aircrew for operational service.
  • C. Bird Academy
    Bird Academy is an online learning platform offering bird-related courses and educational resources created by the Cornell Lab of Ornithology.
  • D. Air Education and Training Command
    Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
  • E. Community College of the Air Force
    The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical 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: Leadership In Flight Training Academy
Triple: [Republic Airways, hasTrainingSubsidiary, Leadership In Flight Training Academy]
Generated description
Leadership In Flight Training Academy is a flight training school operated by Republic Airways to develop and prepare future professional airline pilots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leadership In Flight Training Academy
Target entity description: Leadership In Flight Training Academy is a flight training school operated by Republic Airways to develop and prepare future professional airline pilots.
  • A. Airborne School
    Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
  • B. Advanced Flying Training School
    The Advanced Flying Training School is a Belgian Air Force unit responsible for providing advanced pilot instruction and preparing aircrew for operational service.
  • C. Bird Academy
    Bird Academy is an online learning platform offering bird-related courses and educational resources created by the Cornell Lab of Ornithology.
  • D. Air Education and Training Command
    Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
  • E. Community College of the Air Force
    The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTrainingSubsidiary
Context triple: [Republic Airways, hasTrainingSubsidiary, Leadership In Flight Training Academy]
  • A. hasSubsidiaryTitle
    Indicates that an entity has an additional or secondary title formally associated with its main title.
  • B. subsidiaryUnit chosen
    Indicates that one organizational unit functions as a subordinate or dependent division of another, higher-level unit.
  • C. hasParentCompany
    Indicates that one company is owned or controlled by another company that serves as its parent organization.
  • D. hasSubsidiaryPyramid
    Indicates that one entity is a subsidiary or subordinate component within a larger, pyramid-structured entity.
  • E. hasSubdivision
    Indicates that one entity is divided into and contains another entity as one of its constituent parts or administrative units.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1cb4f08190b1351aadd57c3bda completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2b0d1b348190b4a34bf1c9b43968 completed March 7, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69ac2bb03508819095f791903f048351 completed March 7, 2026, 1:44 p.m.
PD Predicate disambiguation batch_69a4b2b1f4f88190822598cfd2a0fd2b completed March 1, 2026, 9:42 p.m.
Created at: March 1, 2026, 7:41 p.m.