Triple

T8693915
Position Surface form Disambiguated ID Type / Status
Subject Training Air Wing FIVE E206357 entity
Predicate subordinateUnit P258 FINISHED
Object Helicopter Training Squadron 28 (HT-28)
Helicopter Training Squadron 28 (HT-28) is a U.S. Navy squadron that conducts primary and advanced helicopter flight training for naval aviators and flight officers.
 E754308 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: Helicopter Training Squadron 28 (HT-28) | Statement: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 28 (HT-28)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helicopter Training Squadron 28 (HT-28)
Context triple: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 28 (HT-28)]
  • A. Helicopter Training Squadron 18 (HT-18)
    Helicopter Training Squadron 18 (HT-18) is a U.S. Navy squadron that conducts advanced helicopter flight training for naval aviators and aircrew.
  • B. Helicopter Training Squadron 8 (HT-8)
    Helicopter Training Squadron 8 (HT-8) is a U.S. Navy helicopter training squadron that provides primary and advanced rotary-wing flight instruction to student naval aviators.
  • C. Training Squadron 2 (VT-2)
    Training Squadron 2 (VT-2) is a U.S. Navy primary flight training squadron that instructs student naval aviators in basic flying skills as part of the Naval Air Training Command.
  • D. Marine Aviation Training Support Group 21
    Marine Aviation Training Support Group 21 is a United States Marine Corps aviation training unit responsible for providing specialized instruction and support to Marine aviators and aviation support personnel.
  • E. Training Squadron 3 (VT-3)
    Training Squadron 3 (VT-3) is a U.S. Navy aviation training squadron that provides primary flight training to student naval aviators under Training Air Wing FIVE.
  • 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: Helicopter Training Squadron 28 (HT-28)
Triple: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 28 (HT-28)]
Generated description
Helicopter Training Squadron 28 (HT-28) is a U.S. Navy squadron that conducts primary and advanced helicopter flight training for naval aviators and flight officers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helicopter Training Squadron 28 (HT-28)
Target entity description: Helicopter Training Squadron 28 (HT-28) is a U.S. Navy squadron that conducts primary and advanced helicopter flight training for naval aviators and flight officers.
  • A. Helicopter Training Squadron 18 (HT-18)
    Helicopter Training Squadron 18 (HT-18) is a U.S. Navy squadron that conducts advanced helicopter flight training for naval aviators and aircrew.
  • B. Helicopter Training Squadron 8 (HT-8)
    Helicopter Training Squadron 8 (HT-8) is a U.S. Navy helicopter training squadron that provides primary and advanced rotary-wing flight instruction to student naval aviators.
  • C. Training Squadron 2 (VT-2)
    Training Squadron 2 (VT-2) is a U.S. Navy primary flight training squadron that instructs student naval aviators in basic flying skills as part of the Naval Air Training Command.
  • D. Marine Aviation Training Support Group 21
    Marine Aviation Training Support Group 21 is a United States Marine Corps aviation training unit responsible for providing specialized instruction and support to Marine aviators and aviation support personnel.
  • E. Training Squadron 3 (VT-3)
    Training Squadron 3 (VT-3) is a U.S. Navy aviation training squadron that provides primary flight training to student naval aviators under Training Air Wing FIVE.
  • F. None of above. chosen

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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5826bbb48190a212fb1bb06e05e6 completed March 31, 2026, 11:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf427fb1988190ab9fd810423ced84 completed April 3, 2026, 4:30 a.m.
NEDg Description generation batch_69cf43bd0f8c8190be2f7dc86f1e76e1 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf444c9cb08190a37f34faa4a3458d completed April 3, 2026, 4:38 a.m.
Created at: March 30, 2026, 6:33 p.m.