Triple

T8867082
Position Surface form Disambiguated ID Type / Status
Subject 8th Special Operations Squadron E211044 entity
Predicate notableAircraftPreviouslyOperated P27581 FINISHED
Object A-37 Dragonfly
The A-37 Dragonfly is a light attack and counter-insurgency jet aircraft developed from the T-37 trainer and widely used by the U.S. Air Force and allied nations during the Vietnam War era.
E768940 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: A-37 Dragonfly | Statement: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, A-37 Dragonfly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A-37 Dragonfly
Context triple: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, A-37 Dragonfly]
  • A. A-7 Corsair II
    The A-7 Corsair II is a U.S. Navy subsonic carrier-capable attack aircraft developed in the 1960s, known for its heavy payload, advanced navigation/attack systems for its time, and extensive combat use during the Vietnam War and beyond.
  • B. North American OV-10 Bronco
    The North American OV-10 Bronco is a twin-turboprop light attack and observation aircraft developed in the 1960s for close air support, reconnaissance, and counter-insurgency missions.
  • C. MC-130 Combat Talon
    The MC-130 Combat Talon is a specialized U.S. Air Force special operations transport aircraft designed for clandestine infiltration, exfiltration, and resupply missions in hostile or denied territory.
  • D. A-4 Skyhawk
    The A-4 Skyhawk is a compact, carrier-capable American attack jet widely used during the Cold War, particularly noted for its role in the Vietnam War and service with several allied air forces.
  • E. AT-6 Wolverine
    The AT-6 Wolverine is a light attack and armed reconnaissance aircraft derived from the Beechcraft T-6 Texan II trainer, optimized for close air support and counterinsurgency missions.
  • 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: A-37 Dragonfly
Triple: [8th Special Operations Squadron, notableAircraftPreviouslyOperated, A-37 Dragonfly]
Generated description
The A-37 Dragonfly is a light attack and counter-insurgency jet aircraft developed from the T-37 trainer and widely used by the U.S. Air Force and allied nations during the Vietnam War era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A-37 Dragonfly
Target entity description: The A-37 Dragonfly is a light attack and counter-insurgency jet aircraft developed from the T-37 trainer and widely used by the U.S. Air Force and allied nations during the Vietnam War era.
  • A. A-7 Corsair II
    The A-7 Corsair II is a U.S. Navy subsonic carrier-capable attack aircraft developed in the 1960s, known for its heavy payload, advanced navigation/attack systems for its time, and extensive combat use during the Vietnam War and beyond.
  • B. North American OV-10 Bronco
    The North American OV-10 Bronco is a twin-turboprop light attack and observation aircraft developed in the 1960s for close air support, reconnaissance, and counter-insurgency missions.
  • C. MC-130 Combat Talon
    The MC-130 Combat Talon is a specialized U.S. Air Force special operations transport aircraft designed for clandestine infiltration, exfiltration, and resupply missions in hostile or denied territory.
  • D. A-4 Skyhawk
    The A-4 Skyhawk is a compact, carrier-capable American attack jet widely used during the Cold War, particularly noted for its role in the Vietnam War and service with several allied air forces.
  • E. AT-6 Wolverine
    The AT-6 Wolverine is a light attack and armed reconnaissance aircraft derived from the Beechcraft T-6 Texan II trainer, optimized for close air support and counterinsurgency missions.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6108530c819084559f4de669ce20 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc929fb94819091980b0994b4f02d completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfca00ffa08190ad66fb99572a6275 completed April 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69cfca84937881909707497d733218e5 completed April 3, 2026, 2:11 p.m.
Created at: March 30, 2026, 6:51 p.m.