Triple

T5430201
Position Surface form Disambiguated ID Type / Status
Subject Honeywell F124 E121466 entity
Predicate application P98 FINISHED
Object Aermacchi M-346 Master
The Aermacchi M-346 Master is an advanced Italian twin-engine jet trainer and light attack aircraft designed to prepare pilots for modern high-performance combat aircraft.
E519587 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: Aermacchi M-346 Master | Statement: [Honeywell F124, application, Aermacchi M-346 Master]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aermacchi M-346 Master
Context triple: [Honeywell F124, application, Aermacchi M-346 Master]
  • A. FA-50
    The FA-50 is a South Korean light combat and trainer aircraft developed from the T-50 Golden Eagle, used for both advanced pilot training and multirole combat missions.
  • B. Pilatus PC-9
    The Pilatus PC-9 is a Swiss-built turboprop training aircraft widely used by military air forces around the world for basic and advanced pilot instruction.
  • C. Pilatus PC-21
    The Pilatus PC-21 is a Swiss-made, next-generation turboprop military trainer aircraft designed to provide jet-like performance and advanced training capabilities for fighter pilots.
  • D. Aero L-159 ALCA
    The Aero L-159 ALCA is a Czech-built light combat and advanced jet trainer aircraft designed for close air support, reconnaissance, and pilot training roles.
  • E. Yak-130
    The Yak-130 is a Russian twin-engine advanced jet trainer and light attack aircraft designed to prepare pilots for modern combat aircraft while also performing close air support 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: Aermacchi M-346 Master
Triple: [Honeywell F124, application, Aermacchi M-346 Master]
Generated description
The Aermacchi M-346 Master is an advanced Italian twin-engine jet trainer and light attack aircraft designed to prepare pilots for modern high-performance combat aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aermacchi M-346 Master
Target entity description: The Aermacchi M-346 Master is an advanced Italian twin-engine jet trainer and light attack aircraft designed to prepare pilots for modern high-performance combat aircraft.
  • A. FA-50
    The FA-50 is a South Korean light combat and trainer aircraft developed from the T-50 Golden Eagle, used for both advanced pilot training and multirole combat missions.
  • B. Pilatus PC-9
    The Pilatus PC-9 is a Swiss-built turboprop training aircraft widely used by military air forces around the world for basic and advanced pilot instruction.
  • C. Pilatus PC-21
    The Pilatus PC-21 is a Swiss-made, next-generation turboprop military trainer aircraft designed to provide jet-like performance and advanced training capabilities for fighter pilots.
  • D. Aero L-159 ALCA
    The Aero L-159 ALCA is a Czech-built light combat and advanced jet trainer aircraft designed for close air support, reconnaissance, and pilot training roles.
  • E. Yak-130
    The Yak-130 is a Russian twin-engine advanced jet trainer and light attack aircraft designed to prepare pilots for modern combat aircraft while also performing close air support 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd883e5e10819091e159dfd245e94d completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ac6285081909afa6e91a023f6d5 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c43ffe88190b8d2a10ea8a9a455 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3ce7d6388190a9cd22f76f4420e0 completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:06 p.m.