Triple

T23555068
Position Surface form Disambiguated ID Type / Status
Subject Ivchenko AI-20 E578163 entity
Predicate usedOnAircraft P10706 FINISHED
Object Beriev Be-12 (re‑engined variants)
The Beriev Be-12 (re‑engined variants) are upgraded versions of the Soviet-era amphibious anti-submarine and maritime patrol aircraft, modernized with turboprop powerplants to improve performance and extend service life.
E1297687 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: Beriev Be-12 (re‑engined variants) | Statement: [Ivchenko AI-20, usedOnAircraft, Beriev Be-12 (re‑engined variants)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beriev Be-12 (re‑engined variants)
Context triple: [Ivchenko AI-20, usedOnAircraft, Beriev Be-12 (re‑engined variants)]
  • A. Beriev A-50
    The Beriev A-50 is a Russian airborne early warning and control (AEW&C) aircraft based on the Ilyushin Il-76 airframe, equipped with a large radar dome to provide long-range airspace surveillance and battle management.
  • B. Beriev
    Beriev is a Russian aerospace company renowned for designing and manufacturing specialized amphibious and maritime patrol aircraft.
  • C. Avia B-534
    The Avia B-534 was a Czechoslovak biplane fighter of the 1930s, widely regarded as one of the most advanced biplane fighters of its time and used by several air forces in early World War II.
  • D. Bücker Bü 131
    The Bücker Bü 131 is a German 1930s two-seat biplane trainer aircraft widely used for pilot instruction before and during World War II.
  • E. Tupolev Tu-123
    The Tupolev Tu-123 was a Soviet-era supersonic reconnaissance drone designed for high-altitude strategic surveillance missions during the Cold War.
  • 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: Beriev Be-12 (re‑engined variants)
Triple: [Ivchenko AI-20, usedOnAircraft, Beriev Be-12 (re‑engined variants)]
Generated description
The Beriev Be-12 (re‑engined variants) are upgraded versions of the Soviet-era amphibious anti-submarine and maritime patrol aircraft, modernized with turboprop powerplants to improve performance and extend service life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beriev Be-12 (re‑engined variants)
Target entity description: The Beriev Be-12 (re‑engined variants) are upgraded versions of the Soviet-era amphibious anti-submarine and maritime patrol aircraft, modernized with turboprop powerplants to improve performance and extend service life.
  • A. Beriev A-50
    The Beriev A-50 is a Russian airborne early warning and control (AEW&C) aircraft based on the Ilyushin Il-76 airframe, equipped with a large radar dome to provide long-range airspace surveillance and battle management.
  • B. Beriev chosen
    Beriev is a Russian aerospace company renowned for designing and manufacturing specialized amphibious and maritime patrol aircraft.
  • C. Avia B-534
    The Avia B-534 was a Czechoslovak biplane fighter of the 1930s, widely regarded as one of the most advanced biplane fighters of its time and used by several air forces in early World War II.
  • D. Bücker Bü 131
    The Bücker Bü 131 is a German 1930s two-seat biplane trainer aircraft widely used for pilot instruction before and during World War II.
  • E. Tupolev Tu-123
    The Tupolev Tu-123 was a Soviet-era supersonic reconnaissance drone designed for high-altitude strategic surveillance missions during the Cold War.
  • F. None of above.

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_69e245fa93448190919cb04534560542 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1aed253788190ba75109af0e91b37 completed April 29, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf67efbc8190a75c1d6cb9bd63f9 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce12579188190befd636d3714675a completed May 19, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce187efa48190876f67fef4873af2 completed May 19, 2026, 10:17 p.m.
Created at: April 17, 2026, 6:12 p.m.