Triple

T11750312
Position Surface form Disambiguated ID Type / Status
Subject Macedonian Air Force E279386 entity
Predicate usesAircraft P1524 FINISHED
Object Zlin Z-143
The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
E945332 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: Zlin Z-143 | Statement: [Macedonian Air Force, usesAircraft, Zlin Z-143]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zlin Z-143
Context triple: [Macedonian Air Force, usesAircraft, Zlin Z-143]
  • A. Zlin Z-242L
    The Zlin Z-242L is a Czech-built, two-seat, single-engine trainer and aerobatic aircraft widely used for basic flight training and light utility roles.
  • B. Aero L-39 Albatros
    The Aero L-39 Albatros is a Czechoslovak-designed jet trainer and light attack aircraft widely used around the world for military pilot training and aerobatic display teams.
  • C. PZL-110 Koliberek
    The PZL-110 Koliberek is a Polish light training and utility aircraft developed in the 1970s by PZL Warszawa-Okęcie.
  • D. Potez
    Potez was a French aircraft manufacturer known for producing military and civil airplanes, particularly in the interwar period and during World War II.
  • E. Bolkow Bo‑105
    The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
  • 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: Zlin Z-143
Triple: [Macedonian Air Force, usesAircraft, Zlin Z-143]
Generated description
The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zlin Z-143
Target entity description: The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
  • A. Zlin Z-242L
    The Zlin Z-242L is a Czech-built, two-seat, single-engine trainer and aerobatic aircraft widely used for basic flight training and light utility roles.
  • B. Aero L-39 Albatros
    The Aero L-39 Albatros is a Czechoslovak-designed jet trainer and light attack aircraft widely used around the world for military pilot training and aerobatic display teams.
  • C. PZL-110 Koliberek
    The PZL-110 Koliberek is a Polish light training and utility aircraft developed in the 1970s by PZL Warszawa-Okęcie.
  • D. Potez
    Potez was a French aircraft manufacturer known for producing military and civil airplanes, particularly in the interwar period and during World War II.
  • E. Bolkow Bo‑105
    The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a508b0c4819082fbcc27d559ea2f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0902f8c448190a71512353788ef09 completed April 28, 2026, 10:47 a.m.
NEDg Description generation batch_69f0bd36673881908530b68e496c3d2e completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0eec1f5d081908624fe2a93995fe5 completed April 28, 2026, 5:30 p.m.
Created at: April 8, 2026, 9:41 p.m.