Triple

T457015
Position Surface form Disambiguated ID Type / Status
Subject Yugoslav Royal Air Force E7254 entity
Predicate usedAircraft P1524 FINISHED
Object Zmaj Fizir FP-2
The Zmaj Fizir FP-2 was a Yugoslav single-engine trainer and reconnaissance biplane developed in the 1930s and operated by the Yugoslav Royal Air Force.
 E57235 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: Zmaj Fizir FP-2 | Statement: [Yugoslav Royal Air Force, usedAircraft, Zmaj Fizir FP-2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zmaj Fizir FP-2
Context triple: [Yugoslav Royal Air Force, usedAircraft, Zmaj Fizir FP-2]
  • A. Reggiane Re.2001 Falco II
    The Reggiane Re.2001 Falco II was an Italian World War II single-seat fighter aircraft known for its maneuverability and service with Italy’s air force.
  • B. Cant Z.506 Airone
    The Cant Z.506 Airone was an Italian three-engine floatplane used primarily for maritime reconnaissance, bombing, and air-sea rescue missions before and during World War II.
  • C. Cant Z.1007 Alcione
    The Cant Z.1007 Alcione was an Italian World War II three-engined medium bomber widely employed by the Regia Aeronautica in various Mediterranean and Balkan campaigns.
  • D. 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.
  • E. SIAI-Marchetti SF.260
    The SIAI-Marchetti SF.260 is an Italian-designed light aircraft widely used as a military trainer and aerobatic platform by numerous air forces around the world.
  • 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: Zmaj Fizir FP-2
Triple: [Yugoslav Royal Air Force, usedAircraft, Zmaj Fizir FP-2]
Generated description
The Zmaj Fizir FP-2 was a Yugoslav single-engine trainer and reconnaissance biplane developed in the 1930s and operated by the Yugoslav Royal Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zmaj Fizir FP-2
Target entity description: The Zmaj Fizir FP-2 was a Yugoslav single-engine trainer and reconnaissance biplane developed in the 1930s and operated by the Yugoslav Royal Air Force.
  • A. Reggiane Re.2001 Falco II
    The Reggiane Re.2001 Falco II was an Italian World War II single-seat fighter aircraft known for its maneuverability and service with Italy’s air force.
  • B. Cant Z.506 Airone
    The Cant Z.506 Airone was an Italian three-engine floatplane used primarily for maritime reconnaissance, bombing, and air-sea rescue missions before and during World War II.
  • C. Cant Z.1007 Alcione
    The Cant Z.1007 Alcione was an Italian World War II three-engined medium bomber widely employed by the Regia Aeronautica in various Mediterranean and Balkan campaigns.
  • D. 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.
  • E. SIAI-Marchetti SF.260
    The SIAI-Marchetti SF.260 is an Italian-designed light aircraft widely used as a military trainer and aerobatic platform by numerous air forces around the world.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efa1616481909399f92551a0c9e3 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbecca48190ab10a14ed0037339 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d2011948190ae88f3e014bbe6d7 completed March 1, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69a44d69d7d08190aeaa3cec973d5a48 completed March 1, 2026, 2:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.