Triple

T2560710
Position Surface form Disambiguated ID Type / Status
Subject Zmaj Fizir FP-2 E57235 entity
Predicate manufacturer P490 FINISHED
Object Zmaj Aircraft Factory
Zmaj Aircraft Factory was a Yugoslav aviation company known for designing and producing military and training aircraft in the early to mid-20th century.
 E278143 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 Aircraft Factory | Statement: [Zmaj Fizir FP-2, manufacturer, Zmaj Aircraft Factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zmaj Aircraft Factory
Context triple: [Zmaj Fizir FP-2, manufacturer, Zmaj Aircraft Factory]
  • A. Cantieri Aeronautici e Navali Triestini
    Cantieri Aeronautici e Navali Triestini was an Italian company known for designing and producing aircraft and naval vessels, particularly during the interwar and World War II periods.
  • B. Officine Meccaniche Reggiane
    Officine Meccaniche Reggiane was an Italian industrial company best known for producing military aircraft and other engineering works before and during World War II.
  • C. Fiat Aviazione
    Fiat Aviazione was the aviation division of the Italian manufacturer Fiat, responsible for designing and producing military and civil aircraft, particularly during the early to mid-20th century.
  • D. Aeronautica Macchi
    Aeronautica Macchi was an Italian aircraft manufacturer best known for producing high-performance fighter planes for the Regia Aeronautica during World War II.
  • E. Avio Aero
    Avio Aero is an Italian aerospace company specializing in the design, production, and maintenance of aircraft engines and gas turbines for civil and military applications.
  • 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 Aircraft Factory
Triple: [Zmaj Fizir FP-2, manufacturer, Zmaj Aircraft Factory]
Generated description
Zmaj Aircraft Factory was a Yugoslav aviation company known for designing and producing military and training aircraft in the early to mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zmaj Aircraft Factory
Target entity description: Zmaj Aircraft Factory was a Yugoslav aviation company known for designing and producing military and training aircraft in the early to mid-20th century.
  • A. Cantieri Aeronautici e Navali Triestini
    Cantieri Aeronautici e Navali Triestini was an Italian company known for designing and producing aircraft and naval vessels, particularly during the interwar and World War II periods.
  • B. Officine Meccaniche Reggiane
    Officine Meccaniche Reggiane was an Italian industrial company best known for producing military aircraft and other engineering works before and during World War II.
  • C. Fiat Aviazione
    Fiat Aviazione was the aviation division of the Italian manufacturer Fiat, responsible for designing and producing military and civil aircraft, particularly during the early to mid-20th century.
  • D. Aeronautica Macchi
    Aeronautica Macchi was an Italian aircraft manufacturer best known for producing high-performance fighter planes for the Regia Aeronautica during World War II.
  • E. Avio Aero
    Avio Aero is an Italian aerospace company specializing in the design, production, and maintenance of aircraft engines and gas turbines for civil and military applications.
  • 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_69ab4a4ef9008190a0e6d4422b9418b7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd334b69481908a6f2c0b41550ce9 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d233dbc81909feb1127cffb027f completed March 9, 2026, 11:52 p.m.
NEDg Description generation batch_69af60e78b488190bdd01ee77ed3648b completed March 10, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69af614ad2408190955c430cb7a7e302 completed March 10, 2026, 12:09 a.m.
Created at: March 6, 2026, 9:48 p.m.