Triple

T3897335
Position Surface form Disambiguated ID Type / Status
Subject Polish defense industry E90401 entity
Predicate hasKeyActor P30416 FINISHED
Object Wojskowe Zakłady Inżynieryjne
Wojskowe Zakłady Inżynieryjne is a Polish state-owned defense company specializing in the design, production, and modernization of military engineering equipment and vehicles.
 E398611 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: Wojskowe Zakłady Inżynieryjne | Statement: [Polish defense industry, hasKeyActor, Wojskowe Zakłady Inżynieryjne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wojskowe Zakłady Inżynieryjne
Context triple: [Polish defense industry, hasKeyActor, Wojskowe Zakłady Inżynieryjne]
  • A. Wojskowe Zakłady Uzbrojenia
    Wojskowe Zakłady Uzbrojenia is a major Polish defense company specializing in the maintenance, modernization, and production of military equipment and weapon systems.
  • B. Wojskowe Zakłady Elektroniczne
    Wojskowe Zakłady Elektroniczne is a Polish defense company specializing in the development, production, and modernization of electronic systems and equipment for military applications.
  • C. Wojskowe Zakłady Motoryzacyjne
    Wojskowe Zakłady Motoryzacyjne is a Polish defense company specializing in the maintenance, modernization, and production of military vehicles and armored equipment.
  • D. Polska Grupa Zbrojeniowa
    Polska Grupa Zbrojeniowa is a major Polish state-owned defense holding company that consolidates and manages much of the country’s arms and military equipment production.
  • E. Armed Forces of the Republic of Poland
    The Armed Forces of the Republic of Poland are the national military of Poland, responsible for the country’s defense and participation in NATO and international security operations.
  • 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: Wojskowe Zakłady Inżynieryjne
Triple: [Polish defense industry, hasKeyActor, Wojskowe Zakłady Inżynieryjne]
Generated description
Wojskowe Zakłady Inżynieryjne is a Polish state-owned defense company specializing in the design, production, and modernization of military engineering equipment and vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wojskowe Zakłady Inżynieryjne
Target entity description: Wojskowe Zakłady Inżynieryjne is a Polish state-owned defense company specializing in the design, production, and modernization of military engineering equipment and vehicles.
  • A. Wojskowe Zakłady Uzbrojenia
    Wojskowe Zakłady Uzbrojenia is a major Polish defense company specializing in the maintenance, modernization, and production of military equipment and weapon systems.
  • B. Wojskowe Zakłady Elektroniczne
    Wojskowe Zakłady Elektroniczne is a Polish defense company specializing in the development, production, and modernization of electronic systems and equipment for military applications.
  • C. Wojskowe Zakłady Motoryzacyjne
    Wojskowe Zakłady Motoryzacyjne is a Polish defense company specializing in the maintenance, modernization, and production of military vehicles and armored equipment.
  • D. Polska Grupa Zbrojeniowa
    Polska Grupa Zbrojeniowa is a major Polish state-owned defense holding company that consolidates and manages much of the country’s arms and military equipment production.
  • E. Armed Forces of the Republic of Poland
    The Armed Forces of the Republic of Poland are the national military of Poland, responsible for the country’s defense and participation in NATO and international security operations.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecd48b208190afaa62975805d087 completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5285093208190a2ba00afcbd8a261 completed March 14, 2026, 9:20 a.m.
NEDg Description generation batch_69b528d33c2081908e5f74005679dfbe completed March 14, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69b5294c66588190ad7cc8e87b58ff52 completed March 14, 2026, 9:24 a.m.
Created at: March 9, 2026, 3:21 p.m.