Triple

T11043035
Position Surface form Disambiguated ID Type / Status
Subject Kramatorsk E261065 entity
Predicate hasMajorEnterprise P588 FINISHED
Object Novokramatorsky Mashinostroitelny Zavod (NKMZ)
Novokramatorsky Mashinostroitelny Zavod (NKMZ) is a major Ukrainian heavy engineering and machine-building plant known for producing large industrial equipment such as rolling mills, mining machinery, and metallurgical equipment.
E900987 NE FINISHED

How this triple was built (5 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: Novokramatorsky Mashinostroitelny Zavod (NKMZ) | Statement: [Kramatorsk, hasMajorEnterprise, Novokramatorsky Mashinostroitelny Zavod (NKMZ)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Novokramatorsky Mashinostroitelny Zavod (NKMZ)
Context triple: [Kramatorsk, hasMajorEnterprise, Novokramatorsky Mashinostroitelny Zavod (NKMZ)]
  • A. Votkinsk Machine Building Plant
    Votkinsk Machine Building Plant is a major Russian defense enterprise known for producing intercontinental ballistic missiles and other strategic rocket systems.
  • B. Mytishchi Machine-Building Plant
    Mytishchi Machine-Building Plant is a major Russian industrial enterprise known for producing railway rolling stock and military vehicles.
  • C. Kovrov Mechanical Plant
    Kovrov Mechanical Plant is a Russian arms manufacturer historically known for producing notable Soviet small arms, including the SVT-40 semi-automatic rifle.
  • D. Izhevsk Mechanical Plant
    Izhevsk Mechanical Plant is a major Russian arms manufacturer known for producing a wide range of firearms and military equipment.
  • E. Krasnoye Sormovo Factory
    Krasnoye Sormovo Factory is a major Russian industrial plant historically known for producing military equipment, including large numbers of T-34 tanks during World War II.
  • 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: Novokramatorsky Mashinostroitelny Zavod (NKMZ)
Triple: [Kramatorsk, hasMajorEnterprise, Novokramatorsky Mashinostroitelny Zavod (NKMZ)]
Generated description
Novokramatorsky Mashinostroitelny Zavod (NKMZ) is a major Ukrainian heavy engineering and machine-building plant known for producing large industrial equipment such as rolling mills, mining machinery, and metallurgical equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Novokramatorsky Mashinostroitelny Zavod (NKMZ)
Target entity description: Novokramatorsky Mashinostroitelny Zavod (NKMZ) is a major Ukrainian heavy engineering and machine-building plant known for producing large industrial equipment such as rolling mills, mining machinery, and metallurgical equipment.
  • A. Votkinsk Machine Building Plant
    Votkinsk Machine Building Plant is a major Russian defense enterprise known for producing intercontinental ballistic missiles and other strategic rocket systems.
  • B. Mytishchi Machine-Building Plant
    Mytishchi Machine-Building Plant is a major Russian industrial enterprise known for producing railway rolling stock and military vehicles.
  • C. Kovrov Mechanical Plant
    Kovrov Mechanical Plant is a Russian arms manufacturer historically known for producing notable Soviet small arms, including the SVT-40 semi-automatic rifle.
  • D. Izhevsk Mechanical Plant
    Izhevsk Mechanical Plant is a major Russian arms manufacturer known for producing a wide range of firearms and military equipment.
  • E. Krasnoye Sormovo Factory
    Krasnoye Sormovo Factory is a major Russian industrial plant historically known for producing military equipment, including large numbers of T-34 tanks during World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMajorEnterprise
Context triple: [Kramatorsk, hasMajorEnterprise, Novokramatorsky Mashinostroitelny Zavod (NKMZ)]
  • A. hasMajorOrganization
    Indicates that an entity is associated with or primarily represented by a major organization.
  • B. hasMajorBusinessLine
    Indicates that an entity conducts a primary or significant line of business in a specified area, sector, or activity.
  • C. hasMajorEmployer chosen
    Indicates that an entity has a primary or most significant employer with which it is chiefly affiliated for work or occupation.
  • D. hasMajorCategory
    Indicates that something is associated with or classified under a primary, overarching category.
  • E. isMajor
    Indicates that an entity holds primary or greater significance, importance, or rank relative to others in a given context.
  • F. None of above.

Provenance (6 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7982d42bc81908ac10f54a7b43fb7 completed April 9, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9e525508190bf3a728683eeec79 completed April 18, 2026, 3:57 p.m.
NEDg Description generation batch_69e3ad024ee88190948d5d1c327fd063 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b1fff754819092d634f46fb42387 completed April 18, 2026, 4:32 p.m.
PD Predicate disambiguation batch_69d74407cb088190ba37c8da3d342b64 completed April 9, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:26 p.m.