Triple

T8754693
Position Surface form Disambiguated ID Type / Status
Subject GAZ Group E208044 entity
Predicate owns P347 FINISHED
Object Likinsky Bus Plant
Likinsky Bus Plant is a major Russian manufacturer specializing in the production of city and intercity buses.
 E756222 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: Likinsky Bus Plant | Statement: [GAZ Group, owns, Likinsky Bus Plant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Likinsky Bus Plant
Context triple: [GAZ Group, owns, Likinsky Bus Plant]
  • A. Pavlovo Bus Factory
    Pavlovo Bus Factory is a Russian manufacturer specializing in small and medium-sized buses, known for producing vehicles widely used in public and commercial transportation.
  • B. ZIL automobile plant
    ZIL automobile plant was a major Soviet and Russian manufacturer of trucks, buses, and luxury limousines, historically known for producing vehicles for government officials and the military.
  • C. Izhevsk Mechanical Plant
    Izhevsk Mechanical Plant is a major Russian arms manufacturer known for producing a wide range of firearms and military equipment.
  • D. Volgograd Tractor Plant
    Volgograd Tractor Plant is a major industrial enterprise in Volgograd, Russia, historically known for manufacturing tractors and military vehicles, especially during the Soviet era.
  • E. Starachowice Truck Factory
    Starachowice Truck Factory is a prominent Polish manufacturing plant historically known for producing trucks and other heavy vehicles in the city of Starachowice.
  • 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: Likinsky Bus Plant
Triple: [GAZ Group, owns, Likinsky Bus Plant]
Generated description
Likinsky Bus Plant is a major Russian manufacturer specializing in the production of city and intercity buses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Likinsky Bus Plant
Target entity description: Likinsky Bus Plant is a major Russian manufacturer specializing in the production of city and intercity buses.
  • A. Pavlovo Bus Factory
    Pavlovo Bus Factory is a Russian manufacturer specializing in small and medium-sized buses, known for producing vehicles widely used in public and commercial transportation.
  • B. ZIL automobile plant
    ZIL automobile plant was a major Soviet and Russian manufacturer of trucks, buses, and luxury limousines, historically known for producing vehicles for government officials and the military.
  • C. Izhevsk Mechanical Plant
    Izhevsk Mechanical Plant is a major Russian arms manufacturer known for producing a wide range of firearms and military equipment.
  • D. Volgograd Tractor Plant
    Volgograd Tractor Plant is a major industrial enterprise in Volgograd, Russia, historically known for manufacturing tractors and military vehicles, especially during the Soviet era.
  • E. Starachowice Truck Factory
    Starachowice Truck Factory is a prominent Polish manufacturing plant historically known for producing trucks and other heavy vehicles in the city of Starachowice.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dd83088819082cf54adc0c04243 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf519175248190b53c8958cfeeebfa completed April 3, 2026, 5:35 a.m.
NEDg Description generation batch_69cf52f0886881909ceb9fbe54f84d11 completed April 3, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf53bc19fc81908f43c3fa29bae021 completed April 3, 2026, 5:44 a.m.
Created at: March 30, 2026, 6:39 p.m.