Triple

T1913074
Position Surface form Disambiguated ID Type / Status
Subject Miskolc E38152 entity
Predicate hasPublicTransportOperator P14525 FINISHED
Object MVK Zrt.
MVK Zrt. is the municipal public transport company operating bus and tram services in the city of Miskolc, Hungary.
 E215808 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: MVK Zrt. | Statement: [Miskolc, hasPublicTransportOperator, MVK Zrt.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MVK Zrt.
Context triple: [Miskolc, hasPublicTransportOperator, MVK Zrt.]
  • A. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • B. Miskolc
    Miskolc is a large industrial and cultural city in northeastern Hungary, known for its steel industry, historic center, and nearby cave baths.
  • C. MÁVAG Héja
    The MÁVAG Héja was a Hungarian-built, World War II-era fighter aircraft derived from the Italian Reggiane Re.2000 and used primarily for air defense and combat duties.
  • D. GAZ Group
    GAZ Group is a major Russian automotive manufacturer best known for producing commercial vehicles, trucks, and buses.
  • E. RZD Trading Company
    RZD Trading Company is a commercial subsidiary of Russian Railways that handles procurement, supply, and trading operations to support the rail operator’s business activities.
  • 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: MVK Zrt.
Triple: [Miskolc, hasPublicTransportOperator, MVK Zrt.]
Generated description
MVK Zrt. is the municipal public transport company operating bus and tram services in the city of Miskolc, Hungary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MVK Zrt.
Target entity description: MVK Zrt. is the municipal public transport company operating bus and tram services in the city of Miskolc, Hungary.
  • A. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • B. Miskolc
    Miskolc is a large industrial and cultural city in northeastern Hungary, known for its steel industry, historic center, and nearby cave baths.
  • C. MÁVAG Héja
    The MÁVAG Héja was a Hungarian-built, World War II-era fighter aircraft derived from the Italian Reggiane Re.2000 and used primarily for air defense and combat duties.
  • D. GAZ Group
    GAZ Group is a major Russian automotive manufacturer best known for producing commercial vehicles, trucks, and buses.
  • E. RZD Trading Company
    RZD Trading Company is a commercial subsidiary of Russian Railways that handles procurement, supply, and trading operations to support the rail operator’s business activities.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e26b948190aa194c30755ac5df completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d5972881908856b75b324a1ad2 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.