Triple

T9703670
Position Surface form Disambiguated ID Type / Status
Subject Dunaújváros E234840 entity
Predicate hasIndustrialComplex P13026 FINISHED
Object Dunaferr steelworks
Dunaferr steelworks is a major Hungarian steel production complex and one of the key heavy industrial facilities in the city of Dunaújváros.
E815474 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: Dunaferr steelworks | Statement: [Dunaújváros, hasIndustrialComplex, Dunaferr steelworks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dunaferr steelworks
Context triple: [Dunaújváros, hasIndustrialComplex, Dunaferr steelworks]
  • A. Diósgyőr steel works
    Diósgyőr steel works is a major Hungarian steel manufacturing complex historically central to the heavy industry and economic development of Miskolc and its region.
  • B. Nowa Huta Steelworks
    Nowa Huta Steelworks is a major Polish steel plant in Kraków, historically one of the largest industrial complexes in Central Europe and a flagship project of the communist era.
  • C. Třinec Iron and Steel Works
    Třinec Iron and Steel Works is a major Czech steelmaking complex and one of Central Europe’s oldest and most important industrial enterprises.
  • D. Thái Nguyên Iron and Steel Complex
    Thái Nguyên Iron and Steel Complex is one of Vietnam’s earliest and largest integrated steel production facilities, playing a key role in the country’s industrial development.
  • E. Magnitogorsk Iron and Steel Works
    Magnitogorsk Iron and Steel Works is one of Russia’s largest and historically most important steel-producing complexes, built as a flagship industrial project of the Soviet era in the city of Magnitogorsk.
  • 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: Dunaferr steelworks
Triple: [Dunaújváros, hasIndustrialComplex, Dunaferr steelworks]
Generated description
Dunaferr steelworks is a major Hungarian steel production complex and one of the key heavy industrial facilities in the city of Dunaújváros.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dunaferr steelworks
Target entity description: Dunaferr steelworks is a major Hungarian steel production complex and one of the key heavy industrial facilities in the city of Dunaújváros.
  • A. Diósgyőr steel works
    Diósgyőr steel works is a major Hungarian steel manufacturing complex historically central to the heavy industry and economic development of Miskolc and its region.
  • B. Nowa Huta Steelworks
    Nowa Huta Steelworks is a major Polish steel plant in Kraków, historically one of the largest industrial complexes in Central Europe and a flagship project of the communist era.
  • C. Třinec Iron and Steel Works
    Třinec Iron and Steel Works is a major Czech steelmaking complex and one of Central Europe’s oldest and most important industrial enterprises.
  • D. Thái Nguyên Iron and Steel Complex
    Thái Nguyên Iron and Steel Complex is one of Vietnam’s earliest and largest integrated steel production facilities, playing a key role in the country’s industrial development.
  • E. Magnitogorsk Iron and Steel Works
    Magnitogorsk Iron and Steel Works is one of Russia’s largest and historically most important steel-producing complexes, built as a flagship industrial project of the Soviet era in the city of Magnitogorsk.
  • 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_69ca84cc78808190a56f3402b7c139a7 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d73a0148190ad4178fd462cdd9c completed April 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19132687c8190baf3a60af1b789a8 completed April 4, 2026, 10:31 p.m.
NEDg Description generation batch_69d193150c00819080ed0fbb050b60bf completed April 4, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69d19416efd48190865d0178e5e893fa completed April 4, 2026, 10:43 p.m.
Created at: March 30, 2026, 8:18 p.m.