Triple

T5659600
Position Surface form Disambiguated ID Type / Status
Subject Zenica E124701 entity
Predicate hasSteelPlant P25392 FINISHED
Object ArcelorMittal Zenica steelworks
ArcelorMittal Zenica steelworks is a major integrated steel production facility in Zenica, Bosnia and Herzegovina, operated by the global steel company ArcelorMittal.
E537851 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: ArcelorMittal Zenica steelworks | Statement: [Zenica, hasSteelPlant, ArcelorMittal Zenica steelworks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ArcelorMittal Zenica steelworks
Context triple: [Zenica, hasSteelPlant, ArcelorMittal Zenica steelworks]
  • A. 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.
  • B. 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.
  • C. U. S. Steel Košice
    U. S. Steel Košice is a large integrated steel production plant in Košice, Slovakia, operated by United States Steel Corporation and serving as one of Central Europe’s key steel manufacturers.
  • D. Ilyich Iron and Steel Works
    Ilyich Iron and Steel Works is one of Ukraine’s largest integrated steel plants, historically a key industrial enterprise in Mariupol and a major producer of steel and rolled metal products.
  • E. ArcelorMittal Kryvyi Rih
    ArcelorMittal Kryvyi Rih is a major Ukrainian steel and mining company and one of the largest integrated steel plants in Eastern Europe, owned by the global steel giant ArcelorMittal.
  • 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: ArcelorMittal Zenica steelworks
Triple: [Zenica, hasSteelPlant, ArcelorMittal Zenica steelworks]
Generated description
ArcelorMittal Zenica steelworks is a major integrated steel production facility in Zenica, Bosnia and Herzegovina, operated by the global steel company ArcelorMittal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ArcelorMittal Zenica steelworks
Target entity description: ArcelorMittal Zenica steelworks is a major integrated steel production facility in Zenica, Bosnia and Herzegovina, operated by the global steel company ArcelorMittal.
  • A. 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.
  • B. 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.
  • C. U. S. Steel Košice
    U. S. Steel Košice is a large integrated steel production plant in Košice, Slovakia, operated by United States Steel Corporation and serving as one of Central Europe’s key steel manufacturers.
  • D. Ilyich Iron and Steel Works
    Ilyich Iron and Steel Works is one of Ukraine’s largest integrated steel plants, historically a key industrial enterprise in Mariupol and a major producer of steel and rolled metal products.
  • E. ArcelorMittal Kryvyi Rih
    ArcelorMittal Kryvyi Rih is a major Ukrainian steel and mining company and one of the largest integrated steel plants in Eastern Europe, owned by the global steel giant ArcelorMittal.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSteelPlant
Context triple: [Zenica, hasSteelPlant, ArcelorMittal Zenica steelworks]
  • A. hasIndustrialPlant chosen
    Indicates that an entity possesses, operates, or is associated with an industrial plant facility.
  • B. hasRefinery
    Indicates that one entity possesses, operates, or is associated with a refinery facility used for processing raw materials.
  • C. hasIndustrialCompany
    Indicates that one entity possesses, controls, or is associated with an industrial company.
  • D. hasIndustrialTown
    Indicates that an entity possesses or is associated with a town characterized primarily by industrial activities or facilities.
  • E. receivesIronOreFrom
    Indicates that one entity obtains or is supplied with iron ore from another entity.
  • 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_69c0082774a481909d7e63fb2aad56ac completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c0236d3f94819095111c41a323612d completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04da37ffc819095f33e7e66e7c1d0 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04edf30448190a60eda49b8b031a0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb62690819083327781cb857ccc completed March 22, 2026, 8:23 p.m.
PD Predicate disambiguation batch_69c021ba4ec481909db8cdbf0e907dd6 completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:42 p.m.