Triple
T14500005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karabük |
E359608
|
entity |
| Predicate | hasIndustrialFacility |
P12416
|
FINISHED |
| Object |
Karabük Iron and Steel Works
Karabük Iron and Steel Works is a major Turkish steel production complex that played a key role in the country’s early industrialization.
|
E1101979
|
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: Karabük Iron and Steel Works | Statement: [Karabük, hasIndustrialFacility, Karabük Iron and Steel Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karabük Iron and Steel Works Context triple: [Karabük, hasIndustrialFacility, Karabük Iron and Steel Works]
-
A.
Hunedoara Steelworks
Hunedoara Steelworks is a major Romanian industrial complex historically known as one of the country’s largest and most important steel production facilities.
-
B.
Whyalla Steelworks
Whyalla Steelworks is a major integrated steel manufacturing plant in Whyalla, South Australia, known for producing steel products and supporting the region’s industrial economy.
-
C.
Alchevsk Iron and Steel Works
Alchevsk Iron and Steel Works is a major Ukrainian metallurgical enterprise known for producing steel, rolled metal, and related industrial products.
-
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.
Dunaferr steelworks
Dunaferr steelworks is a major Hungarian steel production complex and one of the key heavy industrial facilities in the city of Dunaújváros.
- 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: Karabük Iron and Steel Works Triple: [Karabük, hasIndustrialFacility, Karabük Iron and Steel Works]
Generated description
Karabük Iron and Steel Works is a major Turkish steel production complex that played a key role in the country’s early industrialization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karabük Iron and Steel Works Target entity description: Karabük Iron and Steel Works is a major Turkish steel production complex that played a key role in the country’s early industrialization.
-
A.
Hunedoara Steelworks
Hunedoara Steelworks is a major Romanian industrial complex historically known as one of the country’s largest and most important steel production facilities.
-
B.
Whyalla Steelworks
Whyalla Steelworks is a major integrated steel manufacturing plant in Whyalla, South Australia, known for producing steel products and supporting the region’s industrial economy.
-
C.
Alchevsk Iron and Steel Works
Alchevsk Iron and Steel Works is a major Ukrainian metallurgical enterprise known for producing steel, rolled metal, and related industrial products.
-
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.
Dunaferr steelworks
Dunaferr steelworks is a major Hungarian steel production complex and one of the key heavy industrial facilities in the city of Dunaújváros.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de94dfe484819086dd971606e6478e |
completed | April 14, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d99a7948190a3ff01e7b74aaa1e |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6eb86d1881908a326d448cf479da |
completed | May 8, 2026, 5:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f6c62088190a1ecaf0995e3f112 |
completed | May 8, 2026, 5:06 a.m. |
Created at: April 10, 2026, 1:21 a.m.