Triple
T17162316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zestafoni |
E416510
|
entity |
| Predicate | hasMajorFacility |
P105
|
FINISHED |
| Object |
Zestafoni Ferroalloy Plant
Zestafoni Ferroalloy Plant is a major industrial complex in Georgia specializing in the production of ferroalloys, particularly ferro-silico-manganese, for use in steelmaking.
|
E1253536
|
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: Zestafoni Ferroalloy Plant | Statement: [Zestafoni, hasMajorFacility, Zestafoni Ferroalloy Plant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zestafoni Ferroalloy Plant Context triple: [Zestafoni, hasMajorFacility, Zestafoni Ferroalloy Plant]
-
A.
Luilu Metallurgical Plant
Luilu Metallurgical Plant is a major copper and cobalt processing facility in the Democratic Republic of Congo, integral to the region’s mining and refining operations.
-
B.
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.
-
C.
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.
-
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.
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.
- 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: Zestafoni Ferroalloy Plant Triple: [Zestafoni, hasMajorFacility, Zestafoni Ferroalloy Plant]
Generated description
Zestafoni Ferroalloy Plant is a major industrial complex in Georgia specializing in the production of ferroalloys, particularly ferro-silico-manganese, for use in steelmaking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zestafoni Ferroalloy Plant Target entity description: Zestafoni Ferroalloy Plant is a major industrial complex in Georgia specializing in the production of ferroalloys, particularly ferro-silico-manganese, for use in steelmaking.
-
A.
Luilu Metallurgical Plant
Luilu Metallurgical Plant is a major copper and cobalt processing facility in the Democratic Republic of Congo, integral to the region’s mining and refining operations.
-
B.
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.
-
C.
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.
-
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.
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.
- 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f91316108190b0d856d6fa5cd509 |
completed | April 18, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01483969a48190a90268c9560b8cd7 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a01495169d4819093962a3b4a97c47a |
completed | May 11, 2026, 3:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0149be8b888190bab95b612aad590a |
completed | May 11, 2026, 3:15 a.m. |
Created at: April 10, 2026, 5:37 a.m.