Triple
T15330854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | voestalpine |
E366526
|
entity |
| Predicate | division |
P889
|
FINISHED |
| Object |
Metal Forming Division
The Metal Forming Division is a business unit of voestalpine specializing in advanced metal processing and component solutions for industries such as automotive and construction.
|
E1150063
|
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: Metal Forming Division | Statement: [voestalpine, division, Metal Forming Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metal Forming Division Context triple: [voestalpine, division, Metal Forming Division]
-
A.
Metallurgical Technology Division
The Metallurgical Technology Division is a specialized unit within the Philippines’ Mines and Geosciences Bureau that focuses on metallurgical research, testing, and support for the mining and minerals industry.
-
B.
Manufacturing Engineering Division
The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
-
C.
Materials Division
The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
-
D.
Metal Products Business Unit
Metal Products Business Unit is a core division of Sumitomo Corporation responsible for the global trading, processing, and investment activities related to metal and steel products.
-
E.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
- 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: Metal Forming Division Triple: [voestalpine, division, Metal Forming Division]
Generated description
The Metal Forming Division is a business unit of voestalpine specializing in advanced metal processing and component solutions for industries such as automotive and construction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metal Forming Division Target entity description: The Metal Forming Division is a business unit of voestalpine specializing in advanced metal processing and component solutions for industries such as automotive and construction.
-
A.
Metallurgical Technology Division
The Metallurgical Technology Division is a specialized unit within the Philippines’ Mines and Geosciences Bureau that focuses on metallurgical research, testing, and support for the mining and minerals industry.
-
B.
Manufacturing Engineering Division
The Manufacturing Engineering Division is a technical unit within the American Society of Mechanical Engineers that focuses on advancing manufacturing technologies, practices, and professional development in the field.
-
C.
Materials Division
The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
-
D.
Metal Products Business Unit
Metal Products Business Unit is a core division of Sumitomo Corporation responsible for the global trading, processing, and investment activities related to metal and steel products.
-
E.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e0161ac8190aa1d52c063c02ad0 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8b1b2d08190a158bf65535ad750 |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefb10ba78819094948f5401702e79 |
completed | May 9, 2026, 9:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefbad7de08190aa2479ec0243e3a6 |
completed | May 9, 2026, 9:17 a.m. |
Created at: April 10, 2026, 3:17 a.m.