Triple
T6563723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Heavy Industries |
E153847
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Industrial Plant & Engineering Division
The Industrial Plant & Engineering Division is a major business unit of Hyundai Heavy Industries that specializes in designing and constructing large-scale industrial facilities and infrastructure projects worldwide.
|
E605531
|
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: Industrial Plant & Engineering Division | Statement: [Hyundai Heavy Industries, hasDivision, Industrial Plant & Engineering Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industrial Plant & Engineering Division Context triple: [Hyundai Heavy Industries, hasDivision, Industrial Plant & Engineering Division]
-
A.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
-
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.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
-
D.
Technology and Construction Division
The Technology and Construction Division is a specialist court within the DIFC Courts that focuses on resolving complex disputes involving technology, engineering, and construction projects.
-
E.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
- 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: Industrial Plant & Engineering Division Triple: [Hyundai Heavy Industries, hasDivision, Industrial Plant & Engineering Division]
Generated description
The Industrial Plant & Engineering Division is a major business unit of Hyundai Heavy Industries that specializes in designing and constructing large-scale industrial facilities and infrastructure projects worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Industrial Plant & Engineering Division Target entity description: The Industrial Plant & Engineering Division is a major business unit of Hyundai Heavy Industries that specializes in designing and constructing large-scale industrial facilities and infrastructure projects worldwide.
-
A.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
-
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.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
-
D.
Technology and Construction Division
The Technology and Construction Division is a specialist court within the DIFC Courts that focuses on resolving complex disputes involving technology, engineering, and construction projects.
-
E.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
- 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae3a40488190892d20ca0d60b937 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d5622e0481909b0ac0f4e06d19bc |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d82753288190bb8cd18254feee2d |
completed | March 27, 2026, 7:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d92bc2508190b0e1eaf8b46c958e |
completed | March 27, 2026, 7:23 p.m. |
Created at: March 27, 2026, 1:52 p.m.