Triple
T6563722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Heavy Industries |
E153847
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Offshore & Engineering Division |
E356384
|
NE FINISHED |
How this triple was built (2 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: Offshore & Engineering Division | Statement: [Hyundai Heavy Industries, hasDivision, Offshore & Engineering Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Offshore & Engineering Division Context triple: [Hyundai Heavy Industries, hasDivision, Offshore & Engineering Division]
-
A.
offshore and engineering division
chosen
The offshore and engineering division is a specialized business unit of Samsung Heavy Industries focused on designing and constructing offshore structures and related engineering projects for the energy and marine industries.
-
B.
Ocean, Offshore and Arctic Engineering Division
The Ocean, Offshore and Arctic Engineering Division is a specialized technical division of the American Society of Mechanical Engineers focused on engineering research, standards, and practices related to marine, offshore, and polar environments.
-
C.
Shipbuilding and Ocean Development Division
The Shipbuilding and Ocean Development Division is a major business unit of Mitsubishi Heavy Industries responsible for designing and constructing ships and marine structures, as well as developing ocean-related technologies and infrastructure.
-
D.
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.
-
E.
Ship & Offshore Structure Company
Ship & Offshore Structure Company is a division of Kawasaki Heavy Industries that specializes in the design and construction of ships and offshore engineering structures.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 27, 2026, 1:52 p.m.