Triple
T3427783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samsung Heavy Industries |
E72264
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
offshore and engineering division
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.
|
E356384
|
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: offshore and engineering division | Statement: [Samsung Heavy Industries, hasDivision, offshore and engineering division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: offshore and engineering division Context triple: [Samsung Heavy Industries, hasDivision, offshore and engineering division]
-
A.
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.
-
B.
North Sea offshore sector
The North Sea offshore sector is a major hub of maritime industrial activity focused on oil and gas extraction, renewable energy (especially offshore wind), and related support services across the North Sea.
-
C.
División de Ingeniería
La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
-
D.
Oceaneering International
Oceaneering International is a global engineering and technology company best known for its work in offshore energy services and advanced ride systems for major theme parks.
-
E.
Engineering & Construction Group
Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
- 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: offshore and engineering division Triple: [Samsung Heavy Industries, hasDivision, offshore and engineering division]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: offshore and engineering division Target entity description: 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.
-
A.
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.
-
B.
North Sea offshore sector
The North Sea offshore sector is a major hub of maritime industrial activity focused on oil and gas extraction, renewable energy (especially offshore wind), and related support services across the North Sea.
-
C.
División de Ingeniería
La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
-
D.
Oceaneering International
Oceaneering International is a global engineering and technology company best known for its work in offshore energy services and advanced ride systems for major theme parks.
-
E.
Engineering & Construction Group
Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb983f4608190abcc27aa7b926deb |
completed | March 8, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b35478448481908e1c0f717d99f992 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35546dfa0819081800009fbe8afe3 |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355cecc4c81908ecb5f83e89b4a00 |
completed | March 13, 2026, 12:09 a.m. |
Created at: March 8, 2026, 3:15 p.m.