Triple

T5443206
Position Surface form Disambiguated ID Type / Status
Subject Oceaneering International E122185 entity
Predicate hasDivision P35 FINISHED
Object Subsea Projects
Subsea Projects is a division of Oceaneering International that specializes in delivering engineering, installation, and maintenance services for offshore and underwater energy infrastructure.
 E521454 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: Subsea Projects | Statement: [Oceaneering International, hasDivision, Subsea Projects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Subsea Projects
Context triple: [Oceaneering International, hasDivision, Subsea Projects]
  • A. 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.
  • B. 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.
  • C. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • D. 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.
  • E. Deep Submergence Vehicle
    A Deep Submergence Vehicle is a specialized underwater craft designed to operate at great ocean depths for research, exploration, and rescue missions.
  • 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: Subsea Projects
Triple: [Oceaneering International, hasDivision, Subsea Projects]
Generated description
Subsea Projects is a division of Oceaneering International that specializes in delivering engineering, installation, and maintenance services for offshore and underwater energy infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Subsea Projects
Target entity description: Subsea Projects is a division of Oceaneering International that specializes in delivering engineering, installation, and maintenance services for offshore and underwater energy infrastructure.
  • A. 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.
  • B. 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.
  • C. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • D. 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.
  • E. Deep Submergence Vehicle
    A Deep Submergence Vehicle is a specialized underwater craft designed to operate at great ocean depths for research, exploration, and rescue missions.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cb5eec8190bdf2ef0bdea84a62 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf41302d588190afa5906d0e3dd891 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf42e2bbe08190be6616a9cab6f9a0 completed March 22, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf4343879881909b26e716d10fbad3 completed March 22, 2026, 1:17 a.m.
Created at: March 20, 2026, 2:07 p.m.