Triple

T5443205
Position Surface form Disambiguated ID Type / Status
Subject Oceaneering International E122185 entity
Predicate hasDivision P35 FINISHED
Object Subsea Robotics
Subsea Robotics is a division of Oceaneering International that specializes in remotely operated vehicles and related technologies for underwater inspection, maintenance, and intervention in offshore and deepwater environments.
 E521453 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 Robotics | Statement: [Oceaneering International, hasDivision, Subsea Robotics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Subsea Robotics
Context triple: [Oceaneering International, hasDivision, Subsea Robotics]
  • A. 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.
  • B. NOAA Uncrewed Systems Research Program
    The NOAA Uncrewed Systems Research Program is a federal research initiative that develops and applies uncrewed technologies such as drones and autonomous vehicles to enhance environmental monitoring and data collection for oceanic and atmospheric science.
  • C. Deep Ocean Exploration and Research (DOER Marine)
    Deep Ocean Exploration and Research (DOER Marine) is an ocean technology company specializing in the design and development of advanced subsea vehicles and systems for deep-sea exploration and research.
  • D. deep-submergence vehicle Shinkai 6500
    The deep-submergence vehicle Shinkai 6500 is a Japanese crewed research submersible capable of diving to 6,500 meters to conduct scientific exploration of the deep ocean.
  • E. Fendouzhe submersible
    The Fendouzhe submersible is a Chinese deep-sea research vehicle capable of crewed dives to the ocean’s deepest trenches, including the Challenger Deep in the Mariana Trench.
  • 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 Robotics
Triple: [Oceaneering International, hasDivision, Subsea Robotics]
Generated description
Subsea Robotics is a division of Oceaneering International that specializes in remotely operated vehicles and related technologies for underwater inspection, maintenance, and intervention in offshore and deepwater environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Subsea Robotics
Target entity description: Subsea Robotics is a division of Oceaneering International that specializes in remotely operated vehicles and related technologies for underwater inspection, maintenance, and intervention in offshore and deepwater environments.
  • A. 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.
  • B. NOAA Uncrewed Systems Research Program
    The NOAA Uncrewed Systems Research Program is a federal research initiative that develops and applies uncrewed technologies such as drones and autonomous vehicles to enhance environmental monitoring and data collection for oceanic and atmospheric science.
  • C. Deep Ocean Exploration and Research (DOER Marine)
    Deep Ocean Exploration and Research (DOER Marine) is an ocean technology company specializing in the design and development of advanced subsea vehicles and systems for deep-sea exploration and research.
  • D. deep-submergence vehicle Shinkai 6500
    The deep-submergence vehicle Shinkai 6500 is a Japanese crewed research submersible capable of diving to 6,500 meters to conduct scientific exploration of the deep ocean.
  • E. Fendouzhe submersible
    The Fendouzhe submersible is a Chinese deep-sea research vehicle capable of crewed dives to the ocean’s deepest trenches, including the Challenger Deep in the Mariana Trench.
  • 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.