Triple

T5443208
Position Surface form Disambiguated ID Type / Status
Subject Oceaneering International E122185 entity
Predicate hasDivision P35 FINISHED
Object Integrity Management and Digital Solutions
Integrity Management and Digital Solutions is an Oceaneering International division that provides technology-driven services and digital tools to monitor, assess, and optimize the integrity and performance of industrial assets.
E521455 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: Integrity Management and Digital Solutions | Statement: [Oceaneering International, hasDivision, Integrity Management and Digital Solutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrity Management and Digital Solutions
Context triple: [Oceaneering International, hasDivision, Integrity Management and Digital Solutions]
  • A. Intelligent Operating Solutions
    Intelligent Operating Solutions is a business segment of Fortive that focuses on providing advanced software, data analytics, and connected workflow solutions to improve operational efficiency and performance across industrial and commercial environments.
  • B. National Cybersecurity Assessments and Technical Services
    National Cybersecurity Assessments and Technical Services is a U.S. government program that provides cybersecurity evaluations, testing, and technical support to help protect critical infrastructure and federal networks from cyber threats.
  • C. Integration and Innovation white paper 2021
    The Integration and Innovation white paper 2021 is a UK government policy document that set out major reforms to the National Health Service and social care, emphasizing collaboration, integration of services, and the formal establishment of Integrated Care Systems in England.
  • D. Directorate of Digital Innovation
    The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
  • E. Continuous Diagnostics and Mitigation tools
    Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
  • 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: Integrity Management and Digital Solutions
Triple: [Oceaneering International, hasDivision, Integrity Management and Digital Solutions]
Generated description
Integrity Management and Digital Solutions is an Oceaneering International division that provides technology-driven services and digital tools to monitor, assess, and optimize the integrity and performance of industrial assets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrity Management and Digital Solutions
Target entity description: Integrity Management and Digital Solutions is an Oceaneering International division that provides technology-driven services and digital tools to monitor, assess, and optimize the integrity and performance of industrial assets.
  • A. Intelligent Operating Solutions
    Intelligent Operating Solutions is a business segment of Fortive that focuses on providing advanced software, data analytics, and connected workflow solutions to improve operational efficiency and performance across industrial and commercial environments.
  • B. National Cybersecurity Assessments and Technical Services
    National Cybersecurity Assessments and Technical Services is a U.S. government program that provides cybersecurity evaluations, testing, and technical support to help protect critical infrastructure and federal networks from cyber threats.
  • C. Integration and Innovation white paper 2021
    The Integration and Innovation white paper 2021 is a UK government policy document that set out major reforms to the National Health Service and social care, emphasizing collaboration, integration of services, and the formal establishment of Integrated Care Systems in England.
  • D. Directorate of Digital Innovation
    The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
  • E. Continuous Diagnostics and Mitigation tools
    Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
  • 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.