Triple

T5362776
Position Surface form Disambiguated ID Type / Status
Subject ISO/IEC 27000 family E103059 entity
Predicate includesStandard P19701 FINISHED
Object ISO/IEC 27034
ISO/IEC 27034 is an international standard that provides guidelines for integrating security into application development and management as part of an organization’s overall information security framework.
 E516510 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: ISO/IEC 27034 | Statement: [ISO/IEC 27000 family, includesStandard, ISO/IEC 27034]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO/IEC 27034
Context triple: [ISO/IEC 27000 family, includesStandard, ISO/IEC 27034]
  • A. ISO/IEC 27032
    ISO/IEC 27032 is an international standard that provides guidelines for cybersecurity, focusing on protecting information and systems in cyberspace and enhancing cooperation among stakeholders.
  • B. ISO/IEC 27033
    ISO/IEC 27033 is an international standard that provides detailed guidance on the design, implementation, and management of network security within an information security management framework.
  • C. ISO/IEC 27013
    ISO/IEC 27013 is an international standard that provides guidance on the integrated implementation of information security management (ISO/IEC 27001) and IT service management (ISO/IEC 20000-1).
  • D. ISO/IEC 27035
    ISO/IEC 27035 is an international standard that provides guidelines and best practices for managing and responding to information security incidents within organizations.
  • E. ISO/IEC 27010
    ISO/IEC 27010 is an international standard that provides guidelines for information security management and communication in inter-organizational and sector-specific information sharing communities.
  • 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: ISO/IEC 27034
Triple: [ISO/IEC 27000 family, includesStandard, ISO/IEC 27034]
Generated description
ISO/IEC 27034 is an international standard that provides guidelines for integrating security into application development and management as part of an organization’s overall information security framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO/IEC 27034
Target entity description: ISO/IEC 27034 is an international standard that provides guidelines for integrating security into application development and management as part of an organization’s overall information security framework.
  • A. ISO/IEC 27032
    ISO/IEC 27032 is an international standard that provides guidelines for cybersecurity, focusing on protecting information and systems in cyberspace and enhancing cooperation among stakeholders.
  • B. ISO/IEC 27033
    ISO/IEC 27033 is an international standard that provides detailed guidance on the design, implementation, and management of network security within an information security management framework.
  • C. ISO/IEC 27013
    ISO/IEC 27013 is an international standard that provides guidance on the integrated implementation of information security management (ISO/IEC 27001) and IT service management (ISO/IEC 20000-1).
  • D. ISO/IEC 27035
    ISO/IEC 27035 is an international standard that provides guidelines and best practices for managing and responding to information security incidents within organizations.
  • E. ISO/IEC 27010
    ISO/IEC 27010 is an international standard that provides guidelines for information security management and communication in inter-organizational and sector-specific information sharing communities.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865b9b808190a1e8c283ba28d645 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf333e785c819092afe751934662f0 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf33cc90b48190ae84e51763d25e16 completed March 22, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69bf340c4b708190abb9be455f6dacb2 completed March 22, 2026, 12:13 a.m.
Created at: March 20, 2026, 2:02 p.m.