Triple

T22457596
Position Surface form Disambiguated ID Type / Status
Subject Failure Mode and Effects Analysis E555154 entity
Predicate usedInStandard P1587 FINISHED
Object IATF 16949
IATF 16949 is an international quality management standard for the automotive industry that harmonizes sector-specific requirements with ISO 9001 to ensure consistent, defect-preventive production and continual improvement.
E1538025 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: IATF 16949 | Statement: [Failure Mode and Effects Analysis, usedInStandard, IATF 16949]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IATF 16949
Context triple: [Failure Mode and Effects Analysis, usedInStandard, IATF 16949]
  • A. ISO 9001
    ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
  • B. ISO 9000 family
    The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
  • C. ISO 13485
    ISO 13485 is an international quality management standard that specifies requirements for organizations involved in the design, production, installation, and servicing of medical devices and related services.
  • D. ISO 9004
    ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
  • E. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • 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: IATF 16949
Triple: [Failure Mode and Effects Analysis, usedInStandard, IATF 16949]
Generated description
IATF 16949 is an international quality management standard for the automotive industry that harmonizes sector-specific requirements with ISO 9001 to ensure consistent, defect-preventive production and continual improvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IATF 16949
Target entity description: IATF 16949 is an international quality management standard for the automotive industry that harmonizes sector-specific requirements with ISO 9001 to ensure consistent, defect-preventive production and continual improvement.
  • A. ISO 9001
    ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
  • B. ISO 9000 family
    The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
  • C. ISO 13485
    ISO 13485 is an international quality management standard that specifies requirements for organizations involved in the design, production, installation, and servicing of medical devices and related services.
  • D. ISO 9004
    ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
  • E. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • 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_69e11e51fdec8190adfdf9f8a6362221 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b7d00208190955a70e2c22d25a4 completed April 29, 2026, 1:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c7fc40081909f27eb081ac156f1 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0ddb116c8190b19f9a01abb737e6 completed May 18, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0e4402e481909210c5feff3fcddf completed May 18, 2026, 1:04 p.m.
Created at: April 16, 2026, 8:48 p.m.