Triple

T22457592
Position Surface form Disambiguated ID Type / Status
Subject Failure Mode and Effects Analysis E555154 entity
Predicate usedInStandard P1587 FINISHED
Object AIAG FMEA Handbook
The AIAG FMEA Handbook is an automotive industry guideline that standardizes the methodology and best practices for conducting Failure Mode and Effects Analysis to improve product and process reliability.
 E1538022 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: AIAG FMEA Handbook | Statement: [Failure Mode and Effects Analysis, usedInStandard, AIAG FMEA Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AIAG FMEA Handbook
Context triple: [Failure Mode and Effects Analysis, usedInStandard, AIAG FMEA Handbook]
  • A. Failure Mode and Effects Analysis
    Failure Mode and Effects Analysis is a systematic, proactive method for identifying potential failures in a process, product, or system and evaluating their causes and effects to prioritize and mitigate risk.
  • B. DFSS
    DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
  • C. IEC 62366
    IEC 62366 is an international standard that specifies a usability engineering process for medical devices to ensure safe and effective use by users.
  • D. INCOSE Systems Engineering Handbook
    The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
  • E. FOSM
    FOSM is the abbreviated title for the senior naval appointment responsible for overseeing submarine forces and operations.
  • 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: AIAG FMEA Handbook
Triple: [Failure Mode and Effects Analysis, usedInStandard, AIAG FMEA Handbook]
Generated description
The AIAG FMEA Handbook is an automotive industry guideline that standardizes the methodology and best practices for conducting Failure Mode and Effects Analysis to improve product and process reliability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AIAG FMEA Handbook
Target entity description: The AIAG FMEA Handbook is an automotive industry guideline that standardizes the methodology and best practices for conducting Failure Mode and Effects Analysis to improve product and process reliability.
  • A. Failure Mode and Effects Analysis
    Failure Mode and Effects Analysis is a systematic, proactive method for identifying potential failures in a process, product, or system and evaluating their causes and effects to prioritize and mitigate risk.
  • B. DFSS
    DFSS is a Chicago city agency that provides social services and support programs to children, youth, families, seniors, and vulnerable residents.
  • C. IEC 62366
    IEC 62366 is an international standard that specifies a usability engineering process for medical devices to ensure safe and effective use by users.
  • D. INCOSE Systems Engineering Handbook
    The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
  • E. FOSM
    FOSM is the abbreviated title for the senior naval appointment responsible for overseeing submarine forces and operations.
  • 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.