Triple

T2301368
Position Surface form Disambiguated ID Type / Status
Subject PEP 622 E51738 entity
Predicate category P87 FINISHED
Object Standards Track
Standards Track is the category of Python Enhancement Proposals that introduce or change core Python language features, standard libraries, or implementation details intended for widespread adoption.
E253904 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: Standards Track | Statement: [PEP 622, category, Standards Track]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Standards Track
Context triple: [PEP 622, category, Standards Track]
  • A. W3C Recommendation Track
    The W3C Recommendation Track is the formal process by which the World Wide Web Consortium develops, reviews, and standardizes web technologies into official W3C Recommendations.
  • B. IETF Internet standards process
    The IETF Internet standards process is the formal, consensus-driven procedure by which the Internet Engineering Task Force develops, reviews, and approves technical specifications to become official Internet Standards.
  • C. IETF BCP series
    The IETF BCP series is a collection of Best Current Practice documents published by the Internet Engineering Task Force that define widely accepted technical and procedural guidelines for the Internet community.
  • D. IETF Internet Standards process changes
    IETF Internet Standards process changes are formal modifications to the procedures and rules governing how Internet standards are developed, reviewed, and approved within the Internet Engineering Task Force.
  • E. BCP 14
    BCP 14 is an IETF Best Current Practice document that standardizes the use of requirement-level keywords like “MUST,” “SHOULD,” and “MAY” in technical specifications.
  • 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: Standards Track
Triple: [PEP 622, category, Standards Track]
Generated description
Standards Track is the category of Python Enhancement Proposals that introduce or change core Python language features, standard libraries, or implementation details intended for widespread adoption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Standards Track
Target entity description: Standards Track is the category of Python Enhancement Proposals that introduce or change core Python language features, standard libraries, or implementation details intended for widespread adoption.
  • A. W3C Recommendation Track
    The W3C Recommendation Track is the formal process by which the World Wide Web Consortium develops, reviews, and standardizes web technologies into official W3C Recommendations.
  • B. IETF Internet standards process
    The IETF Internet standards process is the formal, consensus-driven procedure by which the Internet Engineering Task Force develops, reviews, and approves technical specifications to become official Internet Standards.
  • C. IETF BCP series
    The IETF BCP series is a collection of Best Current Practice documents published by the Internet Engineering Task Force that define widely accepted technical and procedural guidelines for the Internet community.
  • D. IETF Internet Standards process changes
    IETF Internet Standards process changes are formal modifications to the procedures and rules governing how Internet standards are developed, reviewed, and approved within the Internet Engineering Task Force.
  • E. BCP 14
    BCP 14 is an IETF Best Current Practice document that standardizes the use of requirement-level keywords like “MUST,” “SHOULD,” and “MAY” in technical specifications.
  • 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_69a88b0a9f248190bcff941463d8f65a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5ef51948190ae828d8ee02feb75 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f31356c81909c563d88d472e05f completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae7fd78ee48190990fc7b5034b662b completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae80dadf208190913211329a40b4ee completed March 9, 2026, 8:12 a.m.
Created at: March 4, 2026, 7:49 p.m.