Triple

T10826179
Position Surface form Disambiguated ID Type / Status
Subject PEP 8016 E255502 entity
Predicate definesVoterBase P21010 FINISHED
Object Python core developers E51008 NE FINISHED

How this triple was built (3 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: Python core developers | Statement: [PEP 8016, definesVoterBase, Python core developers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Python core developers
Context triple: [PEP 8016, definesVoterBase, Python core developers]
  • A. Python core developers chosen
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • B. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • C. Pandas Developers
    Pandas Developers are the community of programmers and contributors who maintain and advance the pandas Python library for data analysis and manipulation.
  • D. NumPy Developers
    NumPy Developers are the community of programmers and contributors who maintain and advance NumPy, the core Python library for numerical computing and array-based scientific analysis.
  • E. Python Consortium
    The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: definesVoterBase
Context triple: [PEP 8016, definesVoterBase, Python core developers]
  • A. voterFunction
    Indicates a relationship where an entity serves in the role or capacity of a voter within a decision-making or electoral process.
  • B. hasMainVoterBase chosen
    Indicates that an entity (such as a political party or candidate) has its primary or most significant group of supporters in a particular population or region.
  • C. hasTypeOfVoters
    Indicates that an entity is associated with or characterized by a particular category or kind of voters.
  • D. usesVoterLists
    Indicates that one entity employs or relies on voter registration lists in relation to another entity or activity.
  • E. votingBasis
    Indicates the principle, criterion, or grounds on which a vote or voting decision is made.
  • F. None of above.

Provenance (4 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d1c24881909f56d56207cccbef completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69e373d238b88190a6f44fecfb64410c completed April 18, 2026, 12:06 p.m.
PD Predicate disambiguation batch_69d70d1bf3648190b36fa96ea018e0dc completed April 9, 2026, 2:21 a.m.
Created at: April 8, 2026, 9:19 p.m.