Triple

T10763771
Position Surface form Disambiguated ID Type / Status
Subject Structural Pattern Matching E253899 entity
Predicate hasMotivationIn P19457 FINISHED
Object PEP 635 E255288 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: PEP 635 | Statement: [Structural Pattern Matching, hasMotivationIn, PEP 635]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PEP 635
Context triple: [Structural Pattern Matching, hasMotivationIn, PEP 635]
  • A. PEP 635 chosen
    PEP 635 is a Python Enhancement Proposal that provides a detailed rationale and motivation for the structural pattern matching feature introduced in Python 3.10.
  • B. PEP 634
    PEP 634 is the Python Enhancement Proposal that formally specifies the semantics of structural pattern matching introduced in Python 3.10.
  • C. PEP 636
    PEP 636 is a Python Enhancement Proposal that serves as a tutorial-style guide to the structural pattern matching feature introduced in Python 3.10.
  • D. PEP 695
    PEP 695 is a Python Enhancement Proposal that introduces a new, more concise syntax for type parameter declarations to improve the language’s support for generics and static typing.
  • E. PEP 622
    PEP 622 is a Python Enhancement Proposal that introduced the design for structural pattern matching syntax later adopted in Python 3.10.
  • 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: hasMotivationIn
Context triple: [Structural Pattern Matching, hasMotivationIn, PEP 635]
  • A. motivationFor chosen
    Indicates that one entity serves as the reason, drive, or incentive behind another entity’s action, state, or occurrence.
  • B. motivatedByGoal
    Indicates that an action, behavior, or state occurs as a result of an intention to achieve a specific goal or desired outcome.
  • C. motivated
    Indicates that one entity provides a reason, drive, or incentive that causes another entity to act or behave in a certain way.
  • D. laterMotivation
    Indicates that one event, state, or action serves as a motivation or reason for another event, state, or action that occurs later in time.
  • E. hasMotiveElement
    Indicates that one entity includes, specifies, or is characterized by a particular motive-related component or factor in a broader relationship or action.
  • F. None of above.

Provenance (4 batches)

Stage Batch ID Job type Status
creating batch_69d6aa5f54f4819082d0bbcb6f8797e6 elicitation completed
NER batch_69d731a504948190943f0e27c0d891ed ner completed
NED1 batch_69dff78257b88190942308719d9fa6a6 ned_source_triple completed
PD batch_69d6f311529c819080ca5493d55d6050 pd completed
Created at: April 8, 2026, 9:16 p.m.