Triple

T18016016
Position Surface form Disambiguated ID Type / Status
Subject Pyrex E430999 entity
Predicate interoperatesWith P845 FINISHED
Object Python C API NE NERFINISHED

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 C API | Statement: [Pyrex, interoperatesWith, Python C API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python C API
Context triple: [Pyrex, interoperatesWith, Python C API]
  • A. Cython
    Cython is a programming language and compiler that extends Python with static typing and direct C/C++ integration to generate fast, optimized extension modules.
  • B. Python reference implementation (CPython)
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • C. Python API
    The Python API for Z3 is a set of Python bindings that allow developers to programmatically construct and solve logical formulas and constraints using the Z3 SMT solver within Python applications.
  • D. Python Bridge
    Python Bridge is a striking red pedestrian and cycle bridge in Amsterdam known for its steep, serpentine design connecting parts of the Eastern Docklands.
  • E. CPython contribution guidelines
    CPython contribution guidelines are the official rules and best practices that explain how to propose, develop, test, and submit changes to the core Python interpreter and standard library.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python C API
Target entity description: The Python C API is a collection of C-language interfaces that allow developers to extend and embed the Python interpreter by writing Python modules and integrations in C.
  • A. Cython
    Cython is a programming language and compiler that extends Python with static typing and direct C/C++ integration to generate fast, optimized extension modules.
  • B. Python reference implementation (CPython) chosen
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • C. Python API
    The Python API for Z3 is a set of Python bindings that allow developers to programmatically construct and solve logical formulas and constraints using the Z3 SMT solver within Python applications.
  • D. Python Bridge
    Python Bridge is a striking red pedestrian and cycle bridge in Amsterdam known for its steep, serpentine design connecting parts of the Eastern Docklands.
  • E. CPython contribution guidelines
    CPython contribution guidelines are the official rules and best practices that explain how to propose, develop, test, and submit changes to the core Python interpreter and standard library.
  • F. None of above.

Provenance (2 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b523f588819097389e067dda7f23 completed April 19, 2026, 10:57 a.m.
Created at: April 10, 2026, 10:24 a.m.