Triple
T18016016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pyrex |
E430999
|
entity |
| Predicate | interoperatesWith |
P845
|
FINISHED |
| Object |
Python C API
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.
|
E9268
|
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: 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.
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: Python C API Triple: [Pyrex, interoperatesWith, Python C API]
Generated 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.
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 (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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.