Triple
T2321048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 572 |
E51179
|
entity |
| Predicate | referenceImplementation |
P33736
|
FINISHED |
| Object | CPython 3.8 |
E9268
|
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: CPython 3.8 | Statement: [PEP 572, referenceImplementation, CPython 3.8]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CPython 3.8 Context triple: [PEP 572, referenceImplementation, CPython 3.8]
-
A.
Python 3.8
Python 3.8 is a major release of the Python programming language that introduced several new language features, performance improvements, and standard library enhancements.
-
B.
Python 3.10
Python 3.10 is a major release of the Python programming language that introduced structural pattern matching and various syntax and performance improvements.
-
C.
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.
-
D.
Pythonidae
Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
-
E.
PEP 634
PEP 634 is the Python Enhancement Proposal that formally specifies the semantics of structural pattern matching introduced 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: referenceImplementation Context triple: [PEP 572, referenceImplementation, CPython 3.8]
-
A.
standardReference
chosen
Indicates that one entity serves as the authoritative or canonical reference or benchmark for interpreting, validating, or comparing another entity.
-
B.
mandatesImplementationOf
Indicates that one entity requires or enforces the implementation or execution of another entity (such as a policy, standard, or procedure).
-
C.
mostWidelyUsedImplementationOf
Indicates that one implementation of something is the most commonly or widely used version among all its implementations.
-
D.
implementedUnder
Indicates that an action, policy, or process is carried out within the scope, authority, or framework defined by a particular higher-level plan, rule, or governing entity.
-
E.
supportsImplementationOf
Indicates that one entity provides the necessary resources, framework, or assistance for another entity to be carried out, realized, or put into practice.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc685f05481909c863b29d1f6bacd |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8786d508190aac531a88fc5076f |
completed | March 9, 2026, 11:01 a.m. |
| PD | Predicate disambiguation | batch_69abc5909cc48190aab257313542dc49 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:49 p.m.