Triple
T4325221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python standard library |
E96619
|
entity |
| Predicate | includesModule |
P49317
|
FINISHED |
| Object | distutils (deprecated) |
E427616
|
NE FINISHED |
How this triple was built (2 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: distutils (deprecated) | Statement: [Python standard library, includesModule, distutils (deprecated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: distutils (deprecated) Context triple: [Python standard library, includesModule, distutils (deprecated)]
-
A.
distutils
chosen
distutils is a now-deprecated Python standard library module that provided tools for distributing and installing Python packages before being largely superseded by setuptools.
-
B.
setuptools
setuptools is a widely used Python library for packaging, distributing, and installing Python projects and their dependencies.
-
C.
PEP 517 (via backends)
PEP 517 (via backends) defines a standardized, backend-agnostic interface for building Python packages, separating build logic from packaging tools like setuptools.
-
D.
PEP 517
PEP 517 is a Python packaging standard that defines a build-system independent interface for building Python project distributions.
-
E.
Python packaging ecosystem
The Python packaging ecosystem is the collection of tools, standards, and services that enable building, distributing, and installing Python software packages, including components like package formats, repositories, and upload utilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3563eab24819088add9180af2ce3c |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d094f5fc819083eddc234f46f6a1 |
completed | March 14, 2026, 9:18 p.m. |
Created at: March 12, 2026, 11:13 p.m.