Triple
T17557352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python packaging ecosystem |
E427621
|
entity |
| Predicate | includesConcept |
P531
|
FINISHED |
| Object | setuptools |
—
|
NE NERFINISHED |
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: setuptools | Statement: [Python packaging ecosystem, includesConcept, setuptools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: setuptools Context triple: [Python packaging ecosystem, includesConcept, setuptools]
-
A.
setuptools
chosen
setuptools is a widely used Python library for packaging, distributing, and installing Python projects and their dependencies.
-
B.
distutils
distutils is a now-deprecated Python standard library module that provided tools for distributing and installing Python packages before being largely superseded by setuptools.
-
C.
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.
-
D.
Python Packaging Authority
The Python Packaging Authority is a working group that oversees and develops key tools, standards, and infrastructure for packaging and distributing Python software.
-
E.
pip
pip is the standard command-line package manager for Python, used to install and manage software packages from the Python Package Index (PyPI) and other repositories.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d889df6dc081908f67dbadc03c07ee |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562413d08190acaa5272046d3626 |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.