Triple
T4277930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python Packaging Authority |
E97085
|
entity |
| Predicate | maintains |
P1580
|
FINISHED |
| Object |
packaging (Python library)
packaging (Python library) is a core Python tool that provides utilities for working with package versions, requirements, and other packaging standards-compliant metadata.
|
E426696
|
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: packaging (Python library) | Statement: [Python Packaging Authority, maintains, packaging (Python library)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: packaging (Python library) Context triple: [Python Packaging Authority, maintains, packaging (Python library)]
-
A.
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.
-
B.
Python Package Index
The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
-
C.
setuptools
setuptools is a widely used Python library for packaging, distributing, and installing Python projects and their dependencies.
-
D.
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.
-
E.
jpackage
jpackage is a Java tool that creates native installers and packages for Java applications across different operating systems.
- 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: packaging (Python library) Triple: [Python Packaging Authority, maintains, packaging (Python library)]
Generated description
packaging (Python library) is a core Python tool that provides utilities for working with package versions, requirements, and other packaging standards-compliant metadata.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: packaging (Python library) Target entity description: packaging (Python library) is a core Python tool that provides utilities for working with package versions, requirements, and other packaging standards-compliant metadata.
-
A.
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.
-
B.
Python Package Index
The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
-
C.
setuptools
setuptools is a widely used Python library for packaging, distributing, and installing Python projects and their dependencies.
-
D.
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.
-
E.
jpackage
jpackage is a Java tool that creates native installers and packages for Java applications across different operating systems.
- F. None of above. chosen
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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501ef1388190b0c968b069014a59 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.