Triple

T816733

Position	Surface form	Disambiguated ID	Type / Status
Subject	Python Package Index	`E17665`	entity
Predicate	supportsTool	`P12724`	FINISHED
Object	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.	`E97086`	NE FINISHED

How this triple was built (5 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: pip | Statement: [Python Package Index, supportsTool, pip]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: pip
Context triple: [Python Package Index, supportsTool, pip]

A. Python Package Index
The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
B. PyPy
PyPy is a high-performance alternative Python interpreter featuring a Just-In-Time (JIT) compiler designed to significantly speed up the execution of Python programs.
C. npm
npm is the default package manager and registry for Node.js, widely used to share, install, and manage JavaScript libraries and tools.
D. GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
E. Python
Python is a monstrous serpent or dragon from Greek mythology, best known for being slain by the god Apollo at Delphi.
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: pip
Triple: [Python Package Index, supportsTool, pip]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: pip
Target entity description: 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.

A. Python Package Index
The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
B. PyPy
PyPy is a high-performance alternative Python interpreter featuring a Just-In-Time (JIT) compiler designed to significantly speed up the execution of Python programs.
C. npm
npm is the default package manager and registry for Node.js, widely used to share, install, and manage JavaScript libraries and tools.
D. GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
E. Python
Python is a monstrous serpent or dragon from Greek mythology, best known for being slain by the god Apollo at Delphi.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: supportsTool
Context triple: [Python Package Index, supportsTool, pip]

A. supportsUse
Indicates that one entity enables, allows, or is compatible with the use or operation of another entity.
B. supportsProduct
Indicates that one entity provides assistance, compatibility, or necessary resources for the operation, use, or maintenance of a specified product.
C. supportsFeature
Indicates that one entity provides, enables, or is compatible with a particular feature or capability of another.
D. supportsInstrument chosen
Indicates that one entity provides assistance, resources, or functionality that enables another entity (the instrument) to operate or be used effectively.
E. providesSupportTo
Indicates that one entity offers help, resources, or reinforcement to another entity to aid its function, stability, or success.
F. None of above.

Provenance (6 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_69a4937bcaac8190a322524ac6f45a5a`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4ab621d2c819083f10bff4f66c482`	completed	March 1, 2026, 9:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a76d8d1a448190be8494fa2776615a`	completed	March 3, 2026, 11:23 p.m.
NEDg	Description generation	`batch_69a78bd0a1d48190907434a17853dfb1`	completed	March 4, 2026, 1:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69a78c3a57d88190a994ed44bcb2d8d1`	completed	March 4, 2026, 1:34 a.m.
PD	Predicate disambiguation	`batch_69a4aa756920819080ae82948974c876`	completed	March 1, 2026, 9:07 p.m.

Created at: March 1, 2026, 7:38 p.m.