Triple

T18051458
Position Surface form Disambiguated ID Type / Status
Subject Python official documentation E431933 entity
Predicate maintainedBy P86 FINISHED
Object Python documentation team
The Python documentation team is the group responsible for writing, updating, and overseeing the official reference and user documentation for the Python programming language.
E1303157 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: Python documentation team | Statement: [Python official documentation, maintainedBy, Python documentation team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python documentation team
Context triple: [Python official documentation, maintainedBy, Python documentation team]
  • A. PHP documentation team
    The PHP documentation team is a group of contributors responsible for writing, maintaining, and improving the official documentation for the PHP programming language.
  • B. Python official documentation
    Python official documentation is the authoritative online reference and user guide for the Python programming language, covering its syntax, standard library, and best practices.
  • C. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • D. Gentoo documentation team
    The Gentoo documentation team is the group responsible for creating, updating, and maintaining official documentation and guides for the Gentoo Linux distribution.
  • E. Pocoo Team
    The Pocoo Team is a group of Python developers best known for creating popular projects such as the Flask web framework and the Jinja2 templating engine.
  • 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: Python documentation team
Triple: [Python official documentation, maintainedBy, Python documentation team]
Generated description
The Python documentation team is the group responsible for writing, updating, and overseeing the official reference and user documentation for the Python programming language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python documentation team
Target entity description: The Python documentation team is the group responsible for writing, updating, and overseeing the official reference and user documentation for the Python programming language.
  • A. PHP documentation team
    The PHP documentation team is a group of contributors responsible for writing, maintaining, and improving the official documentation for the PHP programming language.
  • B. Python official documentation
    Python official documentation is the authoritative online reference and user guide for the Python programming language, covering its syntax, standard library, and best practices.
  • C. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • D. Gentoo documentation team
    The Gentoo documentation team is the group responsible for creating, updating, and maintaining official documentation and guides for the Gentoo Linux distribution.
  • E. Pocoo Team
    The Pocoo Team is a group of Python developers best known for creating popular projects such as the Flask web framework and the Jinja2 templating engine.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4c0fe4f1881908fa8485cb3ccfa44 completed April 19, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bf5fc48190afd460025b1fe505 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b7197e48190ae62f25f2fb434b6 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034c08c12081908fee77fbb97b5840 completed May 12, 2026, 3:49 p.m.
Created at: April 10, 2026, 10:25 a.m.