Triple
T400427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python Enhancement Proposals |
E9267
|
entity |
| Predicate | includesType |
P121
|
FINISHED |
| Object |
Standards Track PEP
A Standards Track PEP is a type of Python Enhancement Proposal that specifies new features or changes to the Python language, standard library, or implementation that are intended to become part of the official Python standard.
|
E9267
|
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: Standards Track PEP | Statement: [Python Enhancement Proposals, includesType, Standards Track PEP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Standards Track PEP Context triple: [Python Enhancement Proposals, includesType, Standards Track PEP]
-
A.
BCP 14
BCP 14 is an IETF Best Current Practice document that standardizes the use of requirement-level keywords like “MUST,” “SHOULD,” and “MAY” in technical specifications.
-
B.
RFCs
RFCs (Requests for Comments) are a series of technical and organizational documents that define and standardize protocols, procedures, and policies for the Internet and related networks.
-
C.
RFC Editor
The RFC Editor is the organization responsible for editing, publishing, and maintaining the Request for Comments (RFC) series that documents standards and technical notes for the Internet community.
-
D.
Python Enhancement Proposals
Python Enhancement Proposals (PEPs) are the formal design documents that propose, specify, and document new features, processes, and standards for the Python programming language.
-
E.
RFC 9112
RFC 9112 is the IETF specification that standardizes the semantics and behavior of HTTP/1.1.
- 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: Standards Track PEP Triple: [Python Enhancement Proposals, includesType, Standards Track PEP]
Generated description
A Standards Track PEP is a type of Python Enhancement Proposal that specifies new features or changes to the Python language, standard library, or implementation that are intended to become part of the official Python standard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Standards Track PEP Target entity description: A Standards Track PEP is a type of Python Enhancement Proposal that specifies new features or changes to the Python language, standard library, or implementation that are intended to become part of the official Python standard.
-
A.
BCP 14
BCP 14 is an IETF Best Current Practice document that standardizes the use of requirement-level keywords like “MUST,” “SHOULD,” and “MAY” in technical specifications.
-
B.
RFCs
RFCs (Requests for Comments) are a series of technical and organizational documents that define and standardize protocols, procedures, and policies for the Internet and related networks.
-
C.
RFC Editor
The RFC Editor is the organization responsible for editing, publishing, and maintaining the Request for Comments (RFC) series that documents standards and technical notes for the Internet community.
-
D.
Python Enhancement Proposals
chosen
Python Enhancement Proposals (PEPs) are the formal design documents that propose, specify, and document new features, processes, and standards for the Python programming language.
-
E.
RFC 9112
RFC 9112 is the IETF specification that standardizes the semantics and behavior of HTTP/1.1.
- F. None of above.
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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ec8e655c819081eff85c0ef55fa5 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4103f9f588190aabdf7f5d6422d09 |
completed | March 1, 2026, 10:09 a.m. |
| NEDg | Description generation | batch_69a410e5ba148190a7fe0ee9861fb334 |
completed | March 1, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a41180ead48190a5edd2e66da413ba |
completed | March 1, 2026, 10:14 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.