Triple
T17557262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 420 |
E427619
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
PEP 328
PEP 328 is a Python Enhancement Proposal that introduced and standardized the syntax and semantics for absolute and relative imports in Python.
|
E1278206
|
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: PEP 328 | Statement: [PEP 420, relatedTo, PEP 328]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PEP 328 Context triple: [PEP 420, relatedTo, PEP 328]
-
A.
PEP 302
PEP 302 is a Python Enhancement Proposal that defines the import hook mechanism, enabling customization and extension of Python’s module import system.
-
B.
PEP 345
PEP 345 is a Python Enhancement Proposal that defines the metadata format for Python software packages, including standardized fields used in package distribution.
-
C.
PEP 386
PEP 386 is a Python Enhancement Proposal that originally specified a version identification scheme for Python software distributions before being superseded by PEP 440.
-
D.
PEP 333
PEP 333 is the Python Enhancement Proposal that originally defined the Web Server Gateway Interface (WSGI), a standard for communication between Python web applications and web servers.
-
E.
PEP 3107
PEP 3107 is the Python Enhancement Proposal that introduced function annotations, providing a standardized syntax for attaching metadata such as type information to function parameters and return values.
- 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: PEP 328 Triple: [PEP 420, relatedTo, PEP 328]
Generated description
PEP 328 is a Python Enhancement Proposal that introduced and standardized the syntax and semantics for absolute and relative imports in Python.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PEP 328 Target entity description: PEP 328 is a Python Enhancement Proposal that introduced and standardized the syntax and semantics for absolute and relative imports in Python.
-
A.
PEP 302
PEP 302 is a Python Enhancement Proposal that defines the import hook mechanism, enabling customization and extension of Python’s module import system.
-
B.
PEP 345
PEP 345 is a Python Enhancement Proposal that defines the metadata format for Python software packages, including standardized fields used in package distribution.
-
C.
PEP 386
PEP 386 is a Python Enhancement Proposal that originally specified a version identification scheme for Python software distributions before being superseded by PEP 440.
-
D.
PEP 333
PEP 333 is the Python Enhancement Proposal that originally defined the Web Server Gateway Interface (WSGI), a standard for communication between Python web applications and web servers.
-
E.
PEP 3107
PEP 3107 is the Python Enhancement Proposal that introduced function annotations, providing a standardized syntax for attaching metadata such as type information to function parameters and return values.
- 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_69d889df6dc081908f67dbadc03c07ee |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562413d08190acaa5272046d3626 |
completed | April 19, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e80dee4c8190a8df0734aac0f32f |
completed | May 11, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_6a01f13419d88190a03b1fc93f12cec6 |
completed | May 11, 2026, 3:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01f1a4cebc8190bf2af495e37aa1a6 |
completed | May 11, 2026, 3:11 p.m. |
Created at: April 10, 2026, 5:50 a.m.