Triple
T22330629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 333 |
E552012
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Phillip J. Eby
Phillip J. Eby is a software developer best known in the Python community for his work on the Web Server Gateway Interface (WSGI) standard and contributions to Python packaging and infrastructure.
|
E1531871
|
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: Phillip J. Eby | Statement: [PEP 333, author, Phillip J. Eby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phillip J. Eby Context triple: [PEP 333, author, Phillip J. Eby]
-
A.
Ian Bicking
Ian Bicking is an American software developer best known for his contributions to the Python web ecosystem, including tools like virtualenv and his work on WSGI and related infrastructure.
-
B.
Nick Coghlan
Nick Coghlan is a prominent Python core developer and software engineer known for his influential work on Python’s governance, documentation, and language design.
-
C.
Greg Ewing
Greg Ewing is a computer scientist and software developer best known for creating Pyrex, an early language for writing Python C extensions more easily.
-
D.
Ben Finney
Ben Finney was an anthropologist and pioneer of experimental archaeology best known for reviving traditional Polynesian navigation and co-founding the Polynesian Voyaging Society.
-
E.
Robert Kern
Robert Kern was an American film editor active during Hollywood’s classic studio era, known for his work on numerous prominent MGM productions.
- 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: Phillip J. Eby Triple: [PEP 333, author, Phillip J. Eby]
Generated description
Phillip J. Eby is a software developer best known in the Python community for his work on the Web Server Gateway Interface (WSGI) standard and contributions to Python packaging and infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phillip J. Eby Target entity description: Phillip J. Eby is a software developer best known in the Python community for his work on the Web Server Gateway Interface (WSGI) standard and contributions to Python packaging and infrastructure.
-
A.
Ian Bicking
Ian Bicking is an American software developer best known for his contributions to the Python web ecosystem, including tools like virtualenv and his work on WSGI and related infrastructure.
-
B.
Nick Coghlan
Nick Coghlan is a prominent Python core developer and software engineer known for his influential work on Python’s governance, documentation, and language design.
-
C.
Greg Ewing
Greg Ewing is a computer scientist and software developer best known for creating Pyrex, an early language for writing Python C extensions more easily.
-
D.
Ben Finney
Ben Finney was an anthropologist and pioneer of experimental archaeology best known for reviving traditional Polynesian navigation and co-founding the Polynesian Voyaging Society.
-
E.
Robert Kern
Robert Kern was an American film editor active during Hollywood’s classic studio era, known for his work on numerous prominent MGM productions.
- 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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1577a9c348190b8662142afa832be |
completed | April 29, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae05458e88190941ac539297867fc |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1556010819099f891c6af11a2d5 |
completed | May 18, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1cb8d908190937609e2bd554036 |
completed | May 18, 2026, 9:54 a.m. |
Created at: April 16, 2026, 8:43 p.m.