Triple
T10826165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 8016 |
E255502
|
entity |
| Predicate | replacesPersonAsBDFL |
P52445
|
FINISHED |
| Object | Guido van Rossum |
E1899
|
NE FINISHED |
How this triple was built (3 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: Guido van Rossum | Statement: [PEP 8016, replacesPersonAsBDFL, Guido van Rossum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guido van Rossum Context triple: [PEP 8016, replacesPersonAsBDFL, Guido van Rossum]
-
A.
Guido van Rossum
chosen
Guido van Rossum is a Dutch programmer best known as the creator of the Python programming language.
-
B.
Johannes van Rossum
Johannes van Rossum was a Dutch coachman and later companion closely associated with Princess Marianne of the Netherlands, with whom he had a long-term, controversial relationship.
-
C.
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.
-
D.
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.
-
E.
David Flanagan
David Flanagan is a software developer and technical author best known for his widely used programming books, including "JavaScript: The Definitive Guide."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: replacesPersonAsBDFL Context triple: [PEP 8016, replacesPersonAsBDFL, Guido van Rossum]
-
A.
previousMaintainer
Indicates that one entity formerly held responsibility for maintaining another entity before the current maintainer.
-
B.
placedBy
Indicates that one entity was positioned, set, or put in a location or context by another entity.
-
C.
roleTakenOverFrom
chosen
Indicates that one entity has assumed or inherited a role or position that was previously held by another entity.
-
D.
changedNameInHonorOf
Indicates that an entity altered its name specifically to honor or pay tribute to another entity.
-
E.
officeHolderBecame
Indicates that an individual assumed or transitioned into holding a particular office or official position.
- F. None of above.
Provenance (4 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d1c24881909f56d56207cccbef |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7c45f288190a5235b5d7000a32c |
completed | April 15, 2026, 8:40 p.m. |
| PD | Predicate disambiguation | batch_69d70d1bf3648190b36fa96ea018e0dc |
completed | April 9, 2026, 2:21 a.m. |
Created at: April 8, 2026, 9:19 p.m.