Triple
T17557049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 440 |
E427615
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Donald Stufft |
—
|
NE NERFINISHED |
How this triple was built (2 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: Donald Stufft | Statement: [PEP 440, author, Donald Stufft]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Stufft Context triple: [PEP 440, author, Donald Stufft]
-
A.
Donald Stufft
chosen
Donald Stufft is a prominent Python packaging developer and core contributor known for his work on tools like pip and for authoring key Python Enhancement Proposals.
-
B.
Michael Gunton
Michael Gunton is a British television producer best known for his work on major BBC natural history series such as Planet Earth II and Dynasties.
-
C.
Paul Bratter
Paul Bratter is a straight-laced, newlywed lawyer whose uptight nature comically clashes with his free-spirited wife in Neil Simon’s romantic comedy "Barefoot in the Park."
-
D.
Michael Lembeck
Michael Lembeck is an American director and actor best known for his work on family comedies and popular television series such as "Friends."
-
E.
Grant Cramer
Grant Cramer is an American actor and producer best known for his roles in 1980s films such as "Hardbodies" and "Killer Klowns from Outer Space."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e4562357b48190bde6f49df0c983c2 |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.