Triple
T18015939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NumFOCUS |
E430998
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Jarrod Millman
Jarrod Millman is a software engineer and open-source advocate known for his leadership in the scientific Python ecosystem and for co-founding the NumFOCUS organization that supports open-source scientific computing projects.
|
E1302204
|
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: Jarrod Millman | Statement: [NumFOCUS, foundedBy, Jarrod Millman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jarrod Millman Context triple: [NumFOCUS, foundedBy, Jarrod Millman]
-
A.
Aaron Johnson
Aaron Johnson is a musician best known for his past role as a member of the indie rock band Okkervil River.
-
B.
Aaron Johnson
Aaron Johnson is an English actor known for roles in films such as "Kick-Ass," "Nowhere Boy," and "Albert Nobbs."
-
C.
Ryan Kwanten
Ryan Kwanten is an Australian actor best known for playing Jason Stackhouse on the HBO vampire drama series "True Blood."
-
D.
Nathan Walker
Nathan Walker is an Australian professional ice hockey forward known for being the first Australian to play in the NHL.
-
E.
Darren Gilshenan
Darren Gilshenan is an Australian actor and comedian known for his work in television, film, and theatre, particularly in character and comic roles.
- 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: Jarrod Millman Triple: [NumFOCUS, foundedBy, Jarrod Millman]
Generated description
Jarrod Millman is a software engineer and open-source advocate known for his leadership in the scientific Python ecosystem and for co-founding the NumFOCUS organization that supports open-source scientific computing projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jarrod Millman Target entity description: Jarrod Millman is a software engineer and open-source advocate known for his leadership in the scientific Python ecosystem and for co-founding the NumFOCUS organization that supports open-source scientific computing projects.
-
A.
Aaron Johnson
Aaron Johnson is a musician best known for his past role as a member of the indie rock band Okkervil River.
-
B.
Aaron Johnson
Aaron Johnson is an English actor known for roles in films such as "Kick-Ass," "Nowhere Boy," and "Albert Nobbs."
-
C.
Ryan Kwanten
Ryan Kwanten is an Australian actor best known for playing Jason Stackhouse on the HBO vampire drama series "True Blood."
-
D.
Nathan Walker
Nathan Walker is an Australian professional ice hockey forward known for being the first Australian to play in the NHL.
-
E.
Darren Gilshenan
Darren Gilshenan is an Australian actor and comedian known for his work in television, film, and theatre, particularly in character and comic roles.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349a8beec8190ac2e79aa3bce7966 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034ad3e128819081b4628a759fe941 |
completed | May 12, 2026, 3:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034b543be08190abe8e8872c834c2b |
completed | May 12, 2026, 3:46 p.m. |
Created at: April 10, 2026, 10:24 a.m.