Triple
T18015833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NumPy Developers |
E430996
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | software developer community |
C26892
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: software developer community Context triple: [NumPy Developers, instanceOf, software developer community]
-
A.
software developer
A software developer is a professional who designs, writes, tests, and maintains computer programs and applications to solve problems or fulfill specific user needs.
-
B.
computer science community
chosen
A computer science community is a group of people who share knowledge, collaborate, and support each other around topics in computing, programming, and related technologies.
-
C.
programmer
A programmer is a person who designs, writes, tests, and maintains computer software by creating and modifying code to solve problems or perform specific tasks.
-
D.
software engineer
A software engineer is a professional who designs, develops, tests, and maintains software systems by applying principles of computer science and engineering to solve real-world problems.
-
E.
software development team
A software development team is a collaborative group of professionals with complementary technical and organizational skills who work together to design, build, test, and maintain software products or systems.
- F. None of above.
Provenance (1 batch)
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. |
Created at: April 10, 2026, 10:24 a.m.