Triple
T4325240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armin Ronacher |
E96620
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Python programmer |
C1685
|
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: Python programmer Context triple: [Armin Ronacher, instanceOf, Python programmer]
-
A.
programmer
chosen
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.
-
B.
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.
-
C.
programming language
A programming language is a formal system of syntax and semantics that allows humans to write instructions a computer can execute to perform specific tasks or solve problems.
-
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.
Python Enhancement Proposal
A Python Enhancement Proposal (PEP) is a design document that provides information to the Python community or describes a new feature for Python, outlining its rationale, technical specification, and implementation details.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:13 p.m.