Triple
T24347533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Mellor |
E613685
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | software methodologist |
C26751
|
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 methodologist Context triple: [Steve Mellor, instanceOf, software methodologist]
-
A.
software development methodology
A software development methodology is a structured framework of principles, practices, and processes that guides how software is planned, designed, built, tested, and delivered.
-
B.
software consultant
chosen
A software consultant is a professional who advises organizations on how to design, develop, implement, and optimize software solutions to meet business goals and improve operational efficiency.
-
C.
software development expert
A software development expert is a highly skilled professional who designs, builds, optimizes, and maintains complex software systems while applying best practices, architectural principles, and collaborative methodologies to deliver reliable, scalable solutions.
-
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 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.
- 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_69e2d7ddd29481909e7f539a6072bd71 |
completed | April 18, 2026, 1:01 a.m. |
Created at: April 18, 2026, 1:58 a.m.