Triple
T7666453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert C. Martin |
E173635
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | software development consultant |
C1684
|
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 development consultant Context triple: [Robert C. Martin, instanceOf, software development consultant]
-
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.
software engineer
chosen
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.
-
C.
software development program
A software development program is an organized set of tools, processes, and educational or operational components designed to plan, create, test, and maintain software applications efficiently and reliably.
-
D.
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.
-
E.
software development system
A software development system is an integrated environment of tools, processes, and infrastructure that supports the planning, creation, testing, deployment, and maintenance of software applications.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
Created at: March 27, 2026, 4 p.m.