Triple
T23619605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Grenning |
E583277
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Agile practitioner |
C22859
|
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: Agile practitioner Context triple: [James Grenning, instanceOf, Agile practitioner]
-
A.
agile development advocate
chosen
An agile development advocate is a professional who champions iterative, collaborative, and customer-focused software development practices to improve responsiveness, quality, and team effectiveness.
-
B.
Agile framework
An Agile framework is a structured yet flexible methodology that guides teams in iteratively planning, building, and delivering value through continuous feedback and adaptation.
-
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.
development expert
A development expert is a professional who applies specialized knowledge, tools, and methodologies to plan, implement, and optimize projects or programs that drive sustainable growth and improvement in a specific domain or region.
-
E.
software executive
A software executive is a high-level business leader responsible for setting strategic direction, overseeing development and delivery of software products or services, and ensuring organizational performance and growth in the software domain.
- 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_69e248fbcd9081908ba08913f9d30826 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 17, 2026, 6:45 p.m.