Triple
T23198801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mike Beedle |
E579949
|
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: [Mike Beedle, 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.
collaborator
A collaborator is an individual or entity that works jointly with others, sharing responsibilities and resources to achieve a common goal or complete a shared task.
-
C.
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.
-
D.
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.
-
E.
interviewer
An interviewer is a person who conducts structured or semi-structured conversations to gather information, assess qualifications, or evaluate perspectives from one or more respondents.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
Created at: April 17, 2026, 4:06 p.m.