Triple
T10848631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Speaking and Influencing Men in Business |
E256081
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | self-improvement book |
C5257
|
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: self-improvement book Context triple: [Public Speaking and Influencing Men in Business, instanceOf, self-improvement book]
-
A.
personal development book
chosen
A personal development book is a non-fiction work that offers strategies, insights, and exercises to help individuals improve their mindset, habits, skills, and overall quality of life.
-
B.
motivational book
A motivational book is a written work designed to inspire, encourage, and guide readers toward personal growth, goal achievement, and positive change in their lives.
-
C.
self-help writer
A self-help writer is an author who creates motivational and instructional content aimed at helping individuals improve their personal, emotional, or professional lives.
-
D.
personal development program
A personal development program is a structured set of activities, resources, and guidance designed to help individuals improve their skills, mindset, and behaviors to achieve specific personal and professional growth goals.
-
E.
management book
A management book is a non-fiction work that provides theories, strategies, and practical guidance for planning, organizing, leading, and controlling people and resources in organizations.
- 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_69d6aa81a5d08190aa86689061d1ddd2 |
completed | April 8, 2026, 7:20 p.m. |
Created at: April 8, 2026, 9:20 p.m.