Triple
T18540856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joan Frye Williams |
E453094
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | library consultant |
C14946
|
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: library consultant Context triple: [Joan Frye Williams, instanceOf, library consultant]
-
A.
software consultant
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.
-
B.
management consultant
A management consultant is a professional who analyzes organizations’ operations and strategies to provide expert advice and solutions that improve performance, efficiency, and overall business outcomes.
-
C.
consulting organization
A consulting organization is a professional services entity that provides expert advice, analysis, and solutions to clients to improve their performance, solve specific problems, or achieve strategic objectives.
-
D.
assistant
An assistant is an entity designed to support and facilitate a user's tasks or goals by providing information, guidance, and actions in response to their requests.
-
E.
library scientist
chosen
A library scientist is an information professional who organizes, manages, and curates collections and data systems to ensure efficient access, preservation, and use of knowledge resources.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
Created at: April 10, 2026, 11:37 a.m.