Triple
T32459949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madam C. J. Walker |
E829540
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | hair care industry pioneer |
C4425
|
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: hair care industry pioneer Context triple: [Madam C. J. Walker, instanceOf, hair care industry pioneer]
-
A.
hair care brand
A hair care brand is a company or product line that develops and markets specialized formulations designed to cleanse, treat, style, and maintain the health and appearance of hair for specific consumer needs.
-
B.
celebrity hairstylist
A celebrity hairstylist is a professional hair expert who designs, cuts, colors, and styles hair for high-profile clients in the entertainment and fashion industries, often influencing trends and public image.
-
C.
food industry pioneer
A food industry pioneer is an individual or organization that introduces groundbreaking methods, products, or technologies that significantly transform how food is produced, processed, distributed, or consumed.
-
D.
beauty entrepreneur
chosen
A beauty entrepreneur is an individual who identifies opportunities and builds businesses within the beauty industry, creating and marketing products, services, or platforms that address consumer needs and trends in personal care and aesthetics.
-
E.
hair salon
A hair salon is a business establishment where trained professionals provide hair cutting, styling, coloring, and related grooming services to clients.
- 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_69f3491df9288190afc0b23b1d6e72ce |
completed | April 30, 2026, 12:20 p.m. |
Created at: May 1, 2026, 12:57 a.m.