Triple
T11027195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louvenia Breedlove |
E260656
|
entity |
| Predicate | notableRelative |
P367
|
FINISHED |
| Object | Madam C. J. Walker |
E35838
|
NE FINISHED |
How this triple was built (2 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Madam C. J. Walker | Statement: [Louvenia Breedlove, notableRelative, Madam C. J. Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madam C. J. Walker Context triple: [Louvenia Breedlove, notableRelative, Madam C. J. Walker]
-
A.
Madam C. J. Walker
chosen
Madam C. J. Walker was an African American entrepreneur, philanthropist, and political activist who became one of the first self-made female millionaires in the United States through her pioneering line of hair-care products for Black women.
-
B.
Bertha Knight Landes
Bertha Knight Landes was the first female mayor of a major American city, serving as mayor of Seattle in the 1920s and becoming a pioneering figure in women’s political leadership.
-
C.
Maggie L. Walker
Maggie L. Walker was a pioneering African American businesswoman and civil rights leader, best known as the first Black woman in the United States to charter and serve as president of a bank.
-
D.
Mary Kay Ash
Mary Kay Ash was an American businesswoman and entrepreneur best known as the founder of Mary Kay Cosmetics, a pioneering direct-sales cosmetics company.
-
E.
Gertrude Seiberling
Gertrude Seiberling was an American socialite and philanthropist best known as the matriarch of the Seiberling family associated with the Goodyear Tire & Rubber Company and the historic Stan Hywet estate in Akron, Ohio.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797d190f08190bcb5949ee24306f1 |
completed | April 9, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e72b5e3881908e7230c03dc35f85 |
completed | April 18, 2026, 8:18 p.m. |
Created at: April 8, 2026, 9:25 p.m.