Triple
T9923711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker System of hair care |
E187865
|
entity |
| Predicate | targetDemographic |
P481
|
FINISHED |
| Object |
African American women
African American women are women in the United States of African descent, whose distinct cultural, social, and historical experiences have significantly shaped American history, arts, politics, and identity.
|
E829544
|
NE FINISHED |
How this triple was built (4 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: African American women | Statement: [Walker System of hair care, targetDemographic, African American women]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African American women Context triple: [Walker System of hair care, targetDemographic, African American women]
-
A.
National Coalition of 100 Black Women
The National Coalition of 100 Black Women is a nonprofit advocacy organization dedicated to empowering Black women and girls through leadership development, economic empowerment, and policy advocacy.
-
B.
Combahee River Collective
The Combahee River Collective was a pioneering Black feminist lesbian organization in the 1970s known for its influential statement that articulated the concept of intersectionality and the interlocking nature of oppressions.
-
C.
Nina Gomer Du Bois
Nina Gomer Du Bois was the first wife of civil rights leader and scholar W. E. B. Du Bois and the mother of their two children.
-
D.
Laura Waters Giddings
Laura Waters Giddings was the wife of prominent 19th-century American abolitionist and politician Joshua R. Giddings.
-
E.
Sarah Breedlove
Sarah Breedlove, better known as Madam C. J. Walker, was an African American entrepreneur and philanthropist widely recognized as one of the first self-made female millionaires in the United States through her pioneering Black hair-care business.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: African American women Triple: [Walker System of hair care, targetDemographic, African American women]
Generated description
African American women are women in the United States of African descent, whose distinct cultural, social, and historical experiences have significantly shaped American history, arts, politics, and identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African American women Target entity description: African American women are women in the United States of African descent, whose distinct cultural, social, and historical experiences have significantly shaped American history, arts, politics, and identity.
-
A.
National Coalition of 100 Black Women
The National Coalition of 100 Black Women is a nonprofit advocacy organization dedicated to empowering Black women and girls through leadership development, economic empowerment, and policy advocacy.
-
B.
Combahee River Collective
The Combahee River Collective was a pioneering Black feminist lesbian organization in the 1970s known for its influential statement that articulated the concept of intersectionality and the interlocking nature of oppressions.
-
C.
Nina Gomer Du Bois
Nina Gomer Du Bois was the first wife of civil rights leader and scholar W. E. B. Du Bois and the mother of their two children.
-
D.
Laura Waters Giddings
Laura Waters Giddings was the wife of prominent 19th-century American abolitionist and politician Joshua R. Giddings.
-
E.
Sarah Breedlove
Sarah Breedlove, better known as Madam C. J. Walker, was an African American entrepreneur and philanthropist widely recognized as one of the first self-made female millionaires in the United States through her pioneering Black hair-care business.
- F. None of above. chosen
Provenance (5 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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb59733188190900426e4e29ae5e3 |
completed | April 2, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20e0bdae08190acb94fe7d5471e4b |
completed | April 5, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69d20ef343a4819093b915a66c63fbaa |
completed | April 5, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d212d0ed108190bbde23439734618a |
completed | April 5, 2026, 7:44 a.m. |
Created at: March 30, 2026, 8:43 p.m.