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.