Triple

T9923685
Position Surface form Disambiguated ID Type / Status
Subject A'Lelia Walker E187864 entity
Predicate employer P7 FINISHED
Object Madam C. J. Walker Manufacturing Company
Madam C. J. Walker Manufacturing Company was an early 20th-century African American–owned business that produced and sold hair care and beauty products, becoming one of the most successful Black enterprises in the United States.
E35838 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: Madam C. J. Walker Manufacturing Company | Statement: [A'Lelia Walker, employer, Madam C. J. Walker Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madam C. J. Walker Manufacturing Company
Context triple: [A'Lelia Walker, employer, Madam C. J. Walker Manufacturing Company]
  • A. Madam C. J. Walker
    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. Chesebrough Manufacturing Company
    Chesebrough Manufacturing Company was an American petroleum-based products manufacturer best known for creating and popularizing Vaseline.
  • C. United Brands Company
    United Brands Company was a major American agribusiness and food conglomerate best known as the successor to the United Fruit Company and a key player in the global banana trade.
  • D. Erwin Cotton Mills
    Erwin Cotton Mills was a prominent North Carolina textile manufacturing company that played a key role in the development of the Southern cotton mill industry in the late 19th and early 20th centuries.
  • E. Elizabeth Arden
    Elizabeth Arden was a pioneering Canadian-American businesswoman who founded the Elizabeth Arden cosmetics empire and helped shape the modern beauty industry.
  • 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: Madam C. J. Walker Manufacturing Company
Triple: [A'Lelia Walker, employer, Madam C. J. Walker Manufacturing Company]
Generated description
Madam C. J. Walker Manufacturing Company was an early 20th-century African American–owned business that produced and sold hair care and beauty products, becoming one of the most successful Black enterprises in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madam C. J. Walker Manufacturing Company
Target entity description: Madam C. J. Walker Manufacturing Company was an early 20th-century African American–owned business that produced and sold hair care and beauty products, becoming one of the most successful Black enterprises in the United States.
  • 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. Chesebrough Manufacturing Company
    Chesebrough Manufacturing Company was an American petroleum-based products manufacturer best known for creating and popularizing Vaseline.
  • C. United Brands Company
    United Brands Company was a major American agribusiness and food conglomerate best known as the successor to the United Fruit Company and a key player in the global banana trade.
  • D. Erwin Cotton Mills
    Erwin Cotton Mills was a prominent North Carolina textile manufacturing company that played a key role in the development of the Southern cotton mill industry in the late 19th and early 20th centuries.
  • E. Elizabeth Arden
    Elizabeth Arden was a pioneering Canadian-American businesswoman who founded the Elizabeth Arden cosmetics empire and helped shape the modern beauty industry.
  • F. None of above.

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_69d228c23a2c81908fa2cb3a4f90d198 completed April 5, 2026, 9:17 a.m.
NEDg Description generation batch_69d229c0b39081909d2ddb056ddcb7bf completed April 5, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69d22a4621488190880c3f4e12c1e5d5 completed April 5, 2026, 9:24 a.m.
Created at: March 30, 2026, 8:43 p.m.