Triple

T1657779
Position Surface form Disambiguated ID Type / Status
Subject Madam C. J. Walker E35838 entity
Predicate spouse P13 FINISHED
Object Charles Joseph Walker
Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
E260655 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: Charles Joseph Walker | Statement: [Madam C. J. Walker, spouse, Charles Joseph Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Joseph Walker
Context triple: [Madam C. J. Walker, spouse, Charles Joseph Walker]
  • A. Thomas Barlow Walker
    Thomas Barlow Walker was an American lumber baron, art collector, and philanthropist who founded the collection that became the Walker Art Center in Minneapolis.
  • B. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • C. Cornelius Johnson
    Cornelius Johnson was an American high jumper who won the gold medal at the 1936 Berlin Olympics, setting an Olympic record and challenging Nazi racial ideology.
  • D. Henry Lyman Morehouse
    Henry Lyman Morehouse was a 19th-century American Baptist minister and educator whose advocacy for African American higher education led to a prominent historically Black college being named in his honor.
  • E. Otis Campbell
    Otis Campbell is the lovable, frequently inebriated town drunk of Mayberry on the classic American television series "The Andy Griffith Show."
  • 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: Charles Joseph Walker
Triple: [Madam C. J. Walker, spouse, Charles Joseph Walker]
Generated description
Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Joseph Walker
Target entity description: Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
  • A. Thomas Barlow Walker
    Thomas Barlow Walker was an American lumber baron, art collector, and philanthropist who founded the collection that became the Walker Art Center in Minneapolis.
  • B. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • C. Cornelius Johnson
    Cornelius Johnson was an American high jumper who won the gold medal at the 1936 Berlin Olympics, setting an Olympic record and challenging Nazi racial ideology.
  • D. Henry Lyman Morehouse
    Henry Lyman Morehouse was a 19th-century American Baptist minister and educator whose advocacy for African American higher education led to a prominent historically Black college being named in his honor.
  • E. Otis Campbell
    Otis Campbell is the lovable, frequently inebriated town drunk of Mayberry on the classic American television series "The Andy Griffith Show."
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a8d85f08190a50ade3f443b7703 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea82cd9748190ac82c7221455b2d5 completed March 9, 2026, 10:59 a.m.
NEDg Description generation batch_69aeab510c908190b5c53ce49d18b880 completed March 9, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69aeac08f5248190893b5d378fde2836 completed March 9, 2026, 11:16 a.m.
Created at: March 4, 2026, 7:29 p.m.