Triple

T9923599
Position Surface form Disambiguated ID Type / Status
Subject Sarah Breedlove E187862 entity
Predicate spouse P13 FINISHED
Object John Davis
John Davis was the husband of Sarah Breedlove, better known as Madam C. J. Walker, the pioneering African American entrepreneur and philanthropist.
 E843924 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: John Davis | Statement: [Sarah Breedlove, spouse, John Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Davis
Context triple: [Sarah Breedlove, spouse, John Davis]
  • A. John Davis
    John Davis is a prominent American film and television producer known for founding Davis Entertainment and producing numerous major studio movies and series.
  • B. John Davis
    John Davis was an American statesman who represented South Carolina as a delegate to the Continental Congress during the Revolutionary era.
  • C. John Davis
    John Davis was a 16th-century English navigator and explorer best known for his Arctic voyages in search of the Northwest Passage.
  • D. John Davis
    John Davis was a British special operations officer who served with the World War II clandestine unit Force 136, conducting covert missions in Japanese-occupied territories in Southeast Asia.
  • E. John Davis
    John Davis is an Australian climber best known for leading the first successful ascent of the remote sea stack Ball's Pyramid in 1965.
  • 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: John Davis
Triple: [Sarah Breedlove, spouse, John Davis]
Generated description
John Davis was the husband of Sarah Breedlove, better known as Madam C. J. Walker, the pioneering African American entrepreneur and philanthropist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Davis
Target entity description: John Davis was the husband of Sarah Breedlove, better known as Madam C. J. Walker, the pioneering African American entrepreneur and philanthropist.
  • A. John Davis
    John Davis was a 16th-century English navigator and explorer best known for his Arctic voyages in search of the Northwest Passage.
  • B. John Davis
    John Davis is a prominent American film and television producer known for founding Davis Entertainment and producing numerous major studio movies and series.
  • C. John Davis
    John Davis was a British special operations officer who served with the World War II clandestine unit Force 136, conducting covert missions in Japanese-occupied territories in Southeast Asia.
  • D. John Davis
    John Davis is an Australian climber best known for leading the first successful ascent of the remote sea stack Ball's Pyramid in 1965.
  • E. John Davis
    John Davis was an American statesman who represented South Carolina as a delegate to the Continental Congress during the Revolutionary era.
  • 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_69d2e531dfa48190b57fcd2444de1ab7 completed April 5, 2026, 10:41 p.m.
NEDg Description generation batch_69d2e6f0aa988190aa9a866afcc2a1a2 completed April 5, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69d2e78384f48190abb7bdd7fcadcd9a completed April 5, 2026, 10:51 p.m.
Created at: March 30, 2026, 8:43 p.m.