Triple

T8292708
Position Surface form Disambiguated ID Type / Status
Subject Asbury E193937 entity
Predicate hasNotableBearer P458 FINISHED
Object Asbury Howard Francis
Asbury Howard Francis was an American civil rights attorney and NAACP leader in Florida who played a key role in challenging racial segregation and discrimination in the mid-20th century.
 E723515 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: Asbury Howard Francis | Statement: [Asbury, hasNotableBearer, Asbury Howard Francis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Asbury Howard Francis
Context triple: [Asbury, hasNotableBearer, Asbury Howard Francis]
  • A. Herbert Asbury
    Herbert Asbury was an American journalist and writer best known for his vivid, semi-documentary books on the history of crime and vice in American cities, including "The Gangs of New York."
  • B. Asbury Francis Lever
    Asbury Francis Lever was an American Democratic congressman from South Carolina known for his leadership on agricultural policy and wartime food and fuel regulation in the early 20th century.
  • C. Horace Tabberer Brown
    Horace Tabberer Brown was a prominent British brewing chemist and researcher known for his pioneering work in fermentation science and the chemistry of beer.
  • D. Joseph Howard
    Joseph Howard is the screenwriter best known for writing the hit 1992 comedy film "Sister Act."
  • E. W. T. Francis
    W. T. Francis was a composer known for creating the original music for the song "Tessie."
  • 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: Asbury Howard Francis
Triple: [Asbury, hasNotableBearer, Asbury Howard Francis]
Generated description
Asbury Howard Francis was an American civil rights attorney and NAACP leader in Florida who played a key role in challenging racial segregation and discrimination in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Asbury Howard Francis
Target entity description: Asbury Howard Francis was an American civil rights attorney and NAACP leader in Florida who played a key role in challenging racial segregation and discrimination in the mid-20th century.
  • A. Herbert Asbury
    Herbert Asbury was an American journalist and writer best known for his vivid, semi-documentary books on the history of crime and vice in American cities, including "The Gangs of New York."
  • B. Asbury Francis Lever
    Asbury Francis Lever was an American Democratic congressman from South Carolina known for his leadership on agricultural policy and wartime food and fuel regulation in the early 20th century.
  • C. Horace Tabberer Brown
    Horace Tabberer Brown was a prominent British brewing chemist and researcher known for his pioneering work in fermentation science and the chemistry of beer.
  • D. Joseph Howard
    Joseph Howard is the screenwriter best known for writing the hit 1992 comedy film "Sister Act."
  • E. W. T. Francis
    W. T. Francis was a composer known for creating the original music for the song "Tessie."
  • 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_69ca82e32db481908b72f3804fa71152 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7c9ccbfc81908825685c23b80d23 completed March 31, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6899b818819090c80a8eba7d5d4c completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d567c3c81908a7ec5bc13be529d completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e3e2f848190a22ad8739bb8e298 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:52 p.m.