Triple

T11688205
Position Surface form Disambiguated ID Type / Status
Subject Fred Gray E277797 entity
Predicate spouse P13 FINISHED
Object Bernice Hill Gray
Bernice Hill Gray is best known as the wife of prominent civil rights attorney Fred Gray, who played a key legal role in the Montgomery bus boycott and other landmark civil rights cases.
E990290 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: Bernice Hill Gray | Statement: [Fred Gray, spouse, Bernice Hill Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernice Hill Gray
Context triple: [Fred Gray, spouse, Bernice Hill Gray]
  • A. Dorothy Green
    Dorothy Green was an American actress known for her roles in mid-20th-century film and television, including appearances in classic crime dramas and popular TV series.
  • B. Myra Gale Brown
    Myra Gale Brown is best known as the child bride and cousin of rock and roll musician Jerry Lee Lewis, whose controversial marriage to her at age 13 sparked a major scandal that damaged his career.
  • C. Ruth McCue Bell Graham
    Ruth McCue Bell Graham was an American Christian author and philanthropist best known as the wife and close ministry partner of evangelist Billy Graham.
  • D. Helen Vinson
    Helen Vinson was an American film actress of the 1930s and 1940s, often cast in sophisticated or morally ambiguous roles in Hollywood dramas and crime films.
  • E. Beverley Randolph
    Beverley Randolph was an American statesman from the prominent Randolph family of Virginia who served as the eighth Governor of Virginia in the late 18th century.
  • 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: Bernice Hill Gray
Triple: [Fred Gray, spouse, Bernice Hill Gray]
Generated description
Bernice Hill Gray is best known as the wife of prominent civil rights attorney Fred Gray, who played a key legal role in the Montgomery bus boycott and other landmark civil rights cases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernice Hill Gray
Target entity description: Bernice Hill Gray is best known as the wife of prominent civil rights attorney Fred Gray, who played a key legal role in the Montgomery bus boycott and other landmark civil rights cases.
  • A. Dorothy Green
    Dorothy Green was an American actress known for her roles in mid-20th-century film and television, including appearances in classic crime dramas and popular TV series.
  • B. Myra Gale Brown
    Myra Gale Brown is best known as the child bride and cousin of rock and roll musician Jerry Lee Lewis, whose controversial marriage to her at age 13 sparked a major scandal that damaged his career.
  • C. Ruth McCue Bell Graham
    Ruth McCue Bell Graham was an American Christian author and philanthropist best known as the wife and close ministry partner of evangelist Billy Graham.
  • D. Helen Vinson
    Helen Vinson was an American film actress of the 1930s and 1940s, often cast in sophisticated or morally ambiguous roles in Hollywood dramas and crime films.
  • E. Beverley Randolph
    Beverley Randolph was an American statesman from the prominent Randolph family of Virginia who served as the eighth Governor of Virginia in the late 18th century.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4654be881909bd0256cf18e25de completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f6554ec69c8190ba9ffbaf220c44f4 completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f656d02afc81909712182034bec255 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:40 p.m.