Triple

T6540386
Position Surface form Disambiguated ID Type / Status
Subject Marla Gibbs E168270 entity
Predicate birthName P65 FINISHED
Object Margaret Theresa Bradley
Margaret Theresa Bradley is the birth name of American actress and comedian Marla Gibbs, best known for her role as Florence Johnston on the television sitcom "The Jeffersons."
E604171 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: Margaret Theresa Bradley | Statement: [Marla Gibbs, birthName, Margaret Theresa Bradley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Theresa Bradley
Context triple: [Marla Gibbs, birthName, Margaret Theresa Bradley]
  • A. Mary Stuart McHenry
    Mary Stuart McHenry was the wife of American statesman and former U.S. Secretary of State James Baker.
  • B. Mary Theresa Eleanor Higgins
    Mary Theresa Eleanor Higgins is the birth name of Mary Higgins Clark, the bestselling American author renowned for her suspense and mystery novels.
  • C. Maria Louisa Bustill
    Maria Louisa Bustill was an African American teacher from a prominent mixed-race Quaker family in Philadelphia and the mother of actor, singer, and civil rights activist Paul Robeson.
  • D. Mary Augusta Walzl
    Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
  • E. Elizabeth Tyree
    Elizabeth Tyree was an American stage actress and philanthropist known for her leadership in organizing theatrical community support efforts during World War I.
  • 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: Margaret Theresa Bradley
Triple: [Marla Gibbs, birthName, Margaret Theresa Bradley]
Generated description
Margaret Theresa Bradley is the birth name of American actress and comedian Marla Gibbs, best known for her role as Florence Johnston on the television sitcom "The Jeffersons."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Theresa Bradley
Target entity description: Margaret Theresa Bradley is the birth name of American actress and comedian Marla Gibbs, best known for her role as Florence Johnston on the television sitcom "The Jeffersons."
  • A. Mary Stuart McHenry
    Mary Stuart McHenry was the wife of American statesman and former U.S. Secretary of State James Baker.
  • B. Mary Theresa Eleanor Higgins
    Mary Theresa Eleanor Higgins is the birth name of Mary Higgins Clark, the bestselling American author renowned for her suspense and mystery novels.
  • C. Maria Louisa Bustill
    Maria Louisa Bustill was an African American teacher from a prominent mixed-race Quaker family in Philadelphia and the mother of actor, singer, and civil rights activist Paul Robeson.
  • D. Mary Augusta Walzl
    Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
  • E. Elizabeth Tyree
    Elizabeth Tyree was an American stage actress and philanthropist known for her leadership in organizing theatrical community support efforts during World War I.
  • 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_69c68a51564081909e93aee0dbd9cca3 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6add7369c8190919cd7c07012a994 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d53edf108190b74098b41c143a65 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6aba9688190ada4f921768e314e completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d837a5248190b0afb39174ac3922 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:50 p.m.