Triple

T7654602
Position Surface form Disambiguated ID Type / Status
Subject Dominique Fishback E173346 entity
Predicate playedCharacter P1507 FINISHED
Object Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
 E705784 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: Deborah Johnson | Statement: [Dominique Fishback, playedCharacter, Deborah Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deborah Johnson
Context triple: [Dominique Fishback, playedCharacter, Deborah Johnson]
  • A. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • B. Deborah Reed
    Deborah Reed is best known as the wife of American actor Ving Rhames.
  • C. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • D. Deborah Gillespie
    Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
  • E. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • 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: Deborah Johnson
Triple: [Dominique Fishback, playedCharacter, Deborah Johnson]
Generated description
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deborah Johnson
Target entity description: Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
  • A. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • B. Deborah Reed
    Deborah Reed is best known as the wife of American actor Ving Rhames.
  • C. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • D. Deborah Gillespie
    Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
  • E. Deborah Prentice
    Deborah Prentice is an American social psychologist and academic leader known for her work on social norms and for serving as Vice-Chancellor of the University of Cambridge.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7018d4cdc819092ca297b836190d9 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cc55bdf8c0819083b61987d70f21ca completed March 31, 2026, 11:16 p.m.
NEDg Description generation batch_69cc5822581481908a143376bee599ec completed March 31, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69cc58f549388190ba6c8b41c0820cd6 completed March 31, 2026, 11:29 p.m.
Created at: March 27, 2026, 3:59 p.m.