Triple

T1951759
Position Surface form Disambiguated ID Type / Status
Subject Black Panther E42173 entity
Predicate editedBy P1954 FINISHED
Object Debbie Berman
Debbie Berman is a South African film editor known for her work on major Hollywood blockbusters, including Marvel Studios films such as Black Panther.
 E238484 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: Debbie Berman | Statement: [Black Panther, editedBy, Debbie Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Debbie Berman
Context triple: [Black Panther, editedBy, Debbie Berman]
  • A. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • B. Debbie Hupp
    Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
  • C. Debbie Cenziper
    Debbie Cenziper is a Pulitzer Prize–winning investigative journalist and author known for her in-depth reporting and co-writing prominent nonfiction books.
  • D. Terri DeMarco
    Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
  • E. Bonnie Bernstein
    Bonnie Bernstein is an American sports journalist and television personality known for her sideline reporting and coverage of major events across networks like ESPN and CBS.
  • 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: Debbie Berman
Triple: [Black Panther, editedBy, Debbie Berman]
Generated description
Debbie Berman is a South African film editor known for her work on major Hollywood blockbusters, including Marvel Studios films such as Black Panther.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Debbie Berman
Target entity description: Debbie Berman is a South African film editor known for her work on major Hollywood blockbusters, including Marvel Studios films such as Black Panther.
  • A. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • B. Debbie Hupp
    Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
  • C. Debbie Cenziper
    Debbie Cenziper is a Pulitzer Prize–winning investigative journalist and author known for her in-depth reporting and co-writing prominent nonfiction books.
  • D. Terri DeMarco
    Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
  • E. Bonnie Bernstein
    Bonnie Bernstein is an American sports journalist and television personality known for her sideline reporting and coverage of major events across networks like ESPN and CBS.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34eb5748190a3ac395252951eba completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58bb01608190a7170f651a8099bb completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae59892b848190a9cc8b086647ff14 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae59ff1234819083bbfdce270cb584 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:36 p.m.