Triple

T8110940
Position Surface form Disambiguated ID Type / Status
Subject Moira Kelly E189346 entity
Predicate portrayedCharacter P1668 FINISHED
Object Donna Hayward
Donna Hayward is a central character in the television series "Twin Peaks," known as Laura Palmer’s best friend who becomes deeply involved in uncovering the mystery surrounding her murder.
 E849067 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: Donna Hayward | Statement: [Moira Kelly, portrayedCharacter, Donna Hayward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donna Hayward
Context triple: [Moira Kelly, portrayedCharacter, Donna Hayward]
  • A. Debra Hayward
    Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
  • B. Donna Moss
    Donna Moss is a key fictional character on the television series "The West Wing," known for her role as Josh Lyman’s witty and capable assistant who evolves into a significant political operative.
  • C. Donna Lindsay
    Donna Lindsay was the first wife of American medical researcher Jonas Salk, with whom she shared much of his early career and family life.
  • D. Donna Anderson
    Donna Anderson is an American actress best known for her role in the 1960 courtroom drama film "Inherit the Wind."
  • E. Donna Tubbs
    Donna Tubbs is a central character in the animated sitcom universe of Family Guy and The Cleveland Show, known as Cleveland Brown's strong-willed, caring, and often no-nonsense wife.
  • 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: Donna Hayward
Triple: [Moira Kelly, portrayedCharacter, Donna Hayward]
Generated description
Donna Hayward is a central character in the television series "Twin Peaks," known as Laura Palmer’s best friend who becomes deeply involved in uncovering the mystery surrounding her murder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donna Hayward
Target entity description: Donna Hayward is a central character in the television series "Twin Peaks," known as Laura Palmer’s best friend who becomes deeply involved in uncovering the mystery surrounding her murder.
  • A. Debra Hayward
    Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
  • B. Donna Moss
    Donna Moss is a key fictional character on the television series "The West Wing," known for her role as Josh Lyman’s witty and capable assistant who evolves into a significant political operative.
  • C. Donna Lindsay
    Donna Lindsay was the first wife of American medical researcher Jonas Salk, with whom she shared much of his early career and family life.
  • D. Donna Anderson
    Donna Anderson is an American actress best known for her role in the 1960 courtroom drama film "Inherit the Wind."
  • E. Donna Tubbs
    Donna Tubbs is a central character in the animated sitcom universe of Family Guy and The Cleveland Show, known as Cleveland Brown's strong-willed, caring, and often no-nonsense wife.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42fcfb9c81908496f9a7e30d0d8a completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d58af368788190a4b020cc46cc30d5 completed April 7, 2026, 10:53 p.m.
NEDg Description generation batch_69d58d72b5d88190989416f030cdde73 completed April 7, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69d58e0f929481908023a47e9188a35d completed April 7, 2026, 11:06 p.m.
Created at: March 30, 2026, 5:32 p.m.