Triple

T2804241
Position Surface form Disambiguated ID Type / Status
Subject Anne-Marie Duff E54013 entity
Predicate notableRole P22 FINISHED
Object Grace Williams in Bad Sisters
Grace Williams in Bad Sisters is the central, long-suffering sister whose abusive marriage drives much of the darkly comedic thriller’s plot.
E299580 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: Grace Williams in Bad Sisters | Statement: [Anne-Marie Duff, notableRole, Grace Williams in Bad Sisters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grace Williams in Bad Sisters
Context triple: [Anne-Marie Duff, notableRole, Grace Williams in Bad Sisters]
  • A. Abigail Thaw
    Abigail Thaw is a British actress best known for her role as journalist Dorothea Frazil in the television series "Endeavour" and as the daughter of actors John Thaw and Sheila Hancock.
  • B. Sara Sedgwick
    Sara Sedgwick was an American woman from a prominent New England literary family who became the wife of William Erasmus Darwin, the eldest son of naturalist Charles Darwin.
  • C. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • D. Erica Bain
    Erica Bain is the traumatized New York radio host who becomes a vigilante seeking justice after a brutal attack in the film "The Brave One."
  • E. Suzanne "Crazy Eyes" Warren
    Suzanne "Crazy Eyes" Warren is a sensitive, mentally ill inmate in the television series "Orange Is the New Black," known for her intense emotions, eccentric behavior, and complex personal journey.
  • 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: Grace Williams in Bad Sisters
Triple: [Anne-Marie Duff, notableRole, Grace Williams in Bad Sisters]
Generated description
Grace Williams in Bad Sisters is the central, long-suffering sister whose abusive marriage drives much of the darkly comedic thriller’s plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grace Williams in Bad Sisters
Target entity description: Grace Williams in Bad Sisters is the central, long-suffering sister whose abusive marriage drives much of the darkly comedic thriller’s plot.
  • A. Abigail Thaw
    Abigail Thaw is a British actress best known for her role as journalist Dorothea Frazil in the television series "Endeavour" and as the daughter of actors John Thaw and Sheila Hancock.
  • B. Sara Sedgwick
    Sara Sedgwick was an American woman from a prominent New England literary family who became the wife of William Erasmus Darwin, the eldest son of naturalist Charles Darwin.
  • C. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • D. Erica Bain
    Erica Bain is the traumatized New York radio host who becomes a vigilante seeking justice after a brutal attack in the film "The Brave One."
  • E. Suzanne "Crazy Eyes" Warren
    Suzanne "Crazy Eyes" Warren is a sensitive, mentally ill inmate in the television series "Orange Is the New Black," known for her intense emotions, eccentric behavior, and complex personal journey.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde1409148190a06a401185a26b64 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc674217c81908177b088cc824e7b completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc863133c8190b129a55f8d28966f completed March 10, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69afc8d43e608190b33159a464dc2e8c completed March 10, 2026, 7:31 a.m.
Created at: March 6, 2026, 9:59 p.m.