Triple

T10944870
Position Surface form Disambiguated ID Type / Status
Subject Katharine Ross E258567 entity
Predicate role P268 FINISHED
Object Dr. Lilian Thurman in Donnie Darko
Dr. Lilian Thurman in Donnie Darko is the calm, insightful psychiatrist who treats Donnie and helps probe the psychological and existential dimensions of his disturbing visions.
 E895582 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: Dr. Lilian Thurman in Donnie Darko | Statement: [Katharine Ross, role, Dr. Lilian Thurman in Donnie Darko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Lilian Thurman in Donnie Darko
Context triple: [Katharine Ross, role, Dr. Lilian Thurman in Donnie Darko]
  • A. Dr. Madolyn Madden in The Departed
    Dr. Madolyn Madden in *The Departed* is a police psychiatrist who becomes romantically involved with both an undercover cop and a mob mole, serving as a key emotional and moral pivot in the film’s tense crime drama.
  • B. Beverly Mantle in Dead Ringers
    Beverly Mantle in *Dead Ringers* is one of the twin gynecologist brothers at the center of David Cronenberg’s psychological horror film, known for his introverted, dependent nature contrasted with his brother’s dominance.
  • C. Dr. Lily Brenner
    Dr. Lily Brenner is a compassionate and idealistic young doctor who relocates to a remote South American clinic in the medical drama series "Off the Map."
  • D. Eva Galli / Alma Mobley in Ghost Story
    Eva Galli / Alma Mobley is the vengeful, shape-shifting female specter at the center of Peter Straub’s horror novel and its film adaptation "Ghost Story," portrayed on screen by Alice Krige.
  • E. Gale Weathers
    Gale Weathers is a tenacious and ambitious television news reporter who becomes a central figure in the Scream horror film series, known for her investigative drive and involvement in the Ghostface killings.
  • 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: Dr. Lilian Thurman in Donnie Darko
Triple: [Katharine Ross, role, Dr. Lilian Thurman in Donnie Darko]
Generated description
Dr. Lilian Thurman in Donnie Darko is the calm, insightful psychiatrist who treats Donnie and helps probe the psychological and existential dimensions of his disturbing visions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Lilian Thurman in Donnie Darko
Target entity description: Dr. Lilian Thurman in Donnie Darko is the calm, insightful psychiatrist who treats Donnie and helps probe the psychological and existential dimensions of his disturbing visions.
  • A. Dr. Madolyn Madden in The Departed
    Dr. Madolyn Madden in *The Departed* is a police psychiatrist who becomes romantically involved with both an undercover cop and a mob mole, serving as a key emotional and moral pivot in the film’s tense crime drama.
  • B. Beverly Mantle in Dead Ringers
    Beverly Mantle in *Dead Ringers* is one of the twin gynecologist brothers at the center of David Cronenberg’s psychological horror film, known for his introverted, dependent nature contrasted with his brother’s dominance.
  • C. Dr. Lily Brenner
    Dr. Lily Brenner is a compassionate and idealistic young doctor who relocates to a remote South American clinic in the medical drama series "Off the Map."
  • D. Eva Galli / Alma Mobley in Ghost Story
    Eva Galli / Alma Mobley is the vengeful, shape-shifting female specter at the center of Peter Straub’s horror novel and its film adaptation "Ghost Story," portrayed on screen by Alice Krige.
  • E. Gale Weathers
    Gale Weathers is a tenacious and ambitious television news reporter who becomes a central figure in the Scream horror film series, known for her investigative drive and involvement in the Ghostface killings.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770c4d59481908a5900fc8cf9ecc3 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c3c885081908edcece772b2e759 completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.