Triple

T6954536
Position Surface form Disambiguated ID Type / Status
Subject Prodigal Son E161208 entity
Predicate mainCharacter P1183 FINISHED
Object Dr. Martin Whitly
Dr. Martin Whitly is a brilliant but deeply disturbed serial killer and manipulative father at the center of the crime drama series "Prodigal Son."
E630796 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. Martin Whitly | Statement: [Prodigal Son, mainCharacter, Dr. Martin Whitly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Martin Whitly
Context triple: [Prodigal Son, mainCharacter, Dr. Martin Whitly]
  • A. Dr. Edgar Highley
    Dr. Edgar Highley is a fictional character in Mary Higgins Clark’s suspense novel "The Cradle Will Fall," involved in the book’s central medical and legal intrigue.
  • B. Dr. Louis Judd
    Dr. Louis Judd is a psychiatrist character in the 1942 horror film "Cat People," known for his skeptical, analytical approach to the film’s supernatural events.
  • C. Dr. Godwin Baxter
    Dr. Godwin Baxter is a brilliant but grotesquely eccentric Victorian scientist who resurrects and raises the reanimated woman Bella Baxter in Alasdair Gray’s novel and its film adaptation "Poor Things."
  • D. Dr. John Prentice
    Dr. John Prentice is the accomplished, idealistic Black physician whose interracial relationship with a white woman drives the central social and moral conflict in the film "Guess Who's Coming to Dinner."
  • E. Dr. James Harvey
    Dr. James Harvey is a widowed paranormal therapist and the caring, if somewhat bumbling, father of Kat Harvey in the 1995 family fantasy film "Casper."
  • 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. Martin Whitly
Triple: [Prodigal Son, mainCharacter, Dr. Martin Whitly]
Generated description
Dr. Martin Whitly is a brilliant but deeply disturbed serial killer and manipulative father at the center of the crime drama series "Prodigal Son."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Martin Whitly
Target entity description: Dr. Martin Whitly is a brilliant but deeply disturbed serial killer and manipulative father at the center of the crime drama series "Prodigal Son."
  • A. Dr. Edgar Highley
    Dr. Edgar Highley is a fictional character in Mary Higgins Clark’s suspense novel "The Cradle Will Fall," involved in the book’s central medical and legal intrigue.
  • B. Dr. Louis Judd
    Dr. Louis Judd is a psychiatrist character in the 1942 horror film "Cat People," known for his skeptical, analytical approach to the film’s supernatural events.
  • C. Dr. Godwin Baxter
    Dr. Godwin Baxter is a brilliant but grotesquely eccentric Victorian scientist who resurrects and raises the reanimated woman Bella Baxter in Alasdair Gray’s novel and its film adaptation "Poor Things."
  • D. Dr. John Prentice
    Dr. John Prentice is the accomplished, idealistic Black physician whose interracial relationship with a white woman drives the central social and moral conflict in the film "Guess Who's Coming to Dinner."
  • E. Dr. James Harvey
    Dr. James Harvey is a widowed paranormal therapist and the caring, if somewhat bumbling, father of Kat Harvey in the 1995 family fantasy film "Casper."
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.