Triple

T20620563
Position Surface form Disambiguated ID Type / Status
Subject John Q E506686 entity
Predicate character P662 FINISHED
Object Dr. Raymond Turner
Dr. Raymond Turner is a fictional cardiologist who plays a key medical role in the 2002 drama film "John Q."
E1441571 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. Raymond Turner | Statement: [John Q, character, Dr. Raymond Turner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Raymond Turner
Context triple: [John Q, character, Dr. Raymond Turner]
  • A. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • B. Dr. Robert Kerans
    Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
  • C. Dr. Perry Cox
    Dr. Perry Cox is a sarcastic, tough-love attending physician and mentor character from the medical comedy series "Scrubs."
  • D. Dr. James Ranson
    Dr. James Ranson was a prominent local physician after whom the city of Ranson, West Virginia, was named in recognition of his influence on the community.
  • E. Dr. Richard Walker
    Dr. Richard Walker is the American physician protagonist of the 1988 thriller film "Frantic," portrayed by Harrison Ford as a man desperately searching for his missing wife in Paris.
  • 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. Raymond Turner
Triple: [John Q, character, Dr. Raymond Turner]
Generated description
Dr. Raymond Turner is a fictional cardiologist who plays a key medical role in the 2002 drama film "John Q."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Raymond Turner
Target entity description: Dr. Raymond Turner is a fictional cardiologist who plays a key medical role in the 2002 drama film "John Q."
  • A. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • B. Dr. Robert Kerans
    Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
  • C. Dr. Perry Cox
    Dr. Perry Cox is a sarcastic, tough-love attending physician and mentor character from the medical comedy series "Scrubs."
  • D. Dr. James Ranson
    Dr. James Ranson was a prominent local physician after whom the city of Ranson, West Virginia, was named in recognition of his influence on the community.
  • E. Dr. Richard Walker
    Dr. Richard Walker is the American physician protagonist of the 1988 thriller film "Frantic," portrayed by Harrison Ford as a man desperately searching for his missing wife in Paris.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe19ca481908c896bec49a025cd completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb1776588190923236057cfd1b8f completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bdd076f08190a6663d891d503a29 completed May 16, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08be4eddbc8190b02a5b8b96ee6a29 completed May 16, 2026, 6:58 p.m.
Created at: April 16, 2026, 11:42 a.m.