Triple

T14588850
Position Surface form Disambiguated ID Type / Status
Subject Bruno Campos E342389 entity
Predicate notableRole P22 FINISHED
Object Dr. Quentin Costa
Dr. Quentin Costa is a fictional plastic surgeon character portrayed by Bruno Campos on the television drama series "Nip/Tuck."
E1107714 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. Quentin Costa | Statement: [Bruno Campos, notableRole, Dr. Quentin Costa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Quentin Costa
Context triple: [Bruno Campos, notableRole, Dr. Quentin Costa]
  • A. Dr. Royer-Collard
    Dr. Royer-Collard is a stern, authoritarian physician and moralist in the film "Quills," serving as a key antagonist to the Marquis de Sade.
  • B. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • C. Dr. Ben Keeton
    Dr. Ben Keeton is a central character on the medical drama series "Off the Map," portrayed as a gifted but troubled doctor leading a remote jungle clinic.
  • D. Dr. Leonard Gillespie
    Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
  • E. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • 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. Quentin Costa
Triple: [Bruno Campos, notableRole, Dr. Quentin Costa]
Generated description
Dr. Quentin Costa is a fictional plastic surgeon character portrayed by Bruno Campos on the television drama series "Nip/Tuck."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Quentin Costa
Target entity description: Dr. Quentin Costa is a fictional plastic surgeon character portrayed by Bruno Campos on the television drama series "Nip/Tuck."
  • A. Dr. Royer-Collard
    Dr. Royer-Collard is a stern, authoritarian physician and moralist in the film "Quills," serving as a key antagonist to the Marquis de Sade.
  • B. Dr. Minoret
    Dr. Minoret is a central fictional physician in Honoré de Balzac’s "Scènes de la vie de province," notable for embodying the social and moral tensions of provincial French life in the 19th century.
  • C. Dr. Ben Keeton
    Dr. Ben Keeton is a central character on the medical drama series "Off the Map," portrayed as a gifted but troubled doctor leading a remote jungle clinic.
  • D. Dr. Leonard Gillespie
    Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
  • E. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4237d88819097f3f9a40f5be152 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c1768881909eebb0dae15ac964 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd95e381948190b162cdd61b4dc353 completed May 8, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd96b9728081909404c21370bde85b completed May 8, 2026, 7:54 a.m.
Created at: April 10, 2026, 1:24 a.m.