Triple

T7226838
Position Surface form Disambiguated ID Type / Status
Subject The Good Doctor E154800 entity
Predicate castMember P1668 FINISHED
Object Fiona Gubelmann
Fiona Gubelmann is an American actress best known for her role as Dr. Morgan Reznick on the medical drama series "The Good Doctor."
E666221 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: Fiona Gubelmann | Statement: [The Good Doctor, castMember, Fiona Gubelmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiona Gubelmann
Context triple: [The Good Doctor, castMember, Fiona Gubelmann]
  • A. Lisa Gunning
    Lisa Gunning is a British film editor known for her work on feature films, including the dark comedy crime film "Seven Psychopaths."
  • B. Ann Fischer
    Ann Fischer was the wife of prominent American television newscaster David Brinkley.
  • C. Adrienne Fazan
    Adrienne Fazan was an American film editor best known for her long collaboration with MGM and director Vincente Minnelli, including work on classic Hollywood musicals.
  • D. Catherine Meyer
    Catherine Meyer is the socially awkward, long-suffering daughter of fictional U.S. Vice President and President Selina Meyer on the television series "Veep."
  • E. Lisa Eilbacher
    Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
  • 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: Fiona Gubelmann
Triple: [The Good Doctor, castMember, Fiona Gubelmann]
Generated description
Fiona Gubelmann is an American actress best known for her role as Dr. Morgan Reznick on the medical drama series "The Good Doctor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiona Gubelmann
Target entity description: Fiona Gubelmann is an American actress best known for her role as Dr. Morgan Reznick on the medical drama series "The Good Doctor."
  • A. Lisa Gunning
    Lisa Gunning is a British film editor known for her work on feature films, including the dark comedy crime film "Seven Psychopaths."
  • B. Ann Fischer
    Ann Fischer was the wife of prominent American television newscaster David Brinkley.
  • C. Adrienne Fazan
    Adrienne Fazan was an American film editor best known for her long collaboration with MGM and director Vincente Minnelli, including work on classic Hollywood musicals.
  • D. Catherine Meyer
    Catherine Meyer is the socially awkward, long-suffering daughter of fictional U.S. Vice President and President Selina Meyer on the television series "Veep."
  • E. Lisa Eilbacher
    Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8342a44a08190abee47cc7482c757 completed March 28, 2026, 8:03 p.m.
NEDg Description generation batch_69c835904be081908fa9317eb5568d82 completed March 28, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69c83621b32c8190bd4b289b5f9f1764 completed March 28, 2026, 8:12 p.m.
Created at: March 27, 2026, 2:54 p.m.