Triple

T7226811
Position Surface form Disambiguated ID Type / Status
Subject The Good Doctor E154800 entity
Predicate executiveProducer P7225 FINISHED
Object Liz Friedman
Liz Friedman is an American television writer and producer known for her work on series such as The Good Doctor, House, and Xena: Warrior Princess.
E669406 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: Liz Friedman | Statement: [The Good Doctor, executiveProducer, Liz Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liz Friedman
Context triple: [The Good Doctor, executiveProducer, Liz Friedman]
  • A. Liz Friedlander
    Liz Friedlander is an American director best known for her work on music videos for major pop and rock artists as well as episodes of popular television series.
  • B. Liz Gorinsky
    Liz Gorinsky is an acclaimed science fiction and fantasy editor known for her influential work at Tor Books and for winning major genre awards.
  • C. Rachel Leibowitz
    Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • D. Janet Friedman
    Janet Friedman is one of the children of economists Rose and Milton Friedman, belonging to a family noted for its influential contributions to economic thought.
  • E. Marilyn Friedman
    Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
  • 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: Liz Friedman
Triple: [The Good Doctor, executiveProducer, Liz Friedman]
Generated description
Liz Friedman is an American television writer and producer known for her work on series such as The Good Doctor, House, and Xena: Warrior Princess.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liz Friedman
Target entity description: Liz Friedman is an American television writer and producer known for her work on series such as The Good Doctor, House, and Xena: Warrior Princess.
  • A. Liz Friedlander
    Liz Friedlander is an American director best known for her work on music videos for major pop and rock artists as well as episodes of popular television series.
  • B. Liz Gorinsky
    Liz Gorinsky is an acclaimed science fiction and fantasy editor known for her influential work at Tor Books and for winning major genre awards.
  • C. Rachel Leibowitz
    Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • D. Janet Friedman
    Janet Friedman is one of the children of economists Rose and Milton Friedman, belonging to a family noted for its influential contributions to economic thought.
  • E. Marilyn Friedman
    Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
  • 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_69c845df01dc8190ac219c0bb87bd83c completed March 28, 2026, 9:19 p.m.
NEDg Description generation batch_69c846b326088190b93a32c70bcc97ca completed March 28, 2026, 9:22 p.m.
NED2 Entity disambiguation (via description) batch_69c8479490688190bc56b5a21d779b18 completed March 28, 2026, 9:26 p.m.
Created at: March 27, 2026, 2:54 p.m.