Triple

T12312109
Position Surface form Disambiguated ID Type / Status
Subject Dirk Gently's Holistic Detective Agency (2016 TV series) E293503 entity
Predicate starring P1507 FINISHED
Object Fiona Dourif
Fiona Dourif is an American actress known for her roles in genre television and horror films, including the Child's Play/Chucky franchise and various acclaimed TV series.
E979612 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 Dourif | Statement: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Fiona Dourif]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiona Dourif
Context triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Fiona Dourif]
  • A. Alexis Mdivani
    Alexis Mdivani was a Georgian-born aristocrat and member of the socially prominent "Marrying Mdivanis," known for his high-profile marriage into great wealth and status.
  • B. Michelle Auriol
    Michelle Auriol was the wife of French politician and first President of the Fourth Republic, Vincent Auriol, and served as France’s First Lady during his presidency.
  • C. Joni Dourif
    Joni Dourif is the wife of American character actor Brad Dourif, known for his roles in films like "One Flew Over the Cuckoo's Nest" and as the voice of Chucky in the "Child's Play" series.
  • D. Mireille Soria
    Mireille Soria is a film producer best known for her work on major animated features at DreamWorks Animation.
  • E. Amandine Malkovich
    Amandine Malkovich is one of the children of American actor and filmmaker John Malkovich.
  • 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 Dourif
Triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Fiona Dourif]
Generated description
Fiona Dourif is an American actress known for her roles in genre television and horror films, including the Child's Play/Chucky franchise and various acclaimed TV series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiona Dourif
Target entity description: Fiona Dourif is an American actress known for her roles in genre television and horror films, including the Child's Play/Chucky franchise and various acclaimed TV series.
  • A. Alexis Mdivani
    Alexis Mdivani was a Georgian-born aristocrat and member of the socially prominent "Marrying Mdivanis," known for his high-profile marriage into great wealth and status.
  • B. Michelle Auriol
    Michelle Auriol was the wife of French politician and first President of the Fourth Republic, Vincent Auriol, and served as France’s First Lady during his presidency.
  • C. Joni Dourif
    Joni Dourif is the wife of American character actor Brad Dourif, known for his roles in films like "One Flew Over the Cuckoo's Nest" and as the voice of Chucky in the "Child's Play" series.
  • D. Mireille Soria
    Mireille Soria is a film producer best known for her work on major animated features at DreamWorks Animation.
  • E. Amandine Malkovich
    Amandine Malkovich is one of the children of American actor and filmmaker John Malkovich.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f02c0508190b10c0627cdaaba76 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a9d50b081908f0bdb7a2ca2832a completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be420308190bcb00d8b37b09ea2 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f63050f5d48190881688d12c4c1819 completed May 2, 2026, 5:11 p.m.
Created at: April 8, 2026, 9:53 p.m.