Triple

T21397391
Position Surface form Disambiguated ID Type / Status
Subject American Horror Story: Hotel E527819 entity
Predicate portraysCharacter P1668 FINISHED
Object Matt Bomer as Donovan
Matt Bomer as Donovan refers to the actor’s role as the charming yet troubled vampire-like character Donovan in the horror anthology series American Horror Story: Hotel.
E1482702 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: Matt Bomer as Donovan | Statement: [American Horror Story: Hotel, portraysCharacter, Matt Bomer as Donovan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Bomer as Donovan
Context triple: [American Horror Story: Hotel, portraysCharacter, Matt Bomer as Donovan]
  • A. Christian Slater as Daniel Molloy
    Christian Slater as Daniel Molloy is the journalist character in the 1994 film "Interview with the Vampire" who records Louis de Pointe du Lac’s centuries-spanning life story.
  • B. Justin Chambers as Massimo
    Justin Chambers as Massimo is the charming Italian fiancé character in the romantic comedy film "The Wedding Planner."
  • C. Ashton Kutcher as Evan Treborn
    Ashton Kutcher as Evan Treborn is the troubled protagonist of the psychological thriller "The Butterfly Effect," a young man who discovers he can revisit and alter his past with devastating consequences.
  • D. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • E. Ryan Gosling as Stephen Meyers
    Ryan Gosling as Stephen Meyers portrays an idealistic yet increasingly compromised young political strategist navigating moral ambiguity in the film "The Ides of March."
  • 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: Matt Bomer as Donovan
Triple: [American Horror Story: Hotel, portraysCharacter, Matt Bomer as Donovan]
Generated description
Matt Bomer as Donovan refers to the actor’s role as the charming yet troubled vampire-like character Donovan in the horror anthology series American Horror Story: Hotel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Bomer as Donovan
Target entity description: Matt Bomer as Donovan refers to the actor’s role as the charming yet troubled vampire-like character Donovan in the horror anthology series American Horror Story: Hotel.
  • A. Christian Slater as Daniel Molloy
    Christian Slater as Daniel Molloy is the journalist character in the 1994 film "Interview with the Vampire" who records Louis de Pointe du Lac’s centuries-spanning life story.
  • B. Justin Chambers as Massimo
    Justin Chambers as Massimo is the charming Italian fiancé character in the romantic comedy film "The Wedding Planner."
  • C. Ashton Kutcher as Evan Treborn
    Ashton Kutcher as Evan Treborn is the troubled protagonist of the psychological thriller "The Butterfly Effect," a young man who discovers he can revisit and alter his past with devastating consequences.
  • D. Oscar Isaac as Nathan Bateman
    Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
  • E. Ryan Gosling as Stephen Meyers
    Ryan Gosling as Stephen Meyers portrays an idealistic yet increasingly compromised young political strategist navigating moral ambiguity in the film "The Ides of March."
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b16a9c7c819083bd2d298106fdf1 completed April 22, 2026, 11:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb4f67ac8190bbb15f29a88b59c5 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea3994481908b7a782fd384603a completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bf9d2d508190a45847afa0d47337 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:13 p.m.