Triple

T22090250
Position Surface form Disambiguated ID Type / Status
Subject The School for Good and Evil E545893 entity
Predicate castMember P1668 FINISHED
Object Jamie Flatters
Jamie Flatters is a British actor best known for roles in projects like "The School for Good and Evil" and James Cameron's "Avatar" sequels.
E1517790 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: Jamie Flatters | Statement: [The School for Good and Evil, castMember, Jamie Flatters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jamie Flatters
Context triple: [The School for Good and Evil, castMember, Jamie Flatters]
  • A. Daniel Farrands
    Daniel Farrands is an American filmmaker and screenwriter best known for his work on horror films and documentaries exploring iconic genre franchises.
  • B. Robin Fletcher
    Robin Fletcher is a Scottish whisky entrepreneur best known for establishing the Jura distillery on the Isle of Jura.
  • C. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • D. Jo Stevens
    Jo Stevens is a British Labour Party politician who has served as the Member of Parliament for Cardiff Central and has held senior opposition frontbench roles, including in the shadow cabinet.
  • E. Ceal Floyer
    Ceal Floyer is a contemporary conceptual artist known for her minimalist, witty installations that explore perception, language, and the everyday.
  • 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: Jamie Flatters
Triple: [The School for Good and Evil, castMember, Jamie Flatters]
Generated description
Jamie Flatters is a British actor best known for roles in projects like "The School for Good and Evil" and James Cameron's "Avatar" sequels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jamie Flatters
Target entity description: Jamie Flatters is a British actor best known for roles in projects like "The School for Good and Evil" and James Cameron's "Avatar" sequels.
  • A. Daniel Farrands
    Daniel Farrands is an American filmmaker and screenwriter best known for his work on horror films and documentaries exploring iconic genre franchises.
  • B. Robin Fletcher
    Robin Fletcher is a Scottish whisky entrepreneur best known for establishing the Jura distillery on the Isle of Jura.
  • C. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • D. Jo Stevens
    Jo Stevens is a British Labour Party politician who has served as the Member of Parliament for Cardiff Central and has held senior opposition frontbench roles, including in the shadow cabinet.
  • E. Ceal Floyer
    Ceal Floyer is a contemporary conceptual artist known for her minimalist, witty installations that explore perception, language, and the everyday.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e53dfc81909858cdad8b09c5fb completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8799ebc48190b39cd8a5052ce126 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a890c64708190bf74c5c97b99bac9 completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89b055708190872548cefcfa0845 completed May 18, 2026, 3:38 a.m.
Created at: April 16, 2026, 8:29 p.m.