Triple

T10467111
Position Surface form Disambiguated ID Type / Status
Subject Blackhat E246825 entity
Predicate starredActor P5563 FINISHED
Object Ritchie Coster
Ritchie Coster is a British character actor known for his intense and often villainous roles in film and television, including appearances in projects like "The Dark Knight" and various crime dramas.
 E865343 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: Ritchie Coster | Statement: [Blackhat, starredActor, Ritchie Coster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ritchie Coster
Context triple: [Blackhat, starredActor, Ritchie Coster]
  • A. Ritchie Smyth
    Ritchie Smyth is an Irish director best known for his work on high-profile music videos and commercials.
  • B. Lee Cottrill
    Lee Cottrill is the central protagonist of the novel and film "Fools' Parade," around whom the story’s post-prison struggles and conflicts revolve.
  • C. Ian Ritchie
    Ian Ritchie is a British architect known for his innovative, high-tech designs and for leading the practice Ian Ritchie Architects.
  • D. Ritchie Cordell
    Ritchie Cordell was an American songwriter and record producer best known for crafting 1960s pop hits such as "Mony Mony" and "I Think We're Alone Now" for artists like Tommy James and the Shondells.
  • E. Rich Costey
    Rich Costey is a renowned American record producer and mixer known for his work with prominent rock and alternative artists, shaping the sound of numerous critically acclaimed albums.
  • 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: Ritchie Coster
Triple: [Blackhat, starredActor, Ritchie Coster]
Generated description
Ritchie Coster is a British character actor known for his intense and often villainous roles in film and television, including appearances in projects like "The Dark Knight" and various crime dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ritchie Coster
Target entity description: Ritchie Coster is a British character actor known for his intense and often villainous roles in film and television, including appearances in projects like "The Dark Knight" and various crime dramas.
  • A. Ritchie Smyth
    Ritchie Smyth is an Irish director best known for his work on high-profile music videos and commercials.
  • B. Lee Cottrill
    Lee Cottrill is the central protagonist of the novel and film "Fools' Parade," around whom the story’s post-prison struggles and conflicts revolve.
  • C. Ian Ritchie
    Ian Ritchie is a British architect known for his innovative, high-tech designs and for leading the practice Ian Ritchie Architects.
  • D. Ritchie Cordell
    Ritchie Cordell was an American songwriter and record producer best known for crafting 1960s pop hits such as "Mony Mony" and "I Think We're Alone Now" for artists like Tommy James and the Shondells.
  • E. Rich Costey
    Rich Costey is a renowned American record producer and mixer known for his work with prominent rock and alternative artists, shaping the sound of numerous critically acclaimed albums.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5092e3230819098ab444f73c9bd40 completed April 7, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d89ff1cd948190a1ef331fb810bf26 completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a2b0d8c88190a1a64bd2bbacabbe completed April 10, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d8a6560ddc81909d540f78a9413b3e completed April 10, 2026, 7:27 a.m.
Created at: April 6, 2026, 12:20 p.m.