Triple

T6315215
Position Surface form Disambiguated ID Type / Status
Subject Fionn Whitehead E141597 entity
Predicate characterRole P268 FINISHED
Object Stefan Butler in Black Mirror: Bandersnatch
Stefan Butler in Black Mirror: Bandersnatch is the troubled young programmer protagonist whose interactive, branching narrative explores themes of free will, mental illness, and control.
E584936 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: Stefan Butler in Black Mirror: Bandersnatch | Statement: [Fionn Whitehead, characterRole, Stefan Butler in Black Mirror: Bandersnatch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stefan Butler in Black Mirror: Bandersnatch
Context triple: [Fionn Whitehead, characterRole, Stefan Butler in Black Mirror: Bandersnatch]
  • A. Robert Daly in Black Mirror: USS Callister
    Robert Daly is the socially awkward but tyrannically controlling CTO of a gaming company who creates a sadistic simulated universe in the "Black Mirror" episode "USS Callister."
  • B. Dominique DiPierro in Mr. Robot
    Dominique DiPierro in Mr. Robot is a determined and sharp-witted FBI agent whose investigation into cyber-terrorism entangles her in the complex conspiracies surrounding fsociety and the show's central characters.
  • C. Cal Morrison in Orphan Black
    Cal Morrison in Orphan Black is a rugged, resourceful former military contractor who becomes a key ally and love interest to Sarah Manning while grappling with the moral fallout of his past work.
  • D. Rita Vrataski in Edge of Tomorrow
    Rita Vrataski in Edge of Tomorrow is a legendary, battle-hardened soldier and war hero famed for her pivotal role in humanity’s fight against an alien invasion.
  • E. Joshua Washington in Until Dawn
    Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
  • 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: Stefan Butler in Black Mirror: Bandersnatch
Triple: [Fionn Whitehead, characterRole, Stefan Butler in Black Mirror: Bandersnatch]
Generated description
Stefan Butler in Black Mirror: Bandersnatch is the troubled young programmer protagonist whose interactive, branching narrative explores themes of free will, mental illness, and control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stefan Butler in Black Mirror: Bandersnatch
Target entity description: Stefan Butler in Black Mirror: Bandersnatch is the troubled young programmer protagonist whose interactive, branching narrative explores themes of free will, mental illness, and control.
  • A. Robert Daly in Black Mirror: USS Callister
    Robert Daly is the socially awkward but tyrannically controlling CTO of a gaming company who creates a sadistic simulated universe in the "Black Mirror" episode "USS Callister."
  • B. Dominique DiPierro in Mr. Robot
    Dominique DiPierro in Mr. Robot is a determined and sharp-witted FBI agent whose investigation into cyber-terrorism entangles her in the complex conspiracies surrounding fsociety and the show's central characters.
  • C. Cal Morrison in Orphan Black
    Cal Morrison in Orphan Black is a rugged, resourceful former military contractor who becomes a key ally and love interest to Sarah Manning while grappling with the moral fallout of his past work.
  • D. Rita Vrataski in Edge of Tomorrow
    Rita Vrataski in Edge of Tomorrow is a legendary, battle-hardened soldier and war hero famed for her pivotal role in humanity’s fight against an alien invasion.
  • E. Joshua Washington in Until Dawn
    Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
  • 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_69c008d13b8c8190be47d896eb735605 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064a197488190946c4637b3c829a5 completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e478987c819085df63dab784af2a completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5f86226888190a8af3629ae55feff completed March 27, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c5f8dc9114819095d41e0d0d260ee9 completed March 27, 2026, 3:26 a.m.
Created at: March 22, 2026, 4:28 p.m.