Triple

T9718060
Position Surface form Disambiguated ID Type / Status
Subject Lennie James E235391 entity
Predicate filmRole P1668 FINISHED
Object Mr. Cotton in Blade Runner 2049
Mr. Cotton in Blade Runner 2049 is a minor character who runs a child labor sweatshop where he exploits orphans to dismantle and sort scrap.
E817263 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: Mr. Cotton in Blade Runner 2049 | Statement: [Lennie James, filmRole, Mr. Cotton in Blade Runner 2049]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mr. Cotton in Blade Runner 2049
Context triple: [Lennie James, filmRole, Mr. Cotton in Blade Runner 2049]
  • A. Agent M. Kruger in Elysium
    Agent M. Kruger in *Elysium* is a ruthless, psychopathic mercenary and sleeper agent who serves as the film’s primary antagonist, enforcing Elysium’s oppressive order with extreme violence.
  • B. Pris Stratton in Blade Runner
    Pris Stratton in *Blade Runner* is a "basic pleasure model" replicant who becomes a key member of Roy Batty’s renegade group, embodying both vulnerability and lethal agility in the film’s dystopian world.
  • C. Rick Deckard
    Rick Deckard is the world-weary "blade runner" bounty hunter protagonist of the science fiction film Blade Runner, tasked with tracking down and "retiring" rogue replicants in a dystopian future Los Angeles.
  • D. Snake Plissken
    Snake Plissken is a hardened, one-eyed antihero and former Special Forces soldier turned outlaw from John Carpenter’s dystopian action films "Escape from New York" and "Escape from L.A."
  • E. Alex Murphy / RoboCop
    Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
  • 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: Mr. Cotton in Blade Runner 2049
Triple: [Lennie James, filmRole, Mr. Cotton in Blade Runner 2049]
Generated description
Mr. Cotton in Blade Runner 2049 is a minor character who runs a child labor sweatshop where he exploits orphans to dismantle and sort scrap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mr. Cotton in Blade Runner 2049
Target entity description: Mr. Cotton in Blade Runner 2049 is a minor character who runs a child labor sweatshop where he exploits orphans to dismantle and sort scrap.
  • A. Agent M. Kruger in Elysium
    Agent M. Kruger in *Elysium* is a ruthless, psychopathic mercenary and sleeper agent who serves as the film’s primary antagonist, enforcing Elysium’s oppressive order with extreme violence.
  • B. Pris Stratton in Blade Runner
    Pris Stratton in *Blade Runner* is a "basic pleasure model" replicant who becomes a key member of Roy Batty’s renegade group, embodying both vulnerability and lethal agility in the film’s dystopian world.
  • C. Rick Deckard
    Rick Deckard is the world-weary "blade runner" bounty hunter protagonist of the science fiction film Blade Runner, tasked with tracking down and "retiring" rogue replicants in a dystopian future Los Angeles.
  • D. Snake Plissken
    Snake Plissken is a hardened, one-eyed antihero and former Special Forces soldier turned outlaw from John Carpenter’s dystopian action films "Escape from New York" and "Escape from L.A."
  • E. Alex Murphy / RoboCop
    Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e3ea61081908a5671fc5be9a738 completed April 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f986f48819090376fb5aafb3da2 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a3aaa5cc819086f560eded288070 completed April 4, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d1a44ab2a48190a17d13906ab08129 completed April 4, 2026, 11:52 p.m.
Created at: March 30, 2026, 8:20 p.m.