Triple

T9972760
Position Surface form Disambiguated ID Type / Status
Subject Richard Venture E196248 entity
Predicate notableWork P4 FINISHED
Object C.H.U.D.
C.H.U.D. is a 1984 cult horror film about mutated creatures living in New York City's sewers who begin attacking residents above ground.
E832283 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: C.H.U.D. | Statement: [Richard Venture, notableWork, C.H.U.D.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: C.H.U.D.
Context triple: [Richard Venture, notableWork, C.H.U.D.]
  • A. Backdraft
    Backdraft is a 1991 action-thriller film about Chicago firefighters, directed by Ron Howard and known for its intense fire sequences and exploration of arson investigations.
  • B. Dead City
    Dead City is a gritty crime novel by Shane Stevens, known for its dark, realistic portrayal of organized crime and urban violence.
  • C. Escape from New York
    Escape from New York is a 1981 dystopian science fiction action film directed by John Carpenter, set in a future where Manhattan has been turned into a maximum-security prison and a criminal antihero must rescue the U.S. president.
  • D. Battle for New York
    The Battle for New York is the intense National Hockey League rivalry between the New York Rangers and the New York Islanders, marked by geographic proximity, passionate fan bases, and high-stakes matchups.
  • E. The Urban Complex
    The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
  • 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: C.H.U.D.
Triple: [Richard Venture, notableWork, C.H.U.D.]
Generated description
C.H.U.D. is a 1984 cult horror film about mutated creatures living in New York City's sewers who begin attacking residents above ground.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: C.H.U.D.
Target entity description: C.H.U.D. is a 1984 cult horror film about mutated creatures living in New York City's sewers who begin attacking residents above ground.
  • A. Backdraft
    Backdraft is a 1991 action-thriller film about Chicago firefighters, directed by Ron Howard and known for its intense fire sequences and exploration of arson investigations.
  • B. Dead City
    Dead City is a gritty crime novel by Shane Stevens, known for its dark, realistic portrayal of organized crime and urban violence.
  • C. Escape from New York
    Escape from New York is a 1981 dystopian science fiction action film directed by John Carpenter, set in a future where Manhattan has been turned into a maximum-security prison and a criminal antihero must rescue the U.S. president.
  • D. Battle for New York
    The Battle for New York is the intense National Hockey League rivalry between the New York Rangers and the New York Islanders, marked by geographic proximity, passionate fan bases, and high-stakes matchups.
  • E. The Urban Complex
    The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7bb03688190a3f4fc1988b8fafa completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23dd3e47c819095fef68b9939ec19 completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23eb2971c8190bcdbc31b4ef19816 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d240d7b7e881909183d7c33bd8cb5b completed April 5, 2026, 11 a.m.
Created at: March 30, 2026, 8:48 p.m.