Triple

T9996561
Position Surface form Disambiguated ID Type / Status
Subject Judy Hopps E197215 entity
Predicate family P566 FINISHED
Object Stu Hopps
Stu Hopps is Judy Hopps' overprotective yet loving father, a carrot farmer in the animated film "Zootopia."
E840280 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: Stu Hopps | Statement: [Judy Hopps, family, Stu Hopps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stu Hopps
Context triple: [Judy Hopps, family, Stu Hopps]
  • A. Stanley Hopkins
    Stanley Hopkins is a young, earnest Scotland Yard inspector who appears as one of the recurring police characters in Arthur Conan Doyle’s Sherlock Holmes stories.
  • B. Bill Strother
    Bill Strother was an American actor and professional "human fly" stunt climber best known for his daring skyscraper-climbing role alongside Harold Lloyd in the silent film era.
  • C. Ray Blanton
    Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
  • D. Ben Starr
    Ben Starr was an American television and film writer best known for his work on classic sitcoms and comedy scripts in the mid-20th century.
  • E. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • 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: Stu Hopps
Triple: [Judy Hopps, family, Stu Hopps]
Generated description
Stu Hopps is Judy Hopps' overprotective yet loving father, a carrot farmer in the animated film "Zootopia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stu Hopps
Target entity description: Stu Hopps is Judy Hopps' overprotective yet loving father, a carrot farmer in the animated film "Zootopia."
  • A. Stanley Hopkins
    Stanley Hopkins is a young, earnest Scotland Yard inspector who appears as one of the recurring police characters in Arthur Conan Doyle’s Sherlock Holmes stories.
  • B. Bill Strother
    Bill Strother was an American actor and professional "human fly" stunt climber best known for his daring skyscraper-climbing role alongside Harold Lloyd in the silent film era.
  • C. Ray Blanton
    Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
  • D. Ben Starr
    Ben Starr was an American television and film writer best known for his work on classic sitcoms and comedy scripts in the mid-20th century.
  • E. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcb9af6a88190942cc4991bd373c1 completed April 2, 2026, 1:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b5e243548190b77328b5ce9e8028 completed April 5, 2026, 7:20 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:50 p.m.