Triple

T16751094
Position Surface form Disambiguated ID Type / Status
Subject Ted McGinley E407078 entity
Predicate filmRole P1668 FINISHED
Object Stan Gable in Revenge of the Nerds
Stan Gable in *Revenge of the Nerds* is the arrogant, popular jock and head of the Alpha Beta fraternity who serves as the main antagonist to the nerd protagonists.
E1232126 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: Stan Gable in Revenge of the Nerds | Statement: [Ted McGinley, filmRole, Stan Gable in Revenge of the Nerds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stan Gable in Revenge of the Nerds
Context triple: [Ted McGinley, filmRole, Stan Gable in Revenge of the Nerds]
  • A. Harry Dunne in Dumb and Dumber
    Harry Dunne is the kind-hearted but dimwitted best friend and road-trip companion of Lloyd Christmas in the comedy film "Dumb and Dumber."
  • B. Dustin Weaver
    Dustin Weaver is an American comic book artist known for his detailed, dynamic work on major Marvel titles and creator-owned projects.
  • C. Ron Burgundy
    Ron Burgundy is the pompous yet lovable 1970s San Diego news anchor protagonist of the comedy film "Anchorman," known for his over-the-top personality and catchphrases.
  • D. Jay Sherman in The Critic
    Jay Sherman in The Critic is the sardonic, overweight New York film critic protagonist of the animated sitcom, known for his catchphrase "It stinks!" and his acerbic reviews of movies.
  • E. Morty Melnick in Meatballs
    Morty Melnick in *Meatballs* is the bumbling, put-upon head counselor at Camp North Star, known for his comedic misfortunes and exasperated attempts to maintain order amid the camp’s chaos.
  • 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: Stan Gable in Revenge of the Nerds
Triple: [Ted McGinley, filmRole, Stan Gable in Revenge of the Nerds]
Generated description
Stan Gable in *Revenge of the Nerds* is the arrogant, popular jock and head of the Alpha Beta fraternity who serves as the main antagonist to the nerd protagonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stan Gable in Revenge of the Nerds
Target entity description: Stan Gable in *Revenge of the Nerds* is the arrogant, popular jock and head of the Alpha Beta fraternity who serves as the main antagonist to the nerd protagonists.
  • A. Harry Dunne in Dumb and Dumber
    Harry Dunne is the kind-hearted but dimwitted best friend and road-trip companion of Lloyd Christmas in the comedy film "Dumb and Dumber."
  • B. Dustin Weaver
    Dustin Weaver is an American comic book artist known for his detailed, dynamic work on major Marvel titles and creator-owned projects.
  • C. Ron Burgundy
    Ron Burgundy is the pompous yet lovable 1970s San Diego news anchor protagonist of the comedy film "Anchorman," known for his over-the-top personality and catchphrases.
  • D. Jay Sherman in The Critic
    Jay Sherman in The Critic is the sardonic, overweight New York film critic protagonist of the animated sitcom, known for his catchphrase "It stinks!" and his acerbic reviews of movies.
  • E. Morty Melnick in Meatballs
    Morty Melnick in *Meatballs* is the bumbling, put-upon head counselor at Camp North Star, known for his comedic misfortunes and exasperated attempts to maintain order amid the camp’s chaos.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa271de48190b4a535408aeef734 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52402848190b029cb0be31b4c74 completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5c4e934819088db49d81be154c3 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6b84d288190aeccb06745146b80 completed May 10, 2026, 3:39 p.m.
Created at: April 10, 2026, 5:21 a.m.