Triple

T14830599
Position Surface form Disambiguated ID Type / Status
Subject Curtis Armstrong E348689 entity
Predicate characterRole P268 FINISHED
Object Booger in Revenge of the Nerds
Booger in Revenge of the Nerds is a crude, hard-partying yet oddly endearing nerd character known for his gross-out humor and memorable one-liners in the 1984 comedy film.
 E1122278 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: Booger in Revenge of the Nerds | Statement: [Curtis Armstrong, characterRole, Booger in Revenge of the Nerds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Booger in Revenge of the Nerds
Context triple: [Curtis Armstrong, characterRole, Booger in Revenge of the Nerds]
  • A. Bionic Booger Boy
    Bionic Booger Boy is a grotesque, mucus-powered supervillain from the Captain Underpants children’s book series who serves as one of the main antagonists.
  • B. Revenge of the Nerds
    Revenge of the Nerds is a 1984 American comedy film about a group of misfit college students who band together to challenge the dominance of the campus fraternities.
  • C. Butt-Head
    Butt-Head is a dim-witted, snickering teenage slacker and one of the two main characters from the animated television series "Beavis and Butt-Head."
  • D. Boos
    Boos is a commune in northern France located near the city of Rouen in the Normandy region.
  • E. Boos
    Boos is a small municipality located in the Unterallgäu district of Bavaria in southern Germany.
  • 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: Booger in Revenge of the Nerds
Triple: [Curtis Armstrong, characterRole, Booger in Revenge of the Nerds]
Generated description
Booger in Revenge of the Nerds is a crude, hard-partying yet oddly endearing nerd character known for his gross-out humor and memorable one-liners in the 1984 comedy film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Booger in Revenge of the Nerds
Target entity description: Booger in Revenge of the Nerds is a crude, hard-partying yet oddly endearing nerd character known for his gross-out humor and memorable one-liners in the 1984 comedy film.
  • A. Bionic Booger Boy
    Bionic Booger Boy is a grotesque, mucus-powered supervillain from the Captain Underpants children’s book series who serves as one of the main antagonists.
  • B. Revenge of the Nerds
    Revenge of the Nerds is a 1984 American comedy film about a group of misfit college students who band together to challenge the dominance of the campus fraternities.
  • C. Butt-Head
    Butt-Head is a dim-witted, snickering teenage slacker and one of the two main characters from the animated television series "Beavis and Butt-Head."
  • D. Boos
    Boos is a commune in northern France located near the city of Rouen in the Normandy region.
  • E. Boos
    Boos is a small municipality located in the Unterallgäu district of Bavaria in southern Germany.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0748eec8190a39c94024c3a3e3e completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a16fd881909d246d8d1811a673 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe502938dc8190892373403077cfdd completed May 8, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fe509a02c08190bd2171b16584cd64 completed May 8, 2026, 9:07 p.m.
Created at: April 10, 2026, 1:51 a.m.