Triple

T3621350
Position Surface form Disambiguated ID Type / Status
Subject Step Brothers E76733 entity
Predicate character P662 FINISHED
Object Derek Huff
Derek Huff is the arrogant, successful, and bullying younger brother of Brennan Huff in the comedy film "Step Brothers."
E380938 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: Derek Huff | Statement: [Step Brothers, character, Derek Huff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Derek Huff
Context triple: [Step Brothers, character, Derek Huff]
  • A. Gary Dornhoefer
    Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
  • B. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • C. Dale Hunter
    Dale Hunter is a former Canadian NHL center known for his gritty, physical play and leadership, most notably with the Washington Capitals.
  • D. Rob Dibble
    Rob Dibble is a former Major League Baseball relief pitcher best known as a dominant member of the Cincinnati Reds' late-1980s and early-1990s bullpen, particularly the "Nasty Boys" trio that helped secure the 1990 World Series title.
  • E. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • 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: Derek Huff
Triple: [Step Brothers, character, Derek Huff]
Generated description
Derek Huff is the arrogant, successful, and bullying younger brother of Brennan Huff in the comedy film "Step Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Derek Huff
Target entity description: Derek Huff is the arrogant, successful, and bullying younger brother of Brennan Huff in the comedy film "Step Brothers."
  • A. Gary Dornhoefer
    Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
  • B. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • C. Dale Hunter
    Dale Hunter is a former Canadian NHL center known for his gritty, physical play and leadership, most notably with the Washington Capitals.
  • D. Rob Dibble
    Rob Dibble is a former Major League Baseball relief pitcher best known as a dominant member of the Cincinnati Reds' late-1980s and early-1990s bullpen, particularly the "Nasty Boys" trio that helped secure the 1990 World Series title.
  • E. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2b9aa608190a680b250ecf63156 completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3852e60819092db2992e945a4c7 completed March 14, 2026, 2:10 a.m.
NEDg Description generation batch_69b4c7f0fe1c8190b66e3fcecfae3f6e completed March 14, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_69b4c840713c81908e3d565d663e04d5 completed March 14, 2026, 2:30 a.m.
Created at: March 8, 2026, 3:23 p.m.