Triple

T7672772
Position Surface form Disambiguated ID Type / Status
Subject High School Musical E173786 entity
Predicate notableCharacter P1481 FINISHED
Object Chad Danforth
Chad Danforth is a fun-loving, basketball-obsessed best friend of Troy Bolton in Disney’s High School Musical franchise, known for his energetic personality and loyalty.
E681747 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: Chad Danforth | Statement: [High School Musical, notableCharacter, Chad Danforth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chad Danforth
Context triple: [High School Musical, notableCharacter, Chad Danforth]
  • A. Nate Ruess
    Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
  • B. Chad Kroeger
    Chad Kroeger is a Canadian musician best known as the lead vocalist and guitarist of the rock band Nickelback.
  • C. Grant Shaffer
    Grant Shaffer is an American illustrator, storyboard artist, and graphic novelist known for his work in film, advertising, and publishing.
  • D. Nico Segal
    Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
  • E. Matt Sharp
    Matt Sharp is an American musician best known as the original bassist for Weezer and the founder of the band The Rentals.
  • 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: Chad Danforth
Triple: [High School Musical, notableCharacter, Chad Danforth]
Generated description
Chad Danforth is a fun-loving, basketball-obsessed best friend of Troy Bolton in Disney’s High School Musical franchise, known for his energetic personality and loyalty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chad Danforth
Target entity description: Chad Danforth is a fun-loving, basketball-obsessed best friend of Troy Bolton in Disney’s High School Musical franchise, known for his energetic personality and loyalty.
  • A. Nate Ruess
    Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
  • B. Chad Kroeger
    Chad Kroeger is a Canadian musician best known as the lead vocalist and guitarist of the rock band Nickelback.
  • C. Grant Shaffer
    Grant Shaffer is an American illustrator, storyboard artist, and graphic novelist known for his work in film, advertising, and publishing.
  • D. Nico Segal
    Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
  • E. Matt Sharp
    Matt Sharp is an American musician best known as the original bassist for Weezer and the founder of the band The Rentals.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701de94208190a7627521211452dc completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a22f74f481909498391bfaf23428 completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a34c93a081908ec3509c3abb3866 completed March 29, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3b4e0a88190ad525c83bd03e09f completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4 p.m.