Triple

T3051473
Position Surface form Disambiguated ID Type / Status
Subject Clueless E83579 entity
Predicate mainCharacter P1183 FINISHED
Object Murray Duvall
Murray Duvall is a stylish, slang-slinging high school student and comic-relief character from the 1995 teen film and subsequent TV series "Clueless."
E403078 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: Murray Duvall | Statement: [Clueless, mainCharacter, Murray Duvall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray Duvall
Context triple: [Clueless, mainCharacter, Murray Duvall]
  • A. Murray Wier
    Murray Wier was an American professional basketball player best known for his collegiate stardom at the University of Iowa in the 1940s and subsequent career in the early NBA.
  • B. Murray Franklin
    Murray Franklin is a fictional late-night talk show host portrayed by Robert De Niro in the 2019 film "Joker," serving as a symbol of media cynicism and a catalyst in Arthur Fleck's transformation.
  • C. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • D. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • E. Murray Melvin
    Murray Melvin was an English actor and director best known for his BAFTA-winning role in the film "A Taste of Honey" and his extensive work in theatre and British cinema.
  • 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: Murray Duvall
Triple: [Clueless, mainCharacter, Murray Duvall]
Generated description
Murray Duvall is a stylish, slang-slinging high school student and comic-relief character from the 1995 teen film and subsequent TV series "Clueless."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murray Duvall
Target entity description: Murray Duvall is a stylish, slang-slinging high school student and comic-relief character from the 1995 teen film and subsequent TV series "Clueless."
  • A. Murray Wier
    Murray Wier was an American professional basketball player best known for his collegiate stardom at the University of Iowa in the 1940s and subsequent career in the early NBA.
  • B. Murray Franklin
    Murray Franklin is a fictional late-night talk show host portrayed by Robert De Niro in the 2019 film "Joker," serving as a symbol of media cynicism and a catalyst in Arthur Fleck's transformation.
  • C. Roy McFarland
    Roy McFarland is a former English central defender best known for his key role in Derby County’s successful teams of the late 1960s and 1970s and for earning numerous caps for the England national team.
  • D. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • E. Murray Melvin
    Murray Melvin was an English actor and director best known for his BAFTA-winning role in the film "A Taste of Honey" and his extensive work in theatre and British cinema.
  • 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9bf274f88190a759f9ce3da47c35 completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53fccf644819082334b566f23c20a completed March 14, 2026, 11 a.m.
NEDg Description generation batch_69b54073ab1c8190a80adb7754fdcc58 completed March 14, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69b5412810748190905e09b773541eaa completed March 14, 2026, 11:06 a.m.
Created at: March 8, 2026, 3:01 p.m.