Triple

T13004753
Position Surface form Disambiguated ID Type / Status
Subject Mel Horowitz E322255 entity
Predicate franchise P1500 FINISHED
Object Clueless franchise
The Clueless franchise is a teen comedy media series that began with the 1995 film about a wealthy, fashion-obsessed Beverly Hills high school student and expanded into television, books, and other adaptations.
E1040222 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: Clueless franchise | Statement: [Mel Horowitz, franchise, Clueless franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clueless franchise
Context triple: [Mel Horowitz, franchise, Clueless franchise]
  • A. Clueless (film)
    Clueless is a 1995 teen comedy film loosely based on Jane Austen’s "Emma," known for its satirical portrayal of wealthy Beverly Hills high school life and its lasting influence on pop culture.
  • B. Clueless (TV series)
    Clueless is a 1990s American teen sitcom, based on the hit film of the same name, that follows the fashionable and well-meaning Cher Horowitz as she navigates high school life in Beverly Hills.
  • C. Clueless (novelization)
    Clueless (novelization) is a young adult book adaptation of the 1995 teen comedy film "Clueless," retelling the movie’s story in prose form.
  • D. Clueless (stage musical)
    Clueless (stage musical) is a stage adaptation of the 1995 teen comedy film "Clueless," featuring a reimagined story of Cher Horowitz set to a jukebox-style pop soundtrack.
  • E. Grosse Pointe Blank
    Grosse Pointe Blank is a 1997 dark comedy film about a hitman who returns to his hometown for a high school reunion while grappling with his violent profession and unresolved past.
  • 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: Clueless franchise
Triple: [Mel Horowitz, franchise, Clueless franchise]
Generated description
The Clueless franchise is a teen comedy media series that began with the 1995 film about a wealthy, fashion-obsessed Beverly Hills high school student and expanded into television, books, and other adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clueless franchise
Target entity description: The Clueless franchise is a teen comedy media series that began with the 1995 film about a wealthy, fashion-obsessed Beverly Hills high school student and expanded into television, books, and other adaptations.
  • A. Clueless (film)
    Clueless is a 1995 teen comedy film loosely based on Jane Austen’s "Emma," known for its satirical portrayal of wealthy Beverly Hills high school life and its lasting influence on pop culture.
  • B. Clueless (TV series)
    Clueless is a 1990s American teen sitcom, based on the hit film of the same name, that follows the fashionable and well-meaning Cher Horowitz as she navigates high school life in Beverly Hills.
  • C. Clueless (novelization)
    Clueless (novelization) is a young adult book adaptation of the 1995 teen comedy film "Clueless," retelling the movie’s story in prose form.
  • D. Clueless (stage musical)
    Clueless (stage musical) is a stage adaptation of the 1995 teen comedy film "Clueless," featuring a reimagined story of Cher Horowitz set to a jukebox-style pop soundtrack.
  • E. Grosse Pointe Blank
    Grosse Pointe Blank is a 1997 dark comedy film about a hitman who returns to his hometown for a high school reunion while grappling with his violent profession and unresolved past.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7396b901c81908bfac5b40e3caed4 completed May 3, 2026, 12:02 p.m.
NEDg Description generation batch_69f73af2b37481908c4d282c1335fe08 completed May 3, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69f73b959de88190959335353242031b completed May 3, 2026, 12:12 p.m.
Created at: April 9, 2026, 8:47 p.m.