Triple

T13004742
Position Surface form Disambiguated ID Type / Status
Subject Mel Horowitz E322255 entity
Predicate basedOn P98 FINISHED
Object Walter "Walt" Minerva
Walter "Walt" Minerva is the real-life individual who inspired the character Mel Horowitz, the overprotective father in the film and TV series "Clueless."
E1016163 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: Walter "Walt" Minerva | Statement: [Mel Horowitz, basedOn, Walter "Walt" Minerva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walter "Walt" Minerva
Context triple: [Mel Horowitz, basedOn, Walter "Walt" Minerva]
  • A. Miguel O'Hara
    Miguel O'Hara is a futuristic version of Spider-Man from the year 2099, known for his advanced technology, genetic enhancements, and role as Spider-Man 2099 in Marvel Comics.
  • B. Lewis Waller
    Lewis Waller was a prominent late 19th- and early 20th-century English stage actor and theatre manager known for his romantic leading roles and contributions to the London theatre scene.
  • C. Walter Vale
    Walter Vale is a disillusioned, widowed college professor who undergoes a profound personal transformation after forming unexpected friendships with undocumented immigrants in the drama film "The Visitor."
  • D. Mark Wynter
    Mark Wynter is an English singer and actor best known for his string of early 1960s pop hits and later work in musical theatre.
  • E. Whitney Frost
    Whitney Frost is a brilliant but morally ambiguous scientist and actress who becomes the powerful antagonist imbued with Zero Matter in the Marvel television series "Agent Carter."
  • 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: Walter "Walt" Minerva
Triple: [Mel Horowitz, basedOn, Walter "Walt" Minerva]
Generated description
Walter "Walt" Minerva is the real-life individual who inspired the character Mel Horowitz, the overprotective father in the film and TV series "Clueless."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walter "Walt" Minerva
Target entity description: Walter "Walt" Minerva is the real-life individual who inspired the character Mel Horowitz, the overprotective father in the film and TV series "Clueless."
  • A. Miguel O'Hara
    Miguel O'Hara is a futuristic version of Spider-Man from the year 2099, known for his advanced technology, genetic enhancements, and role as Spider-Man 2099 in Marvel Comics.
  • B. Lewis Waller
    Lewis Waller was a prominent late 19th- and early 20th-century English stage actor and theatre manager known for his romantic leading roles and contributions to the London theatre scene.
  • C. Walter Vale
    Walter Vale is a disillusioned, widowed college professor who undergoes a profound personal transformation after forming unexpected friendships with undocumented immigrants in the drama film "The Visitor."
  • D. Mark Wynter
    Mark Wynter is an English singer and actor best known for his string of early 1960s pop hits and later work in musical theatre.
  • E. Whitney Frost
    Whitney Frost is a brilliant but morally ambiguous scientist and actress who becomes the powerful antagonist imbued with Zero Matter in the Marvel television series "Agent Carter."
  • 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_69f6c107f990819093042560b1bc4473 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c43bc75c8190887b8135fbc8bbb5 completed May 3, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69f6c50cf3c08190b1ef6379f1f96201 completed May 3, 2026, 3:46 a.m.
Created at: April 9, 2026, 8:47 p.m.