Triple

T22495926
Position Surface form Disambiguated ID Type / Status
Subject Steve Stifler E556139 entity
Predicate hasRelative P367 FINISHED
Object Matt Stifler NE NERFINISHED

How this triple was built (3 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: Matt Stifler | Statement: [Steve Stifler, hasRelative, Matt Stifler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Stifler
Context triple: [Steve Stifler, hasRelative, Matt Stifler]
  • A. Steve Stifler
    Steve Stifler is a crude, party-loving character from the American Pie film series known for his outrageous behavior and comic relief.
  • B. Quinn Culkin
    Quinn Culkin is an American former child actress best known for her roles in early 1990s films and television and for being part of the Culkin acting family.
  • C. Jeremy Slate
    Jeremy Slate was an American character actor and occasional screenwriter known for his roles in numerous 1960s and 1970s film and television productions, including appearances in Westerns and biker movies.
  • D. Cameron Frye
    Cameron Frye is the anxious, introspective best friend of Ferris in the 1986 teen comedy film "Ferris Bueller's Day Off," known for his emotional journey and strained relationship with his father.
  • E. Bobby McCallister
    Bobby McCallister is a fictional character played by actor Logan Lerman, likely featured in a film or television production.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Stifler
Target entity description: Matt Stifler is a character from the American Pie film series, known as Steve Stifler’s younger cousin who shares his crude humor and wild party antics.
  • A. Steve Stifler
    Steve Stifler is a crude, party-loving character from the American Pie film series known for his outrageous behavior and comic relief.
  • B. Quinn Culkin
    Quinn Culkin is an American former child actress best known for her roles in early 1990s films and television and for being part of the Culkin acting family.
  • C. Jeremy Slate
    Jeremy Slate was an American character actor and occasional screenwriter known for his roles in numerous 1960s and 1970s film and television productions, including appearances in Westerns and biker movies.
  • D. Cameron Frye
    Cameron Frye is the anxious, introspective best friend of Ferris in the 1986 teen comedy film "Ferris Bueller's Day Off," known for his emotional journey and strained relationship with his father.
  • E. Bobby McCallister
    Bobby McCallister is a fictional character played by actor Logan Lerman, likely featured in a film or television production.
  • F. None of above. chosen

Provenance (2 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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb2644c819094864bd88bcebcbd completed April 29, 2026, 1:19 a.m.
Created at: April 16, 2026, 8:49 p.m.