Triple

T22495910
Position Surface form Disambiguated ID Type / Status
Subject Steve Stifler E556139 entity
Predicate familyName P18 FINISHED
Object Stifler
Stifler is the crude, party-loving character from the "American Pie" film series, best known for his outrageous behavior and comedic antics.
 E1540166 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: Stifler | Statement: [Steve Stifler, familyName, Stifler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stifler
Context triple: [Steve Stifler, familyName, Stifler]
  • A. Toofer Spurlock
    Toofer Spurlock is a pretentious, Harvard-educated writer on the fictional sketch show within the TV series "30 Rock," known for his intellectual snobbery and clashes with coworkers.
  • B. Shuler
    Shuler is a surname most notably associated with Heath Shuler, a former NFL quarterback and U.S. Congressman from North Carolina.
  • C. Stalle
    Stalle is a neighborhood within the municipality of Uccle in the Brussels-Capital Region of Belgium.
  • D. Stix Hooper
    Stix Hooper is an American jazz drummer and founding member of the influential soul-jazz and jazz-funk group The Crusaders.
  • E. Brolin
    Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
  • 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: Stifler
Triple: [Steve Stifler, familyName, Stifler]
Generated description
Stifler is the crude, party-loving character from the "American Pie" film series, best known for his outrageous behavior and comedic antics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stifler
Target entity description: Stifler is the crude, party-loving character from the "American Pie" film series, best known for his outrageous behavior and comedic antics.
  • A. Toofer Spurlock
    Toofer Spurlock is a pretentious, Harvard-educated writer on the fictional sketch show within the TV series "30 Rock," known for his intellectual snobbery and clashes with coworkers.
  • B. Shuler
    Shuler is a surname most notably associated with Heath Shuler, a former NFL quarterback and U.S. Congressman from North Carolina.
  • C. Stalle
    Stalle is a neighborhood within the municipality of Uccle in the Brussels-Capital Region of Belgium.
  • D. Stix Hooper
    Stix Hooper is an American jazz drummer and founding member of the influential soul-jazz and jazz-funk group The Crusaders.
  • E. Brolin
    Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
  • 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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb2644c819094864bd88bcebcbd completed April 29, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b17e204e4819091f8453ce912ce5b completed May 18, 2026, 1:45 p.m.
NEDg Description generation batch_6a0b188c406c81909f8d4bdd6d7a1819 completed May 18, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0b193a558c81909c8c8c8bd82f7bda completed May 18, 2026, 1:50 p.m.
Created at: April 16, 2026, 8:49 p.m.