Triple

T22495933
Position Surface form Disambiguated ID Type / Status
Subject Steve Stifler E556139 entity
Predicate associatedWith P37 FINISHED
Object Stifler family
The Stifler family is a fictional, notoriously crude and outrageous clan featured throughout the American Pie film series, known for their wild antics and over-the-top personalities.
 E1540169 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 family | Statement: [Steve Stifler, associatedWith, Stifler family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stifler family
Context triple: [Steve Stifler, associatedWith, Stifler family]
  • A. Stiller family
    The Stiller family is an American entertainment family best known for comedian and actor Ben Stiller and his parents, legendary comic performers Jerry Stiller and Anne Meara.
  • B. Connor family
    The Connor family is a central fictional lineage in the Terminator franchise, known for their pivotal role in humanity’s resistance against Skynet and its machines.
  • C. Strickland family
    The Strickland family is a fictional family from the "Back to the Future" film series, known primarily through school disciplinarian Mr. Strickland of Hill Valley.
  • D. Starr family
    The Starr family was a prominent Texas family whose historic residence in Marshall is preserved as the Starr Family Home State Historic Site.
  • E. Melvin family
    The Melvin family was a New England family commemorated for its members’ service and sacrifice in the American Civil War, notably honored by the Melvin Memorial in Concord, Massachusetts.
  • 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 family
Triple: [Steve Stifler, associatedWith, Stifler family]
Generated description
The Stifler family is a fictional, notoriously crude and outrageous clan featured throughout the American Pie film series, known for their wild antics and over-the-top personalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stifler family
Target entity description: The Stifler family is a fictional, notoriously crude and outrageous clan featured throughout the American Pie film series, known for their wild antics and over-the-top personalities.
  • A. Stiller family
    The Stiller family is an American entertainment family best known for comedian and actor Ben Stiller and his parents, legendary comic performers Jerry Stiller and Anne Meara.
  • B. Connor family
    The Connor family is a central fictional lineage in the Terminator franchise, known for their pivotal role in humanity’s resistance against Skynet and its machines.
  • C. Strickland family
    The Strickland family is a fictional family from the "Back to the Future" film series, known primarily through school disciplinarian Mr. Strickland of Hill Valley.
  • D. Starr family
    The Starr family was a prominent Texas family whose historic residence in Marshall is preserved as the Starr Family Home State Historic Site.
  • E. Melvin family
    The Melvin family was a New England family commemorated for its members’ service and sacrifice in the American Civil War, notably honored by the Melvin Memorial in Concord, Massachusetts.
  • 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.