Triple

T13004685
Position Surface form Disambiguated ID Type / Status
Subject Tai Frasier E322253 entity
Predicate romanticallyInvolvedWith P9994 FINISHED
Object Travis Birkenstock
Travis Birkenstock is a laid-back, skater-classmate character from the 1995 teen film "Clueless," known for his sweet, slacker charm and relationship with Tai Frasier.
E1016162 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: Travis Birkenstock | Statement: [Tai Frasier, romanticallyInvolvedWith, Travis Birkenstock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Travis Birkenstock
Context triple: [Tai Frasier, romanticallyInvolvedWith, Travis Birkenstock]
  • A. Travis Bacon
    Travis Bacon is an American musician and actor, known as the son of actors Kevin Bacon and Kyra Sedgwick and for his work in various rock and metal bands.
  • B. Travis Baldree
    Travis Baldree is a game designer and developer best known for his work on the action RPG Torchlight and later as an award-winning fantasy audiobook narrator and author.
  • C. Travis Banton
    Travis Banton was a prominent American Hollywood costume designer best known for his glamorous, influential work at Paramount Pictures during the 1920s and 1930s.
  • D. Travis Garone
    Travis Garone is an Australian designer and entrepreneur best known as a co-founder of the global men's health charity movement Movember.
  • E. Travis Montgomery
    Travis Montgomery is a central firefighter character in the television drama "Station 19," known for his compassion, humor, and dedication to his crew.
  • 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: Travis Birkenstock
Triple: [Tai Frasier, romanticallyInvolvedWith, Travis Birkenstock]
Generated description
Travis Birkenstock is a laid-back, skater-classmate character from the 1995 teen film "Clueless," known for his sweet, slacker charm and relationship with Tai Frasier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Travis Birkenstock
Target entity description: Travis Birkenstock is a laid-back, skater-classmate character from the 1995 teen film "Clueless," known for his sweet, slacker charm and relationship with Tai Frasier.
  • A. Travis Bacon
    Travis Bacon is an American musician and actor, known as the son of actors Kevin Bacon and Kyra Sedgwick and for his work in various rock and metal bands.
  • B. Travis Baldree
    Travis Baldree is a game designer and developer best known for his work on the action RPG Torchlight and later as an award-winning fantasy audiobook narrator and author.
  • C. Travis Banton
    Travis Banton was a prominent American Hollywood costume designer best known for his glamorous, influential work at Paramount Pictures during the 1920s and 1930s.
  • D. Travis Garone
    Travis Garone is an Australian designer and entrepreneur best known as a co-founder of the global men's health charity movement Movember.
  • E. Travis Montgomery
    Travis Montgomery is a central firefighter character in the television drama "Station 19," known for his compassion, humor, and dedication to his crew.
  • 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.