Triple

T8651527
Position Surface form Disambiguated ID Type / Status
Subject Hotel Transylvania: Transformania E205109 entity
Predicate director P255 FINISHED
Object Jennifer Kluska
Jennifer Kluska is an American film director and storyboard artist best known for her work in animated features, including the Hotel Transylvania franchise.
 E846459 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: Jennifer Kluska | Statement: [Hotel Transylvania: Transformania, director, Jennifer Kluska]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jennifer Kluska
Context triple: [Hotel Transylvania: Transformania, director, Jennifer Kluska]
  • A. Christi Dembrowski
    Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
  • B. Erika Tymrak
    Erika Tymrak is an American professional soccer midfielder known for her playmaking creativity in the National Women's Soccer League and appearances with the United States women's national team.
  • C. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • D. Jane Kaczmarek
    Jane Kaczmarek is an American actress best known for her Emmy-nominated role as Lois, the overbearing yet loving mother on the television series "Malcolm in the Middle."
  • E. Lisa Gottsegen
    Lisa Gottsegen is an American businesswoman and philanthropist best known as the longtime wife of actor Dustin Hoffman.
  • 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: Jennifer Kluska
Triple: [Hotel Transylvania: Transformania, director, Jennifer Kluska]
Generated description
Jennifer Kluska is an American film director and storyboard artist best known for her work in animated features, including the Hotel Transylvania franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jennifer Kluska
Target entity description: Jennifer Kluska is an American film director and storyboard artist best known for her work in animated features, including the Hotel Transylvania franchise.
  • A. Christi Dembrowski
    Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
  • B. Erika Tymrak
    Erika Tymrak is an American professional soccer midfielder known for her playmaking creativity in the National Women's Soccer League and appearances with the United States women's national team.
  • C. Kelly Dombrowski
    Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
  • D. Jane Kaczmarek
    Jane Kaczmarek is an American actress best known for her Emmy-nominated role as Lois, the overbearing yet loving mother on the television series "Malcolm in the Middle."
  • E. Lisa Gottsegen
    Lisa Gottsegen is an American businesswoman and philanthropist best known as the longtime wife of actor Dustin Hoffman.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484051b48190b1d0cc63426c204d completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d316e50b548190b5f90a9753ad7cb0 completed April 6, 2026, 2:13 a.m.
NEDg Description generation batch_69d31877825c8190a6f66a4485a259c4 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d318d280f48190be1532588963b674 completed April 6, 2026, 2:22 a.m.
Created at: March 30, 2026, 6:29 p.m.