Triple

T16840488
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Rise of the Beasts E409395 entity
Predicate featuresVoice P18510 FINISHED
Object Liza Koshy
Liza Koshy is an American comedian, actress, and internet personality who rose to fame on Vine and YouTube before transitioning into mainstream film and television roles.
E1237320 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: Liza Koshy | Statement: [Transformers: Rise of the Beasts, featuresVoice, Liza Koshy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liza Koshy
Context triple: [Transformers: Rise of the Beasts, featuresVoice, Liza Koshy]
  • A. Lilly Singh
    Lilly Singh is a Canadian YouTuber, comedian, actress, and television host known for her influential online presence and late-night talk show "A Little Late with Lilly Singh."
  • B. Lizzie Winkler
    Lizzie Winkler is an actress known for her role in the National Theatre’s acclaimed stage production of "Frankenstein."
  • C. AJ Michalka
    AJ Michalka is an American actress and singer known for her roles in film and television and as one half of the musical duo Aly & AJ.
  • D. Maddie Ziegler
    Maddie Ziegler is an American dancer and actress who rose to fame on "Dance Moms" and became widely recognized for starring in several of Sia’s music videos, including "Chandelier."
  • E. Rachel Bloom
    Rachel Bloom is an American actress, comedian, writer, and singer best known for co-creating and starring in the musical comedy television series "Crazy Ex-Girlfriend."
  • 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: Liza Koshy
Triple: [Transformers: Rise of the Beasts, featuresVoice, Liza Koshy]
Generated description
Liza Koshy is an American comedian, actress, and internet personality who rose to fame on Vine and YouTube before transitioning into mainstream film and television roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liza Koshy
Target entity description: Liza Koshy is an American comedian, actress, and internet personality who rose to fame on Vine and YouTube before transitioning into mainstream film and television roles.
  • A. Lilly Singh
    Lilly Singh is a Canadian YouTuber, comedian, actress, and television host known for her influential online presence and late-night talk show "A Little Late with Lilly Singh."
  • B. Lizzie Winkler
    Lizzie Winkler is an actress known for her role in the National Theatre’s acclaimed stage production of "Frankenstein."
  • C. AJ Michalka
    AJ Michalka is an American actress and singer known for her roles in film and television and as one half of the musical duo Aly & AJ.
  • D. Maddie Ziegler
    Maddie Ziegler is an American dancer and actress who rose to fame on "Dance Moms" and became widely recognized for starring in several of Sia’s music videos, including "Chandelier."
  • E. Rachel Bloom
    Rachel Bloom is an American actress, comedian, writer, and singer best known for co-creating and starring in the musical comedy television series "Crazy Ex-Girlfriend."
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b3508ecc81909c0af299e07f4b31 completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb177e288190b525e6d239892d26 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bcc6c6288190bde0af65e0db94a8 completed May 10, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_6a00bd47733881908ece05023ad80eeb completed May 10, 2026, 5:15 p.m.
Created at: April 10, 2026, 5:24 a.m.