Triple

T16105963
Position Surface form Disambiguated ID Type / Status
Subject Better Luck Tomorrow E390738 entity
Predicate producer P490 FINISHED
Object Julie Asato
Julie Asato is a film producer best known for her work on the acclaimed Asian American crime drama "Better Luck Tomorrow."
 E1195149 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: Julie Asato | Statement: [Better Luck Tomorrow, producer, Julie Asato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Julie Asato
Context triple: [Better Luck Tomorrow, producer, Julie Asato]
  • A. Julie Tokashiki
    Julie Tokashiki is the wife of American actor Tom Skerritt, known for maintaining a largely private life outside of his public career.
  • B. Rena Matsui
    Rena Matsui is a Japanese actress, singer, and former idol best known as a prominent member of the girl group SKE48 and for her subsequent work in television dramas and films.
  • C. Mandy Taketa
    Mandy Taketa is an American actress, dancer, and yoga instructor best known as the ex-wife of comedian and television host Wayne Brady.
  • D. Maya Horikawa
    Maya Horikawa is a musician best known for her past role as a member of the experimental indie rock band Dirty Projectors.
  • E. Ami Onuki
    Ami Onuki is a Japanese pop singer best known as one half of the pop duo Puffy AmiYumi, which gained international recognition through its music and related media appearances.
  • 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: Julie Asato
Triple: [Better Luck Tomorrow, producer, Julie Asato]
Generated description
Julie Asato is a film producer best known for her work on the acclaimed Asian American crime drama "Better Luck Tomorrow."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Julie Asato
Target entity description: Julie Asato is a film producer best known for her work on the acclaimed Asian American crime drama "Better Luck Tomorrow."
  • A. Julie Tokashiki
    Julie Tokashiki is the wife of American actor Tom Skerritt, known for maintaining a largely private life outside of his public career.
  • B. Rena Matsui
    Rena Matsui is a Japanese actress, singer, and former idol best known as a prominent member of the girl group SKE48 and for her subsequent work in television dramas and films.
  • C. Mandy Taketa
    Mandy Taketa is an American actress, dancer, and yoga instructor best known as the ex-wife of comedian and television host Wayne Brady.
  • D. Maya Horikawa
    Maya Horikawa is a musician best known for her past role as a member of the experimental indie rock band Dirty Projectors.
  • E. Ami Onuki
    Ami Onuki is a Japanese pop singer best known as one half of the pop duo Puffy AmiYumi, which gained international recognition through its music and related media appearances.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6d81d081909e1315f4dbfd7369 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba1e4c08190a90f5102e0038056 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 5 a.m.