Triple

T16850419
Position Surface form Disambiguated ID Type / Status
Subject Unforgettable (2017 film) E409658 entity
Predicate mainCharacter P1183 FINISHED
Object Julia Banks
Julia Banks is the central protagonist of the 2017 psychological thriller film "Unforgettable," whose life is upended by her fiancé’s dangerously obsessive ex-wife.
E1239617 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: Julia Banks | Statement: [Unforgettable (2017 film), mainCharacter, Julia Banks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia Banks
Context triple: [Unforgettable (2017 film), mainCharacter, Julia Banks]
  • A. Julia Faye
    Julia Faye was an American actress best known for her frequent collaborations with director Cecil B. DeMille during the silent and early sound film eras.
  • B. Julia DeMato
    Julia DeMato is an American singer and former cosmetologist best known for competing as a finalist on the second season of the television show American Idol.
  • C. Julia Rossmore
    Julia Rossmore is a central character in the film "Daddy's Little Girls," serving as the successful attorney who becomes romantically involved with the protagonist while helping him fight for custody of his daughters.
  • D. Autumn de Wilde
    Autumn de Wilde is an American photographer and director known for her distinctive portraits of musicians and her work on album covers and music-related visual art.
  • E. Ellie Banks
    Ellie Banks is a central character in the classic 1951 comedy film "Father's Little Dividend," depicted as the newly married daughter whose impending motherhood drives much of the story's family-centered humor and drama.
  • 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: Julia Banks
Triple: [Unforgettable (2017 film), mainCharacter, Julia Banks]
Generated description
Julia Banks is the central protagonist of the 2017 psychological thriller film "Unforgettable," whose life is upended by her fiancé’s dangerously obsessive ex-wife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia Banks
Target entity description: Julia Banks is the central protagonist of the 2017 psychological thriller film "Unforgettable," whose life is upended by her fiancé’s dangerously obsessive ex-wife.
  • A. Julia Faye
    Julia Faye was an American actress best known for her frequent collaborations with director Cecil B. DeMille during the silent and early sound film eras.
  • B. Julia DeMato
    Julia DeMato is an American singer and former cosmetologist best known for competing as a finalist on the second season of the television show American Idol.
  • C. Julia Rossmore
    Julia Rossmore is a central character in the film "Daddy's Little Girls," serving as the successful attorney who becomes romantically involved with the protagonist while helping him fight for custody of his daughters.
  • D. Autumn de Wilde
    Autumn de Wilde is an American photographer and director known for her distinctive portraits of musicians and her work on album covers and music-related visual art.
  • E. Ellie Banks
    Ellie Banks is a central character in the classic 1951 comedy film "Father's Little Dividend," depicted as the newly married daughter whose impending motherhood drives much of the story's family-centered humor and drama.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b378dda48190ab81d75f2cfe3ab3 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c79e86ac8190b89c4ebb05250b4f completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c8e20ab08190aaf7e5666f1e9ad8 completed May 10, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9b7967081909353f1c911cb2633 completed May 10, 2026, 6:08 p.m.
Created at: April 10, 2026, 5:24 a.m.