Triple

T5691106
Position Surface form Disambiguated ID Type / Status
Subject Korean film industry E125428 entity
Predicate notableFilm P22 FINISHED
Object The Handmaiden
The Handmaiden is a critically acclaimed 2016 South Korean psychological thriller and erotic drama film directed by Park Chan-wook, adapted from Sarah Waters’ novel "Fingersmith" and renowned for its intricate plot, lush visuals, and exploration of desire and deception.
 E539963 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: The Handmaiden | Statement: [Korean film industry, notableFilm, The Handmaiden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Handmaiden
Context triple: [Korean film industry, notableFilm, The Handmaiden]
  • A. Nymphomaniac
    Nymphomaniac is a 2013 two-part erotic art film written and directed by Lars von Trier that explores the life and sexual experiences of a self-diagnosed nymphomaniac woman.
  • B. Lust, Caution
    Lust, Caution is a 2007 espionage erotic thriller film directed by Ang Lee, set in Japanese-occupied Shanghai and known for its intense psychological drama and explicit content.
  • C. You Were Never Really Here
    You Were Never Really Here is a 2017 psychological thriller film directed by Lynne Ramsay, following a traumatized veteran turned brutal fixer who is hired to rescue a missing girl.
  • D. La sconosciuta
    La sconosciuta is a 2006 Italian psychological thriller film directed by Giuseppe Tornatore that follows a mysterious Ukrainian woman with a traumatic past who becomes entangled with an affluent Italian family.
  • E. Tár
    Tár is a 2022 psychological drama film written and directed by Todd Field, centered on a renowned fictional conductor whose personal and professional life unravel amid allegations of abuse and misconduct.
  • 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: The Handmaiden
Triple: [Korean film industry, notableFilm, The Handmaiden]
Generated description
The Handmaiden is a critically acclaimed 2016 South Korean psychological thriller and erotic drama film directed by Park Chan-wook, adapted from Sarah Waters’ novel "Fingersmith" and renowned for its intricate plot, lush visuals, and exploration of desire and deception.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Handmaiden
Target entity description: The Handmaiden is a critically acclaimed 2016 South Korean psychological thriller and erotic drama film directed by Park Chan-wook, adapted from Sarah Waters’ novel "Fingersmith" and renowned for its intricate plot, lush visuals, and exploration of desire and deception.
  • A. Nymphomaniac
    Nymphomaniac is a 2013 two-part erotic art film written and directed by Lars von Trier that explores the life and sexual experiences of a self-diagnosed nymphomaniac woman.
  • B. Lust, Caution
    Lust, Caution is a 2007 espionage erotic thriller film directed by Ang Lee, set in Japanese-occupied Shanghai and known for its intense psychological drama and explicit content.
  • C. You Were Never Really Here
    You Were Never Really Here is a 2017 psychological thriller film directed by Lynne Ramsay, following a traumatized veteran turned brutal fixer who is hired to rescue a missing girl.
  • D. La sconosciuta
    La sconosciuta is a 2006 Italian psychological thriller film directed by Giuseppe Tornatore that follows a mysterious Ukrainian woman with a traumatic past who becomes entangled with an affluent Italian family.
  • E. Tár
    Tár is a 2022 psychological drama film written and directed by Todd Field, centered on a renowned fictional conductor whose personal and professional life unravel amid allegations of abuse and misconduct.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e500ec8190bfda4f6a818aa5dc completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a4baea481908b4766888fd3edf1 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05cfae55c81908658b4b5d5f03c96 completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05e061ff88190b9387358cc8bc199 completed March 22, 2026, 9:24 p.m.
Created at: March 22, 2026, 3:44 p.m.