Triple

T13750362
Position Surface form Disambiguated ID Type / Status
Subject Byung-hun Lee E330333 entity
Predicate notableWork P4 FINISHED
Object A Bittersweet Life
A Bittersweet Life is a stylish 2005 South Korean neo-noir action film directed by Kim Jee-woon, acclaimed for its brutal elegance, existential themes, and Byung-hun Lee’s iconic performance as a conflicted mob enforcer.
E1058885 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: A Bittersweet Life | Statement: [Byung-hun Lee, notableWork, A Bittersweet Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Bittersweet Life
Context triple: [Byung-hun Lee, notableWork, A Bittersweet Life]
  • A. Bitter with the Sweet
    "Bitter with the Sweet" is a song featured on the 1969 folk-rock album *Rhymes & Reasons* by John Denver.
  • B. Bitter Sweet
    "Bitter Sweet" is a soul and R&B album by The Main Ingredient, showcasing the group's smooth harmonies and early-1970s sound.
  • C. Bitter Sweet
    Bitter Sweet is a 1929 operetta by Noël Coward, known for its romantic storyline and memorable songs set against an early 20th-century European backdrop.
  • D. The Sweet Life
    The Sweet Life is the English title of Federico Fellini’s iconic 1960 Italian film "La Dolce Vita," which explores the hedonistic nightlife and moral decadence of Rome.
  • E. Bittersweet World
    Bittersweet World is the third studio album by American singer Ashlee Simpson, showcasing a pop-rock sound with dance and 1980s-inspired influences.
  • 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: A Bittersweet Life
Triple: [Byung-hun Lee, notableWork, A Bittersweet Life]
Generated description
A Bittersweet Life is a stylish 2005 South Korean neo-noir action film directed by Kim Jee-woon, acclaimed for its brutal elegance, existential themes, and Byung-hun Lee’s iconic performance as a conflicted mob enforcer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Bittersweet Life
Target entity description: A Bittersweet Life is a stylish 2005 South Korean neo-noir action film directed by Kim Jee-woon, acclaimed for its brutal elegance, existential themes, and Byung-hun Lee’s iconic performance as a conflicted mob enforcer.
  • A. Bitter with the Sweet
    "Bitter with the Sweet" is a song featured on the 1969 folk-rock album *Rhymes & Reasons* by John Denver.
  • B. Bitter Sweet
    "Bitter Sweet" is a soul and R&B album by The Main Ingredient, showcasing the group's smooth harmonies and early-1970s sound.
  • C. Bitter Sweet
    Bitter Sweet is a 1929 operetta by Noël Coward, known for its romantic storyline and memorable songs set against an early 20th-century European backdrop.
  • D. The Sweet Life
    The Sweet Life is the English title of Federico Fellini’s iconic 1960 Italian film "La Dolce Vita," which explores the hedonistic nightlife and moral decadence of Rome.
  • E. Bittersweet World
    Bittersweet World is the third studio album by American singer Ashlee Simpson, showcasing a pop-rock sound with dance and 1980s-inspired influences.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02148c208190a882927905a861a6 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8560614819085958205637f3863 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a8f6833881908bcca35d7d01596a completed May 3, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9c3c6548190802e1163c9c35b67 completed May 3, 2026, 8:02 p.m.
Created at: April 9, 2026, 10:08 p.m.