Triple

T22031996
Position Surface form Disambiguated ID Type / Status
Subject Korean New Wave E544107 entity
Predicate hasNotableFilm P26606 FINISHED
Object Bad Guy
Bad Guy is a 2001 South Korean psychological drama film by director Kim Ki-duk, known for its disturbing portrayal of obsession, exploitation, and alienation in urban society.
E1515777 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: Bad Guy | Statement: [Korean New Wave, hasNotableFilm, Bad Guy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Guy
Context triple: [Korean New Wave, hasNotableFilm, Bad Guy]
  • A. Bad Guy
    "Bad Guy" is a 2019 electropop song by American singer Billie Eilish, known for its minimalist production, heavy bass, and playful subversion of pop and villain tropes.
  • B. Bad Hurt
    Bad Hurt is an independent drama film about a working-class family struggling with mental illness, disability, and the lingering effects of military service in Staten Island.
  • C. Mr. Bad Guy
    Mr. Bad Guy is Freddie Mercury’s 1985 debut solo studio album, showcasing his distinctive vocals in a blend of pop, rock, and disco influences.
  • D. Another Day
    "Another Day" is a track by Kid Cudi from his album "Man on the Moon III: The Chosen," reflecting his signature introspective and melodic hip-hop style.
  • E. Another Day
    "Another Day" is a song featured on the hard rock album "Into the Fire."
  • 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: Bad Guy
Triple: [Korean New Wave, hasNotableFilm, Bad Guy]
Generated description
Bad Guy is a 2001 South Korean psychological drama film by director Kim Ki-duk, known for its disturbing portrayal of obsession, exploitation, and alienation in urban society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Guy
Target entity description: Bad Guy is a 2001 South Korean psychological drama film by director Kim Ki-duk, known for its disturbing portrayal of obsession, exploitation, and alienation in urban society.
  • A. Bad Guy
    "Bad Guy" is a 2019 electropop song by American singer Billie Eilish, known for its minimalist production, heavy bass, and playful subversion of pop and villain tropes.
  • B. Bad Hurt
    Bad Hurt is an independent drama film about a working-class family struggling with mental illness, disability, and the lingering effects of military service in Staten Island.
  • C. Mr. Bad Guy
    Mr. Bad Guy is Freddie Mercury’s 1985 debut solo studio album, showcasing his distinctive vocals in a blend of pop, rock, and disco influences.
  • D. Another Day
    "Another Day" is a track by Kid Cudi from his album "Man on the Moon III: The Chosen," reflecting his signature introspective and melodic hip-hop style.
  • E. Another Day
    "Another Day" is a song featured on the hard rock album "Into the Fire."
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127edd5b48190a9aeb2840105c181 completed April 28, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b67c9108190ada69a65c85dc282 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7d125a788190bf1bc501956be1d9 completed May 18, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7de9ca508190b6e74fb62a9cd1bc completed May 18, 2026, 2:48 a.m.
Created at: April 16, 2026, 8:24 p.m.