Triple

T13750393
Position Surface form Disambiguated ID Type / Status
Subject Byung-hun Lee E330333 entity
Predicate debutInFilm P12418 FINISHED
Object Who Drives Me Mad (1995 film)
Who Drives Me Mad is a 1995 South Korean film notable for featuring Byung-hun Lee in his early screen career.
E1058898 NE FINISHED

How this triple was built (5 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: Who Drives Me Mad (1995 film) | Statement: [Byung-hun Lee, debutInFilm, Who Drives Me Mad (1995 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Who Drives Me Mad (1995 film)
Context triple: [Byung-hun Lee, debutInFilm, Who Drives Me Mad (1995 film)]
  • A. The Drive
    The Drive is a vibrant, culturally diverse neighborhood and commercial district in East Vancouver known for its eclectic shops, restaurants, and arts scene.
  • B. Driven (2001 film)
    Driven (2001 film) is an action drama centered on the high-stakes world of professional open-wheel auto racing, starring Sylvester Stallone and directed by Renny Harlin.
  • C. The Driver
    The Driver is the laconic, unnamed street racer portrayed by James Taylor in the 1971 cult road movie "Two-Lane Blacktop."
  • D. The Driver
    The Driver is a 1978 neo-noir crime thriller film written and directed by Walter Hill, centered on a taciturn, highly skilled getaway driver involved in a tense cat-and-mouse game with a relentless detective.
  • E. The Great Miss Driver
    The Great Miss Driver is a lesser-known novel by British author Anthony Hope, best known for his adventure classic "The Prisoner of Zenda."
  • 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: Who Drives Me Mad (1995 film)
Triple: [Byung-hun Lee, debutInFilm, Who Drives Me Mad (1995 film)]
Generated description
Who Drives Me Mad is a 1995 South Korean film notable for featuring Byung-hun Lee in his early screen career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Who Drives Me Mad (1995 film)
Target entity description: Who Drives Me Mad is a 1995 South Korean film notable for featuring Byung-hun Lee in his early screen career.
  • A. The Drive
    The Drive is a vibrant, culturally diverse neighborhood and commercial district in East Vancouver known for its eclectic shops, restaurants, and arts scene.
  • B. Driven (2001 film)
    Driven (2001 film) is an action drama centered on the high-stakes world of professional open-wheel auto racing, starring Sylvester Stallone and directed by Renny Harlin.
  • C. The Driver
    The Driver is the laconic, unnamed street racer portrayed by James Taylor in the 1971 cult road movie "Two-Lane Blacktop."
  • D. The Driver
    The Driver is a 1978 neo-noir crime thriller film written and directed by Walter Hill, centered on a taciturn, highly skilled getaway driver involved in a tense cat-and-mouse game with a relentless detective.
  • E. The Great Miss Driver
    The Great Miss Driver is a lesser-known novel by British author Anthony Hope, best known for his adventure classic "The Prisoner of Zenda."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: debutInFilm
Context triple: [Byung-hun Lee, debutInFilm, Who Drives Me Mad (1995 film)]
  • A. debutInCinema
    Indicates that a film or work is first publicly released or shown in movie theaters.
  • B. filmDebutIn
    Indicates the first film in which a person appeared or participated, marking their debut in cinema.
  • C. featureFilmDebut
    Indicates that a work marks an entity’s first appearance or role in a feature-length film.
  • D. filmDebut chosen
    Indicates the first film in which an entity (typically a person) appeared or participated, marking their initial entry into film work.
  • E. soundFilmDebutDate
    Indicates the date on which an entity first appeared in a sound film.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69dbbe950b148190ba0df8a749269ec6 completed April 12, 2026, 3:47 p.m.
Created at: April 9, 2026, 10:08 p.m.