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.