Triple

T6730208
Position Surface form Disambiguated ID Type / Status
Subject Gwangju Uprising E153614 entity
Predicate subjectOf P38 FINISHED
Object film "A Taxi Driver"
"A Taxi Driver" is a South Korean historical drama film that follows a Seoul cab driver who unwittingly becomes involved in documenting the 1980 Gwangju pro-democracy uprising alongside a German journalist.
 E615921 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: film "A Taxi Driver" | Statement: [Gwangju Uprising, subjectOf, film "A Taxi Driver"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: film "A Taxi Driver"
Context triple: [Gwangju Uprising, subjectOf, film "A Taxi Driver"]
  • A. film "New York, New York"
    "New York, New York" is a 1977 musical drama film directed by Martin Scorsese, starring Liza Minnelli and Robert De Niro, known for its jazz-infused portrayal of postwar New York and its iconic title song.
  • B. Taxi Driver
    Taxi Driver is a 1976 psychological drama film directed by Martin Scorsese, renowned for its gritty portrayal of urban alienation and Robert De Niro’s iconic performance as a disturbed New York City cab driver.
  • C. film "Streets"
    "Streets" is a crime drama film featuring rapper and actor Beanie Sigel in a gritty urban setting.
  • D. film "Sid and Nancy"
    "Sid and Nancy" is a 1986 biographical drama film that chronicles the tumultuous relationship between Sex Pistols bassist Sid Vicious and his girlfriend Nancy Spungen amid the late-1970s punk rock scene.
  • E. Night and the City
    Night and the City is a 1992 neo-noir crime drama film, a remake of the 1950 classic, centered on a small-time lawyer’s desperate plunge into the criminal underworld of New York City.
  • 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: film "A Taxi Driver"
Triple: [Gwangju Uprising, subjectOf, film "A Taxi Driver"]
Generated description
"A Taxi Driver" is a South Korean historical drama film that follows a Seoul cab driver who unwittingly becomes involved in documenting the 1980 Gwangju pro-democracy uprising alongside a German journalist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: film "A Taxi Driver"
Target entity description: "A Taxi Driver" is a South Korean historical drama film that follows a Seoul cab driver who unwittingly becomes involved in documenting the 1980 Gwangju pro-democracy uprising alongside a German journalist.
  • A. film "New York, New York"
    "New York, New York" is a 1977 musical drama film directed by Martin Scorsese, starring Liza Minnelli and Robert De Niro, known for its jazz-infused portrayal of postwar New York and its iconic title song.
  • B. Taxi Driver
    Taxi Driver is a 1976 psychological drama film directed by Martin Scorsese, renowned for its gritty portrayal of urban alienation and Robert De Niro’s iconic performance as a disturbed New York City cab driver.
  • C. film "Streets"
    "Streets" is a crime drama film featuring rapper and actor Beanie Sigel in a gritty urban setting.
  • D. film "Sid and Nancy"
    "Sid and Nancy" is a 1986 biographical drama film that chronicles the tumultuous relationship between Sex Pistols bassist Sid Vicious and his girlfriend Nancy Spungen amid the late-1970s punk rock scene.
  • E. Night and the City
    Night and the City is a 1992 neo-noir crime drama film, a remake of the 1950 classic, centered on a small-time lawyer’s desperate plunge into the criminal underworld of New York City.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16897e48190b43eda2206b14d6a completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b029960819090de37c99e80ceb9 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70bf3e2fc8190bc5d044b890ddc02 completed March 27, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69c70cece560819099b488a95a3c79c5 completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:09 p.m.