Triple

T15711208
Position Surface form Disambiguated ID Type / Status
Subject Song Kang-ho E380840 entity
Predicate notableWork P4 FINISHED
Object A Taxi Driver
A Taxi Driver is a 2017 South Korean historical drama film starring Song Kang-ho as a Seoul taxi driver who becomes involved in documenting the 1980 Gwangju Uprising.
 E1173014 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 Taxi Driver | Statement: [Song Kang-ho, notableWork, A Taxi Driver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Taxi Driver
Context triple: [Song Kang-ho, notableWork, A Taxi Driver]
  • A. Taxi Driver
    Taxi Driver is the debut studio album by American rap rock band Gym Class Heroes, blending hip hop, rock, and emo influences.
  • 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. The American Friend
    The American Friend is a 1977 neo-noir thriller film directed by Wim Wenders, adapted from Patricia Highsmith’s Ripley’s Game and noted for its moody atmosphere and morally ambiguous characters.
  • D. Two-Lane Blacktop
    Two-Lane Blacktop is a 1971 cult road movie known for its minimalist style, existential themes, and portrayal of car-obsessed drifters racing across the American Southwest.
  • E. The Deer Hunter
    The Deer Hunter is a 1978 American war drama film directed by Michael Cimino that explores the psychological and emotional impact of the Vietnam War on a group of friends from a small industrial town.
  • 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 Taxi Driver
Triple: [Song Kang-ho, notableWork, A Taxi Driver]
Generated description
A Taxi Driver is a 2017 South Korean historical drama film starring Song Kang-ho as a Seoul taxi driver who becomes involved in documenting the 1980 Gwangju Uprising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Taxi Driver
Target entity description: A Taxi Driver is a 2017 South Korean historical drama film starring Song Kang-ho as a Seoul taxi driver who becomes involved in documenting the 1980 Gwangju Uprising.
  • A. Taxi Driver
    Taxi Driver is the debut studio album by American rap rock band Gym Class Heroes, blending hip hop, rock, and emo influences.
  • 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. The American Friend
    The American Friend is a 1977 neo-noir thriller film directed by Wim Wenders, adapted from Patricia Highsmith’s Ripley’s Game and noted for its moody atmosphere and morally ambiguous characters.
  • D. Two-Lane Blacktop
    Two-Lane Blacktop is a 1971 cult road movie known for its minimalist style, existential themes, and portrayal of car-obsessed drifters racing across the American Southwest.
  • E. The Deer Hunter
    The Deer Hunter is a 1978 American war drama film directed by Michael Cimino that explores the psychological and emotional impact of the Vietnam War on a group of friends from a small industrial town.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757d74b481909c8332a09ae36b4f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff762c0c548190a80392e1e83f68cc completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76fbcd188190b431bf277304aeea completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.