Triple

T11307893
Position Surface form Disambiguated ID Type / Status
Subject Gym Class Heroes E267761 entity
Predicate notableWork P4 FINISHED
Object Taxi Driver
Taxi Driver is the debut studio album by American rap rock band Gym Class Heroes, blending hip hop, rock, and emo influences.
 E917187 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: Taxi Driver | Statement: [Gym Class Heroes, notableWork, Taxi Driver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taxi Driver
Context triple: [Gym Class Heroes, notableWork, Taxi Driver]
  • A. 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.
  • B. Il Malo
    Il Malo is the Italian nickname meaning "the Bad" given to William I of Sicily, a 12th-century Norman king known for his unpopular rule and internal strife in the kingdom.
  • C. 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.
  • D. Get Carter
    Get Carter is a 1971 British crime thriller film, widely regarded as a classic of the genre, in which Michael Caine plays a ruthless London gangster investigating his brother’s death in Newcastle.
  • E. Se7en
    Se7en is a 1995 neo-noir psychological crime thriller film about two detectives hunting a serial killer who uses the seven deadly sins as his modus operandi.
  • 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: Taxi Driver
Triple: [Gym Class Heroes, notableWork, Taxi Driver]
Generated description
Taxi Driver is the debut studio album by American rap rock band Gym Class Heroes, blending hip hop, rock, and emo influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taxi Driver
Target entity description: Taxi Driver is the debut studio album by American rap rock band Gym Class Heroes, blending hip hop, rock, and emo influences.
  • A. 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.
  • B. Il Malo
    Il Malo is the Italian nickname meaning "the Bad" given to William I of Sicily, a 12th-century Norman king known for his unpopular rule and internal strife in the kingdom.
  • C. 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.
  • D. Get Carter
    Get Carter is a 1971 British crime thriller film, widely regarded as a classic of the genre, in which Michael Caine plays a ruthless London gangster investigating his brother’s death in Newcastle.
  • E. Se7en
    Se7en is a 1995 neo-noir psychological crime thriller film about two detectives hunting a serial killer who uses the seven deadly sins as his modus operandi.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a70022081908bc74185003a3503 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fb1e288190a7a38fe896d7b91d completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.