Triple

T2807005
Position Surface form Disambiguated ID Type / Status
Subject John Huston E54075 entity
Predicate directed P7373 FINISHED
Object Fat City
Fat City is a 1972 American neo-noir boxing drama film known for its gritty realism and downbeat portrayal of small-time fighters, directed by John Huston.
 E299357 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: Fat City | Statement: [John Huston, directed, Fat City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fat City
Context triple: [John Huston, directed, Fat City]
  • A. Boomtown
    Boomtown is an American television crime drama series that presents interconnected stories from multiple characters' perspectives.
  • B. Stone City
    Stone City is an ancient walled city and historic fortification area that forms part of the old core of Nanjing, China.
  • C. Mob Town
    Mob Town is a historic nickname for the city of Baltimore, reflecting its long-standing reputation for civil unrest and rowdy public gatherings in the 19th century.
  • D. Catfish Row
    Catfish Row is the fictional African American tenement community in Charleston, South Carolina, that serves as the central setting of George Gershwin’s opera *Porgy and Bess*.
  • E. Lucky Town
    Lucky Town is a 1992 rock album by Bruce Springsteen that blends heartland rock with introspective, personal songwriting.
  • 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: Fat City
Triple: [John Huston, directed, Fat City]
Generated description
Fat City is a 1972 American neo-noir boxing drama film known for its gritty realism and downbeat portrayal of small-time fighters, directed by John Huston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fat City
Target entity description: Fat City is a 1972 American neo-noir boxing drama film known for its gritty realism and downbeat portrayal of small-time fighters, directed by John Huston.
  • A. Boomtown
    Boomtown is an American television crime drama series that presents interconnected stories from multiple characters' perspectives.
  • B. Stone City
    Stone City is an ancient walled city and historic fortification area that forms part of the old core of Nanjing, China.
  • C. Mob Town
    Mob Town is a historic nickname for the city of Baltimore, reflecting its long-standing reputation for civil unrest and rowdy public gatherings in the 19th century.
  • D. Catfish Row
    Catfish Row is the fictional African American tenement community in Charleston, South Carolina, that serves as the central setting of George Gershwin’s opera *Porgy and Bess*.
  • E. Lucky Town
    Lucky Town is a 1992 rock album by Bruce Springsteen that blends heartland rock with introspective, personal songwriting.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2ec2ac8190bd702ad3eafb6aed completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc676d03081908986026dfe5fc852 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc7e1e0708190a1e87212435029f6 completed March 10, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69afc8470cc081908241d23975181aa0 completed March 10, 2026, 7:29 a.m.
Created at: March 6, 2026, 9:59 p.m.