Triple

T13003934
Position Surface form Disambiguated ID Type / Status
Subject Richard Linklater E322237 entity
Predicate notableWork P4 FINISHED
Object Fast Food Nation
Fast Food Nation is a 2006 satirical drama film directed by Richard Linklater that critiques the American fast food industry and its social and environmental impacts.
 E1016119 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: Fast Food Nation | Statement: [Richard Linklater, notableWork, Fast Food Nation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fast Food Nation
Context triple: [Richard Linklater, notableWork, Fast Food Nation]
  • A. Fast Food Nation
    Fast Food Nation is an investigative non-fiction book by Eric Schlosser that critically examines the American fast food industry and its social, economic, and health impacts.
  • B. Food, Inc.
    Food, Inc. is a 2008 documentary film that critically examines the industrialized food system in the United States and its impacts on health, the environment, and workers.
  • C. The Omnivore's Dilemma
    The Omnivore's Dilemma is a nonfiction book by Michael Pollan that explores the origins, ethics, and environmental impacts of modern food choices and industrial agriculture.
  • D. Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat
    "Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat" is a nonfiction investigative book that chronicles a landmark 1993 E. coli food poisoning outbreak and its profound impact on U.S. food safety regulations and the fast-food industry.
  • E. Coop: A Family, a Farm, and the Pursuit of One Good Egg
    "Coop: A Family, a Farm, and the Pursuit of One Good Egg" is a humorous and reflective memoir in which Michael Perry chronicles his experiences with rural family life, small-scale farming, and the search for simplicity and meaning.
  • 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: Fast Food Nation
Triple: [Richard Linklater, notableWork, Fast Food Nation]
Generated description
Fast Food Nation is a 2006 satirical drama film directed by Richard Linklater that critiques the American fast food industry and its social and environmental impacts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fast Food Nation
Target entity description: Fast Food Nation is a 2006 satirical drama film directed by Richard Linklater that critiques the American fast food industry and its social and environmental impacts.
  • A. Fast Food Nation
    Fast Food Nation is an investigative non-fiction book by Eric Schlosser that critically examines the American fast food industry and its social, economic, and health impacts.
  • B. Food, Inc.
    Food, Inc. is a 2008 documentary film that critically examines the industrialized food system in the United States and its impacts on health, the environment, and workers.
  • C. The Omnivore's Dilemma
    The Omnivore's Dilemma is a nonfiction book by Michael Pollan that explores the origins, ethics, and environmental impacts of modern food choices and industrial agriculture.
  • D. Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat
    "Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat" is a nonfiction investigative book that chronicles a landmark 1993 E. coli food poisoning outbreak and its profound impact on U.S. food safety regulations and the fast-food industry.
  • E. Coop: A Family, a Farm, and the Pursuit of One Good Egg
    "Coop: A Family, a Farm, and the Pursuit of One Good Egg" is a humorous and reflective memoir in which Michael Perry chronicles his experiences with rural family life, small-scale farming, and the search for simplicity and meaning.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c107f990819093042560b1bc4473 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c43bc75c8190887b8135fbc8bbb5 completed May 3, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69f6c50cf3c08190b1ef6379f1f96201 completed May 3, 2026, 3:46 a.m.
Created at: April 9, 2026, 8:47 p.m.