Triple

T9735545
Position Surface form Disambiguated ID Type / Status
Subject Food, Inc. E236047 entity
Predicate basedOn P98 FINISHED
Object 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.
E818635 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: [Food, Inc., basedOn, Fast Food Nation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fast Food Nation
Context triple: [Food, Inc., basedOn, Fast Food Nation]
  • A. 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.
  • B. 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.
  • C. Stolen Harvest: The Hijacking of the Global Food Supply
    Stolen Harvest: The Hijacking of the Global Food Supply is a book by environmental activist Vandana Shiva that critiques industrial agriculture, corporate control of seeds and food systems, and their impacts on farmers, biodiversity, and food sovereignty.
  • D. Good Eats
    Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
  • E. Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America
    "Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America" is a nonfiction book by Arianna Huffington that critiques the collusion between big business and government and its damaging impact on American democracy and the middle class.
  • 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: [Food, Inc., basedOn, Fast Food Nation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fast Food Nation
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Stolen Harvest: The Hijacking of the Global Food Supply
    Stolen Harvest: The Hijacking of the Global Food Supply is a book by environmental activist Vandana Shiva that critiques industrial agriculture, corporate control of seeds and food systems, and their impacts on farmers, biodiversity, and food sovereignty.
  • D. Good Eats
    Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
  • E. Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America
    "Pigs at the Trough: How Corporate Greed and Political Corruption Are Undermining America" is a nonfiction book by Arianna Huffington that critiques the collusion between big business and government and its damaging impact on American democracy and the middle class.
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eee70d48190af5a833d7b33aaa5 completed April 1, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afce9834819090949690b4ca8622 completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b098c3348190a298cfe4921c8921 completed April 5, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1b124659481909e7a2ecaf01d8a50 completed April 5, 2026, 12:47 a.m.
Created at: March 30, 2026, 8:22 p.m.