Triple

T20287024
Position Surface form Disambiguated ID Type / Status
Subject Matthew Heineman E509908 entity
Predicate notableWork P4 FINISHED
Object Escape Fire: The Fight to Rescue American Healthcare NE NERFINISHED

How this triple was built (3 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: Escape Fire: The Fight to Rescue American Healthcare | Statement: [Matthew Heineman, notableWork, Escape Fire: The Fight to Rescue American Healthcare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Escape Fire: The Fight to Rescue American Healthcare
Context triple: [Matthew Heineman, notableWork, Escape Fire: The Fight to Rescue American Healthcare]
  • A. Reinventing American Health Care
    Reinventing American Health Care is a book by bioethicist and health policy expert Ezekiel Emanuel that analyzes the U.S. health care system and the impact of the Affordable Care Act while proposing reforms to improve cost, access, and quality.
  • B. Unaccountable: What Hospitals Won't Tell You and How Transparency Can Revolutionize Health Care
    "Unaccountable: What Hospitals Won't Tell You and How Transparency Can Revolutionize Health Care" is a nonfiction book by surgeon Marty Makary that exposes systemic problems in the U.S. healthcare system and advocates for greater transparency to improve patient safety and care quality.
  • C. Take Control of Your Health and Escape the Sickness Industry
    "Take Control of Your Health and Escape the Sickness Industry" is a health-advocacy book that encourages readers to adopt natural, preventive lifestyle practices and question conventional, profit-driven medical systems.
  • D. The Decline of American Capitalism
    The Decline of American Capitalism is a Marxist economic analysis that critiques the structural weaknesses and contradictions of U.S. capitalism in the early 20th century.
  • E. Reviving the American Dream
    "Reviving the American Dream" is a policy-focused book by economist Alice Rivlin that analyzes the U.S. economy and proposes reforms to promote equitable growth and opportunity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Escape Fire: The Fight to Rescue American Healthcare
Target entity description: Escape Fire: The Fight to Rescue American Healthcare is a documentary film that critically examines the U.S. healthcare system and explores innovative approaches to reforming it.
  • A. Reinventing American Health Care
    Reinventing American Health Care is a book by bioethicist and health policy expert Ezekiel Emanuel that analyzes the U.S. health care system and the impact of the Affordable Care Act while proposing reforms to improve cost, access, and quality.
  • B. Unaccountable: What Hospitals Won't Tell You and How Transparency Can Revolutionize Health Care
    "Unaccountable: What Hospitals Won't Tell You and How Transparency Can Revolutionize Health Care" is a nonfiction book by surgeon Marty Makary that exposes systemic problems in the U.S. healthcare system and advocates for greater transparency to improve patient safety and care quality.
  • C. Take Control of Your Health and Escape the Sickness Industry
    "Take Control of Your Health and Escape the Sickness Industry" is a health-advocacy book that encourages readers to adopt natural, preventive lifestyle practices and question conventional, profit-driven medical systems.
  • D. The Decline of American Capitalism
    The Decline of American Capitalism is a Marxist economic analysis that critiques the structural weaknesses and contradictions of U.S. capitalism in the early 20th century.
  • E. Reviving the American Dream
    "Reviving the American Dream" is a policy-focused book by economist Alice Rivlin that analyzes the U.S. economy and proposes reforms to promote equitable growth and opportunity.
  • F. None of above. chosen

Provenance (2 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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e676931fe08190b278d829a745701f completed April 20, 2026, 6:55 p.m.
Created at: April 16, 2026, 11:07 a.m.