Triple

T20969861
Position Surface form Disambiguated ID Type / Status
Subject Irwin Redlener E516464 entity
Predicate notableWork P4 FINISHED
Object Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now 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: Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now | Statement: [Irwin Redlener, notableWork, Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now
Context triple: [Irwin Redlener, notableWork, Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now]
  • A. The New Nature of the Catastrophe
    The New Nature of the Catastrophe is a collection of science fiction stories featuring Michael Moorcock’s multiverse antihero Jerry Cornelius in surreal, experimental adventures.
  • B. Three Years of Natural Disasters
    Three Years of Natural Disasters refers to the catastrophic Great Chinese Famine of 1959–1961, during which tens of millions of people in China died due to a combination of policy failures and adverse conditions.
  • C. Modern Day Catastrophists
    "Modern Day Catastrophists" is a punk rock song by Bad Religion from their 1993 album *Recipe for Hate*, reflecting the band's characteristic socially and politically critical themes.
  • D. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • E. When Disaster Strikes...
    "When Disaster Strikes..." is the second studio album by American rapper Busta Rhymes, noted for its energetic delivery, inventive wordplay, and late-1990s East Coast hip-hop sound.
  • 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: Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now
Target entity description: "Americans at Risk: Why We Are Not Prepared for Megadisasters and What We Can Do Now" is a non-fiction book that analyzes the United States’ vulnerability to large-scale disasters and proposes reforms to improve national preparedness and response.
  • A. The New Nature of the Catastrophe
    The New Nature of the Catastrophe is a collection of science fiction stories featuring Michael Moorcock’s multiverse antihero Jerry Cornelius in surreal, experimental adventures.
  • B. Three Years of Natural Disasters
    Three Years of Natural Disasters refers to the catastrophic Great Chinese Famine of 1959–1961, during which tens of millions of people in China died due to a combination of policy failures and adverse conditions.
  • C. Modern Day Catastrophists
    "Modern Day Catastrophists" is a punk rock song by Bad Religion from their 1993 album *Recipe for Hate*, reflecting the band's characteristic socially and politically critical themes.
  • D. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • E. When Disaster Strikes...
    "When Disaster Strikes..." is the second studio album by American rapper Busta Rhymes, noted for its energetic delivery, inventive wordplay, and late-1990s East Coast hip-hop sound.
  • 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_69e0b4fee5ac8190875fa9ceba1a5e5e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb9f53e88190847f93e0bbca6ea0 completed April 21, 2026, 4:22 a.m.
Created at: April 16, 2026, 1:43 p.m.