Triple

T16855894
Position Surface form Disambiguated ID Type / Status
Subject Plan B 3.0 E409780 entity
Predicate title P38 FINISHED
Object Plan B 3.0: Mobilizing to Save Civilization
Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
E1236358 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: Plan B 3.0: Mobilizing to Save Civilization | Statement: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plan B 3.0: Mobilizing to Save Civilization
Context triple: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
  • A. Collapse: How Societies Choose to Fail or Succeed
    Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
  • B. 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.
  • C. The Architecture of Collapse
    The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
  • D. There Is No Planet B: A Handbook for the Make or Break Years
    "There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
  • E. From Plan to Planet
    From Plan to Planet is a seminal book of poetry and essays by Haki R. Madhubuti that advances Black nationalist thought, cultural pride, and social critique within the Black Arts Movement.
  • 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: Plan B 3.0: Mobilizing to Save Civilization
Triple: [Plan B 3.0, title, Plan B 3.0: Mobilizing to Save Civilization]
Generated description
Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plan B 3.0: Mobilizing to Save Civilization
Target entity description: Plan B 3.0: Mobilizing to Save Civilization is an environmental and policy-focused book by Lester R. Brown that outlines a comprehensive global strategy for addressing climate change, resource depletion, and other threats to modern civilization.
  • A. Collapse: How Societies Choose to Fail or Succeed
    Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
  • B. 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.
  • C. The Architecture of Collapse
    The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
  • D. There Is No Planet B: A Handbook for the Make or Break Years
    "There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
  • E. From Plan to Planet
    From Plan to Planet is a seminal book of poetry and essays by Haki R. Madhubuti that advances Black nationalist thought, cultural pride, and social critique within the Black Arts Movement.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b37d69a08190af18b421066f44f1 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb2337348190ae79dc4b188c94cf completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbe7e4c4819081d0bfd1ac427c49 completed May 10, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc73e4e88190a8327ba48174f923 completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:24 a.m.