Triple

T20934685
Position Surface form Disambiguated ID Type / Status
Subject The Solutions We Have and the Breakthroughs We Need E515551 entity
Predicate parentWorkFullTitle P24260 FINISHED
Object How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need 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: How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need | Statement: [The Solutions We Have and the Breakthroughs We Need, parentWorkFullTitle, How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need
Context triple: [The Solutions We Have and the Breakthroughs We Need, parentWorkFullTitle, How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need]
  • A. How to Avoid a Climate Disaster chosen
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • B. Hope in Hell: A Decade to Confront the Climate Emergency
    "Hope in Hell: A Decade to Confront the Climate Emergency" is a non-fiction book by environmentalist Jonathan Porritt that argues for urgent, transformative action to address the climate crisis while outlining reasons for realistic optimism.
  • C. The Story of More: How We Got to Climate Change and Where to Go from Here
    "The Story of More: How We Got to Climate Change and Where to Go from Here" is a nonfiction book by Hope Jahren that explains the causes and consequences of climate change through accessible science and personal narrative while outlining practical steps for reducing our environmental impact.
  • D. The Solutions We Have and the Breakthroughs We Need
    "The Solutions We Have and the Breakthroughs We Need" is the subtitle of Bill Gates's book *How to Avoid a Climate Disaster*, emphasizing its focus on existing tools and future innovations needed to tackle climate change.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: parentWorkFullTitle
Context triple: [The Solutions We Have and the Breakthroughs We Need, parentWorkFullTitle, How to Avoid a Climate Disaster: The Solutions We Have and the Breakthroughs We Need]
  • A. parentWorkTitle chosen
    Indicates that the value is the title of a larger or original work of which the current item is a part, adaptation, or derivative.
  • B. parentOccupation
    Indicates that one entity has an occupation which is the job or profession of the other entity’s parent.
  • C. parentEmployer
    Indicates that one organization is the direct or higher-level employer of another organization or entity.
  • D. workTitle
    Indicates the formal title or name of a work (such as a book, artwork, or composition) associated with an entity.
  • E. parentTitle
    Indicates that one entity has a title that is the parent or higher-level title of another entity’s title in a hierarchical structure.
  • F. None of above.

Provenance (3 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f94fc194819099df82357a7f33c7 completed April 21, 2026, 4:13 a.m.
PD Predicate disambiguation batch_69e5c9af1fe08190953366a466950140 completed April 20, 2026, 6:37 a.m.
Created at: April 16, 2026, 12:49 p.m.