Triple

T4382692
Position Surface form Disambiguated ID Type / Status
Subject Mike Berners-Lee E99165 entity
Predicate notableWork P4 FINISHED
Object 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.
E436452 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: There Is No Planet B: A Handbook for the Make or Break Years | Statement: [Mike Berners-Lee, notableWork, There Is No Planet B: A Handbook for the Make or Break Years]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: There Is No Planet B: A Handbook for the Make or Break Years
Context triple: [Mike Berners-Lee, notableWork, There Is No Planet B: A Handbook for the Make or Break Years]
  • A. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • B. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • C. How to Avoid a Climate Disaster
    "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.
  • D. The Climate Book
    The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
  • E. Half-Earth: Our Planet’s Fight for Life
    Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
  • 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: There Is No Planet B: A Handbook for the Make or Break Years
Triple: [Mike Berners-Lee, notableWork, There Is No Planet B: A Handbook for the Make or Break Years]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: There Is No Planet B: A Handbook for the Make or Break Years
Target entity description: "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.
  • A. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • B. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • C. How to Avoid a Climate Disaster
    "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.
  • D. The Climate Book
    The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
  • E. Half-Earth: Our Planet’s Fight for Life
    Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35262649c8190a724c9835cb7ece6 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e523cc5c8190b9884f83d433982c completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
Created at: March 12, 2026, 11:18 p.m.