Triple
T23072488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Storms of My Grandchildren |
E575233
|
entity |
| Predicate | hasSubtitle |
P1916
|
FINISHED |
| Object |
The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity
"The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity" is the subtitle of James Hansen’s book *Storms of My Grandchildren*, which warns about the severe future impacts of climate change and advocates for urgent global action to prevent them.
|
E1569508
|
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: The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity | Statement: [Storms of My Grandchildren, hasSubtitle, The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity Context triple: [Storms of My Grandchildren, hasSubtitle, The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Heat: How to Stop the Planet Burning
Heat: How to Stop the Planet Burning is a non-fiction book that presents a detailed, science-based plan for drastically reducing greenhouse gas emissions to tackle climate change.
-
E.
Earth’s Climate Crisis and the Fate of Humanity
"Earth’s Climate Crisis and the Fate of Humanity" is the subtitle of James Lovelock’s environmental science book *The Revenge of Gaia*, emphasizing the urgent, existential threat that global climate change poses to human civilization.
- 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: The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity Triple: [Storms of My Grandchildren, hasSubtitle, The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity]
Generated description
"The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity" is the subtitle of James Hansen’s book *Storms of My Grandchildren*, which warns about the severe future impacts of climate change and advocates for urgent global action to prevent them.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity Target entity description: "The Truth About the Coming Climate Catastrophe and Our Last Chance to Save Humanity" is the subtitle of James Hansen’s book *Storms of My Grandchildren*, which warns about the severe future impacts of climate change and advocates for urgent global action to prevent them.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Heat: How to Stop the Planet Burning
Heat: How to Stop the Planet Burning is a non-fiction book that presents a detailed, science-based plan for drastically reducing greenhouse gas emissions to tackle climate change.
-
E.
Earth’s Climate Crisis and the Fate of Humanity
"Earth’s Climate Crisis and the Fate of Humanity" is the subtitle of James Lovelock’s environmental science book *The Revenge of Gaia*, emphasizing the urgent, existential threat that global climate change poses to human civilization.
- 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_69e245be28d48190ad1348d5a73db37d |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18c60fa6c81908496f181c7d62033 |
completed | April 29, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c15a941748190b6c44e4a6e6256e2 |
completed | May 19, 2026, 7:47 a.m. |
| NEDg | Description generation | batch_6a0c1647dc2881909ee6c13b48b71b8d |
completed | May 19, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c187f6eec81909cf9a62835d56391 |
completed | May 19, 2026, 7:59 a.m. |
Created at: April 17, 2026, 3:56 p.m.