Triple
T9481772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Broome |
E228657
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Climate Matters: Ethics in a Warming World
Climate Matters: Ethics in a Warming World is a philosophical work by John Broome that examines the moral responsibilities of individuals and governments in responding to climate change.
|
E803080
|
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: Climate Matters: Ethics in a Warming World | Statement: [John Broome, notableWork, Climate Matters: Ethics in a Warming World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Climate Matters: Ethics in a Warming World Context triple: [John Broome, notableWork, Climate Matters: Ethics in a Warming World]
-
A.
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.
-
B.
Ethics for the New Millennium
Ethics for the New Millennium is a philosophical and spiritual book by the 14th Dalai Lama that outlines a universal, secular approach to compassion and moral living in the modern world.
-
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.
Facing Gaia: Eight Lectures on the New Climatic Regime
"Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
-
E.
Eco-Republic: What the Ancients Can Teach Us about Ethics, Virtue, and Sustainable Living
Eco-Republic: What the Ancients Can Teach Us about Ethics, Virtue, and Sustainable Living is a philosophical work that draws on classical Greek political thought, especially Plato, to explore how ancient ideas of virtue and citizenship can inform contemporary approaches to environmental sustainability and democratic life.
- 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: Climate Matters: Ethics in a Warming World Triple: [John Broome, notableWork, Climate Matters: Ethics in a Warming World]
Generated description
Climate Matters: Ethics in a Warming World is a philosophical work by John Broome that examines the moral responsibilities of individuals and governments in responding to climate change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Climate Matters: Ethics in a Warming World Target entity description: Climate Matters: Ethics in a Warming World is a philosophical work by John Broome that examines the moral responsibilities of individuals and governments in responding to climate change.
-
A.
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.
-
B.
Ethics for the New Millennium
Ethics for the New Millennium is a philosophical and spiritual book by the 14th Dalai Lama that outlines a universal, secular approach to compassion and moral living in the modern world.
-
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.
Facing Gaia: Eight Lectures on the New Climatic Regime
"Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
-
E.
Eco-Republic: What the Ancients Can Teach Us about Ethics, Virtue, and Sustainable Living
Eco-Republic: What the Ancients Can Teach Us about Ethics, Virtue, and Sustainable Living is a philosophical work that draws on classical Greek political thought, especially Plato, to explore how ancient ideas of virtue and citizenship can inform contemporary approaches to environmental sustainability and democratic life.
- 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd804af6d08190a281cb27407c791c |
completed | April 1, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cfebb6c8190af3296c7bfd8b3e4 |
completed | April 4, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69d12eba9968819085b9ec027c6e2814 |
completed | April 4, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12f1ccad08190907b812a12efa65b |
completed | April 4, 2026, 3:32 p.m. |
Created at: March 30, 2026, 7:55 p.m.