Triple
T17015603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stern Review |
E412811
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Part I: The Science of Climate Change
Part I: The Science of Climate Change is the opening section of the Stern Review that explains the scientific basis, mechanisms, and evidence for human-driven climate change.
|
E1246731
|
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: Part I: The Science of Climate Change | Statement: [Stern Review, hasPart, Part I: The Science of Climate Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Part I: The Science of Climate Change Context triple: [Stern Review, hasPart, Part I: The Science of Climate Change]
-
A.
“What We Know About Climate Change”
“What We Know About Climate Change” is a concise, accessible book that explains the science, impacts, and policy implications of global climate change for a general audience.
-
B.
The Down-to-Earth Guide to Global Warming
The Down-to-Earth Guide to Global Warming is an accessible, illustrated book that explains the science, causes, and everyday solutions to climate change for a general and often younger audience.
-
C.
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.
-
D.
Climate Change 2001: The Scientific Basis
Climate Change 2001: The Scientific Basis is a major Intergovernmental Panel on Climate Change (IPCC) assessment report that comprehensively evaluates the physical science of climate change, including observations, theory, and projections.
-
E.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
- 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: Part I: The Science of Climate Change Triple: [Stern Review, hasPart, Part I: The Science of Climate Change]
Generated description
Part I: The Science of Climate Change is the opening section of the Stern Review that explains the scientific basis, mechanisms, and evidence for human-driven climate change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Part I: The Science of Climate Change Target entity description: Part I: The Science of Climate Change is the opening section of the Stern Review that explains the scientific basis, mechanisms, and evidence for human-driven climate change.
-
A.
“What We Know About Climate Change”
“What We Know About Climate Change” is a concise, accessible book that explains the science, impacts, and policy implications of global climate change for a general audience.
-
B.
The Down-to-Earth Guide to Global Warming
The Down-to-Earth Guide to Global Warming is an accessible, illustrated book that explains the science, causes, and everyday solutions to climate change for a general and often younger audience.
-
C.
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.
-
D.
Climate Change 2001: The Scientific Basis
Climate Change 2001: The Scientific Basis is a major Intergovernmental Panel on Climate Change (IPCC) assessment report that comprehensively evaluates the physical science of climate change, including observations, theory, and projections.
-
E.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d47f198c8190b0473f638101f606 |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4ba2a88190a49d355836ff1dcf |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011d5d720c8190ba6f7146a8a5f7f4 |
completed | May 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011dd998888190a60d3880fd5c20c2 |
completed | May 11, 2026, 12:07 a.m. |
Created at: April 10, 2026, 5:33 a.m.