Triple
T18902295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geodyssey series |
E462365
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Climate of Change
"Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
|
E1348198
|
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 of Change | Statement: [Geodyssey series, hasPart, Climate of Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Climate of Change Context triple: [Geodyssey series, hasPart, Climate of Change]
-
A.
Nature Climate Change
Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
-
B.
How to Prepare for Climate Change
"How to Prepare for Climate Change" is a practical, accessible guidebook that helps individuals and families anticipate, adapt to, and build resilience against the wide-ranging impacts of a warming planet.
-
C.
Down to Earth: Politics in the New Climatic Regime
Down to Earth: Politics in the New Climatic Regime is a philosophical and political treatise by Bruno Latour that examines how climate change destabilizes traditional notions of territory, sovereignty, and globalization, and proposes a new framework for rethinking politics in the Anthropocene.
-
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.
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.
- 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 of Change Triple: [Geodyssey series, hasPart, Climate of Change]
Generated description
"Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Climate of Change Target entity description: "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
-
A.
Nature Climate Change
Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
-
B.
How to Prepare for Climate Change
"How to Prepare for Climate Change" is a practical, accessible guidebook that helps individuals and families anticipate, adapt to, and build resilience against the wide-ranging impacts of a warming planet.
-
C.
Down to Earth: Politics in the New Climatic Regime
Down to Earth: Politics in the New Climatic Regime is a philosophical and political treatise by Bruno Latour that examines how climate change destabilizes traditional notions of territory, sovereignty, and globalization, and proposes a new framework for rethinking politics in the Anthropocene.
-
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.
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.
- 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52a4b4c8190b5821996e3c1741d |
completed | April 20, 2026, 6:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0582bc878c8190bfb5f058aa272225 |
completed | May 14, 2026, 8:07 a.m. |
| NEDg | Description generation | batch_6a05871baa5881908c3c0f407b2d82c0 |
completed | May 14, 2026, 8:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0587acbf1c819088bae20aa89783eb |
completed | May 14, 2026, 8:28 a.m. |
Created at: April 10, 2026, 11:58 a.m.