Triple
T2287136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nature’s Services: Societal Dependence on Natural Ecosystems |
E51417
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | The New Economy of Nature: The Quest to Make Conservation Profitable |
E51418
|
NE FINISHED |
How this triple was built (2 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 New Economy of Nature: The Quest to Make Conservation Profitable | Statement: [Nature’s Services: Societal Dependence on Natural Ecosystems, relatedWork, The New Economy of Nature: The Quest to Make Conservation Profitable]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The New Economy of Nature: The Quest to Make Conservation Profitable Context triple: [Nature’s Services: Societal Dependence on Natural Ecosystems, relatedWork, The New Economy of Nature: The Quest to Make Conservation Profitable]
-
A.
The New Economy of Nature: The Quest to Make Conservation Profitable
chosen
"The New Economy of Nature: The Quest to Make Conservation Profitable" is a book that explores how economic incentives and market-based approaches can be used to protect ecosystems and biodiversity.
-
B.
The Economics of Biodiversity: The Dasgupta Review
The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
-
C.
Nature’s Services: Societal Dependence on Natural Ecosystems
"Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
-
D.
The human roots of the ecological crisis
"The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
-
E.
Ecological Economics: Principles and Applications
Ecological Economics: Principles and Applications is a foundational textbook that introduces the theory and practice of ecological economics, emphasizing the integration of ecological limits with economic analysis and policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc24868048190940512fd6449d99e |
completed | March 7, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f1b2a7c8190aa836f9feba2ce1a |
completed | March 9, 2026, 8:04 a.m. |
Created at: March 4, 2026, 7:48 p.m.