Triple
T4958735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Georgescu-Roegen |
E111349
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
degrowth movement
The degrowth movement is a social, political, and economic movement that advocates deliberately scaling down production and consumption to achieve ecological sustainability, social equity, and improved well-being beyond the pursuit of endless economic growth.
|
E482429
|
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: degrowth movement | Statement: [Nicholas Georgescu-Roegen, influenced, degrowth movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: degrowth movement Context triple: [Nicholas Georgescu-Roegen, influenced, degrowth movement]
-
A.
limits to growth
Limits to Growth is a seminal 1972 report and concept in systems thinking that models how exponential economic and population growth can exceed the planet’s finite resources, leading to potential ecological and societal collapse.
-
B.
Steady-State Economics
Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
-
C.
Deep Economy
Deep Economy is a nonfiction book by environmentalist Bill McKibben that critiques growth-driven economics and advocates for more localized, sustainable, and community-centered alternatives.
-
D.
Green New Deal
The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
-
E.
Natural Capitalism
Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
- 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: degrowth movement Triple: [Nicholas Georgescu-Roegen, influenced, degrowth movement]
Generated description
The degrowth movement is a social, political, and economic movement that advocates deliberately scaling down production and consumption to achieve ecological sustainability, social equity, and improved well-being beyond the pursuit of endless economic growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: degrowth movement Target entity description: The degrowth movement is a social, political, and economic movement that advocates deliberately scaling down production and consumption to achieve ecological sustainability, social equity, and improved well-being beyond the pursuit of endless economic growth.
-
A.
limits to growth
Limits to Growth is a seminal 1972 report and concept in systems thinking that models how exponential economic and population growth can exceed the planet’s finite resources, leading to potential ecological and societal collapse.
-
B.
Steady-State Economics
Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
-
C.
Deep Economy
Deep Economy is a nonfiction book by environmentalist Bill McKibben that critiques growth-driven economics and advocates for more localized, sustainable, and community-centered alternatives.
-
D.
Green New Deal
The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
-
E.
Natural Capitalism
Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d957cc8190b82fdd1ca61924bf |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81e4ccc4819090223633fdb04eee |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be83c923e08190848def2824a268b8 |
completed | March 21, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be84d36c74819097a88f29ef409d20 |
completed | March 21, 2026, 11:45 a.m. |
Created at: March 20, 2026, 1:32 p.m.