Triple
T18577577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joanna Macy |
E454023
|
entity |
| Predicate | hasConcept |
P531
|
FINISHED |
| Object | the Great Turning |
—
|
NE NERFINISHED |
How this triple was built (3 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 Great Turning | Statement: [Joanna Macy, hasConcept, the Great Turning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: the Great Turning Context triple: [Joanna Macy, hasConcept, the Great Turning]
-
A.
Earth in the Balance
Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
-
B.
The Natural Step
The Natural Step is an international non-profit organization and framework for sustainable development that provides science-based principles to guide businesses and communities toward environmental and social sustainability.
-
C.
Go Gently: Actionable Steps to Nurture Yourself and the Planet
"Go Gently: Actionable Steps to Nurture Yourself and the Planet" is a practical guidebook offering simple, sustainable lifestyle changes to support personal well-being and environmental health.
-
D.
The Great Work: Our Way into the Future
The Great Work: Our Way into the Future is a seminal environmental and cultural philosophy book by Thomas Berry that calls for a transformative, ecologically centered relationship between humans and the Earth.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: the Great Turning Target entity description: The Great Turning is an eco-philosophical framework popularized by Joanna Macy that envisions a civilizational shift from industrial growth society to a life-sustaining, ecologically just culture.
-
A.
Earth in the Balance
Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
-
B.
The Natural Step
The Natural Step is an international non-profit organization and framework for sustainable development that provides science-based principles to guide businesses and communities toward environmental and social sustainability.
-
C.
Go Gently: Actionable Steps to Nurture Yourself and the Planet
"Go Gently: Actionable Steps to Nurture Yourself and the Planet" is a practical guidebook offering simple, sustainable lifestyle changes to support personal well-being and environmental health.
-
D.
The Great Work: Our Way into the Future
The Great Work: Our Way into the Future is a seminal environmental and cultural philosophy book by Thomas Berry that calls for a transformative, ecologically centered relationship between humans and the Earth.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e543cd6a3c8190b38059e71ec3f7b2 |
completed | April 19, 2026, 9:06 p.m. |
Created at: April 10, 2026, 11:43 a.m.