Triple

T18577577
Position Surface form Disambiguated ID Type / Status
Subject Joanna Macy E454023 entity
Predicate hasConcept P531 FINISHED
Object the Great Turning
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.
E1332265 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: 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.
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: the Great Turning
Triple: [Joanna Macy, hasConcept, the Great Turning]
Generated 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.
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 (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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543cd6a3c8190b38059e71ec3f7b2 completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f88ad578819086a5dd6cc8b01f15 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9bcca8881908952767c4fc418c8 completed May 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a04fa25d5d08190b28dae1a1ebb1ff6 completed May 13, 2026, 10:24 p.m.
Created at: April 10, 2026, 11:43 a.m.