Triple

T7600118
Position Surface form Disambiguated ID Type / Status
Subject Murray Bookchin E179960 entity
Predicate notableWork P4 FINISHED
Object The Ecology of Freedom
The Ecology of Freedom is a seminal 1982 work of social ecology by Murray Bookchin that explores the historical roots of hierarchy and domination and argues for a decentralized, ecological, and liberatory society.
E674641 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 Ecology of Freedom | Statement: [Murray Bookchin, notableWork, The Ecology of Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Ecology of Freedom
Context triple: [Murray Bookchin, notableWork, The Ecology of Freedom]
  • A. The Deep Ecology Movement
    The Deep Ecology Movement is an environmental philosophy and activist movement that advocates for the intrinsic value of all living beings and calls for profound changes in human societies to live in harmony with the natural world.
  • B. 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.
  • C. Freedom and Nature: The Voluntary and the Involuntary
    Freedom and Nature: The Voluntary and the Involuntary is a major philosophical work by Paul Ricoeur that explores the complex relationship between human freedom and the constraints of bodily, psychological, and natural necessity.
  • D. Staying Alive: Women, Ecology and Development
    "Staying Alive: Women, Ecology and Development" is a seminal ecofeminist work by Vandana Shiva that critiques Western development models and explores the interconnected oppression of women and nature.
  • E. 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.
  • 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 Ecology of Freedom
Triple: [Murray Bookchin, notableWork, The Ecology of Freedom]
Generated description
The Ecology of Freedom is a seminal 1982 work of social ecology by Murray Bookchin that explores the historical roots of hierarchy and domination and argues for a decentralized, ecological, and liberatory society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Ecology of Freedom
Target entity description: The Ecology of Freedom is a seminal 1982 work of social ecology by Murray Bookchin that explores the historical roots of hierarchy and domination and argues for a decentralized, ecological, and liberatory society.
  • A. The Deep Ecology Movement
    The Deep Ecology Movement is an environmental philosophy and activist movement that advocates for the intrinsic value of all living beings and calls for profound changes in human societies to live in harmony with the natural world.
  • B. 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.
  • C. Freedom and Nature: The Voluntary and the Involuntary
    Freedom and Nature: The Voluntary and the Involuntary is a major philosophical work by Paul Ricoeur that explores the complex relationship between human freedom and the constraints of bodily, psychological, and natural necessity.
  • D. Staying Alive: Women, Ecology and Development
    "Staying Alive: Women, Ecology and Development" is a seminal ecofeminist work by Vandana Shiva that critiques Western development models and explores the interconnected oppression of women and nature.
  • E. 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.
  • 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_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9d7cb288190b40ff5c9a09297d9 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861ad08bc8190b3fc22109579a47d completed March 28, 2026, 11:18 p.m.
NEDg Description generation batch_69c86239eb348190b5a0b83d280000e2 completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862a2f6808190942a22bf93994408 completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.