Triple

T7600120
Position Surface form Disambiguated ID Type / Status
Subject Murray Bookchin E179960 entity
Predicate notableWork P4 FINISHED
Object Toward an Ecological Society
Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
E676224 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: Toward an Ecological Society | Statement: [Murray Bookchin, notableWork, Toward an Ecological Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toward an Ecological Society
Context triple: [Murray Bookchin, notableWork, Toward an Ecological Society]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Cultural Environmentalism and Beyond
    "Cultural Environmentalism and Beyond" is a scholarly work by legal theorist James Boyle that explores the protection of the public domain and cultural commons in the face of expanding intellectual property rights.
  • 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: Toward an Ecological Society
Triple: [Murray Bookchin, notableWork, Toward an Ecological Society]
Generated description
Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toward an Ecological Society
Target entity description: Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Cultural Environmentalism and Beyond
    "Cultural Environmentalism and Beyond" is a scholarly work by legal theorist James Boyle that explores the protection of the public domain and cultural commons in the face of expanding intellectual property rights.
  • 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_69c86846192c81909154e6cf60b21157 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c869294ddc8190a3f176e5dec91386 completed March 28, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69c869aa42c88190821913e5ce653f50 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:53 p.m.