Triple

T10165437
Position Surface form Disambiguated ID Type / Status
Subject Leonardo Boff E235193 entity
Predicate notableWork P4 FINISHED
Object Ecology and Liberation
Ecology and Liberation is a theological work by Leonardo Boff that links environmental concerns with social justice and liberation theology, arguing for the ethical and spiritual imperative of ecological responsibility.
E845706 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: Ecology and Liberation | Statement: [Leonardo Boff, notableWork, Ecology and Liberation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ecology and Liberation
Context triple: [Leonardo Boff, notableWork, Ecology and Liberation]
  • 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. 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.
  • C. 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.
  • D. 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.
  • 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: Ecology and Liberation
Triple: [Leonardo Boff, notableWork, Ecology and Liberation]
Generated description
Ecology and Liberation is a theological work by Leonardo Boff that links environmental concerns with social justice and liberation theology, arguing for the ethical and spiritual imperative of ecological responsibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ecology and Liberation
Target entity description: Ecology and Liberation is a theological work by Leonardo Boff that links environmental concerns with social justice and liberation theology, arguing for the ethical and spiritual imperative of ecological responsibility.
  • 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. 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.
  • C. 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.
  • D. 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.
  • 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_69ca84ceafd0819085828600e11bed6b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec6cf27481909f38839452ac0e37 completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300d672fc8190ad5b937d02a737fd completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:10 p.m.