Triple

T279676
Position Surface form Disambiguated ID Type / Status
Subject Laudato si' E5324 entity
Predicate hasSection P35 FINISHED
Object 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.
E36358 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 human roots of the ecological crisis | Statement: [Laudato si', hasSection, The human roots of the ecological crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The human roots of the ecological crisis
Context triple: [Laudato si', hasSection, The human roots of the ecological crisis]
  • A. 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.
  • B. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • C. The Economics of Biodiversity: The Dasgupta Review
    The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
  • D. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • E. Who Speaks for Earth?
    "Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
  • 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 human roots of the ecological crisis
Triple: [Laudato si', hasSection, The human roots of the ecological crisis]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The human roots of the ecological crisis
Target entity description: "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.
  • A. 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.
  • B. A Life on Our Planet
    A Life on Our Planet is a documentary film and companion book in which naturalist David Attenborough reflects on his lifetime of witnessing environmental change and issues a powerful call to address the climate and biodiversity crises.
  • C. The Economics of Biodiversity: The Dasgupta Review
    The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
  • D. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • E. Who Speaks for Earth?
    "Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25def95c48190bb8ab2259f67b583 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a394a2b1a081909bb78499544984da completed March 1, 2026, 1:21 a.m.
NEDg Description generation batch_69a3956f12208190bdfc4f265b712ce8 completed March 1, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_69a395e03da8819095339cc6f9a230e4 completed March 1, 2026, 1:26 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.