Triple
T5424971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Very Short Introductions |
E121340
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Very Short Introductions to environment and ecology
Very Short Introductions to Environment and Ecology is a concise, accessible book that provides an overview of key concepts, issues, and debates in environmental science and ecological thinking as part of Oxford University Press’s Very Short Introductions series.
|
E518747
|
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: Very Short Introductions to environment and ecology | Statement: [Very Short Introductions, hasPart, Very Short Introductions to environment and ecology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Very Short Introductions to environment and ecology Context triple: [Very Short Introductions, hasPart, Very Short Introductions to environment and ecology]
-
A.
"A Citizen’s Guide to Ecology"
"A Citizen’s Guide to Ecology" is an accessible, non-technical book by ecologist Lawrence B. Slobodkin that introduces lay readers to key ecological principles and their relevance to everyday environmental issues.
-
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.
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.
-
D.
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.
-
E.
Ecology, Community and Lifestyle
Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
- 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: Very Short Introductions to environment and ecology Triple: [Very Short Introductions, hasPart, Very Short Introductions to environment and ecology]
Generated description
Very Short Introductions to Environment and Ecology is a concise, accessible book that provides an overview of key concepts, issues, and debates in environmental science and ecological thinking as part of Oxford University Press’s Very Short Introductions series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Very Short Introductions to environment and ecology Target entity description: Very Short Introductions to Environment and Ecology is a concise, accessible book that provides an overview of key concepts, issues, and debates in environmental science and ecological thinking as part of Oxford University Press’s Very Short Introductions series.
-
A.
"A Citizen’s Guide to Ecology"
"A Citizen’s Guide to Ecology" is an accessible, non-technical book by ecologist Lawrence B. Slobodkin that introduces lay readers to key ecological principles and their relevance to everyday environmental issues.
-
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.
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.
-
D.
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.
-
E.
Ecology, Community and Lifestyle
Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd88142b4c8190a0a9fce117aaef14 |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3abbd1e481909ffb443812a9485a |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3b663b148190807d35421c911d74 |
completed | March 22, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3c2b9d04819081a946e9f68c4eb2 |
completed | March 22, 2026, 12:47 a.m. |
Created at: March 20, 2026, 2:06 p.m.