Triple
T19209673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeffrey Sachs |
E480322
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Age of Sustainable Development |
—
|
NE NERFINISHED |
How this triple was built (3 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 Age of Sustainable Development | Statement: [Jeffrey Sachs, notableWork, The Age of Sustainable Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Age of Sustainable Development Context triple: [Jeffrey Sachs, notableWork, The Age of Sustainable Development]
-
A.
The Wisdom of Sustainability
The Wisdom of Sustainability is a book by Thai activist and Buddhist scholar Sulak Sivaraksa that explores socially engaged Buddhism, environmental responsibility, and alternative development grounded in ethical and spiritual values.
-
B.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
C.
The Only Sustainable Edge
The Only Sustainable Edge is a business and management book that explores how companies can gain long-term competitive advantage through continuous learning, collaboration, and leveraging global networks.
-
D.
The Challenge of the 21st Century
"The Challenge of the 21st Century" was a thematic focus of Expo 93 that explored emerging global issues and future-oriented innovations facing humanity in the new millennium.
-
E.
Eco-Age
Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Age of Sustainable Development Target entity description: The Age of Sustainable Development is a comprehensive book by economist Jeffrey Sachs that outlines the challenges and strategies for achieving global sustainable development in the 21st century.
-
A.
The Wisdom of Sustainability
The Wisdom of Sustainability is a book by Thai activist and Buddhist scholar Sulak Sivaraksa that explores socially engaged Buddhism, environmental responsibility, and alternative development grounded in ethical and spiritual values.
-
B.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
C.
The Only Sustainable Edge
The Only Sustainable Edge is a business and management book that explores how companies can gain long-term competitive advantage through continuous learning, collaboration, and leveraging global networks.
-
D.
The Challenge of the 21st Century
"The Challenge of the 21st Century" was a thematic focus of Expo 93 that explored emerging global issues and future-oriented innovations facing humanity in the new millennium.
-
E.
Eco-Age
Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
- F. None of above. chosen
Provenance (2 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f9a0d1248190953e36e44f0cafdd |
completed | April 20, 2026, 10:02 a.m. |
Created at: April 10, 2026, 1:20 p.m.