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Purpose: To systematically extract a high-volume list of relevant topics in response to a GPT prompt. Each entry is unrefined but categorized for downstream analysis, clustering, or tagging.
🧾 Format Structure (Excel or Table Format)
#
Topic
GPT Prompt Reference
Category
Notes
1
Drought resilience among smallholder farmers
Emerging climate challenges in Africa
Adaptation
Rural-specific
2
Climate-induced migration patterns in West Africa
Emerging climate challenges in Africa
Social Impact
Data required
3
Carbon pricing in national climate strategies
Government policies on climate change
Policy
High-priority
4
Youth-driven solar innovation labs
Ways youth can engage in climate action
Innovation
Cross-cutting
5
Microgrids in off-grid communities
Renewable energy projects in 2024
Energy
Sub-Saharan focus
📋 Example: SayPro Raw Topic List
GPT Prompt: “List 100 emerging climate change challenges in Africa in 2025”
#
Topic
1
Water scarcity in arid zones
2
Rapid desertification in the Sahel
3
Glacier loss in the Rwenzori Mountains
4
Flooding in coastal urban centers
5
Cyclone frequency in Mozambique
6
River erosion along the Nile
7
Invasive species spread due to warming
8
Heat-related mortality in urban slums
9
Decline in livestock productivity
10
Disruption of pastoral migration routes
…
…
100
Saltwater intrusion into freshwater aquifers
✅ Instructions for Use
Each prompt generates a minimum of 100 topics
Categorize them manually or by AI-assisted tagging (e.g., climate risk, policy, innovation)
Store each list in a centralized SayPro folder, named using this format:
SayPro_RawTopicList_[PromptKey]_[YYYY-MM].xlsx
Include GPT prompt as metadata in the file or as a header note.
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