Raw mountaineering club journals were mined using GPT4o reasoning model to extract entities relating to snow or ice and associated locations and dates.
Every single entity and their associated labels were manually verified by a human against the ground truth text to check for correctness and to repair hallucination.
Locations were then fuzzy matched by a human against broad features within the Cairngorms such as the Ben Macdui area, or mapped outside of the Cairngorm region.
Despite the… See the full description on the dataset page:
https://huggingface.co/datasets/SimonF92-Snow/Curated_Cairngorm_Journal_Snow_Observations_1893_2023.
