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  This Dataset includes 980,065 geographic names as of September 10, 2023.
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- It is likely that no currently released LLMs are pretrained on datasets that contain some of these geographic names (i.e., features), descriptions, and histories.
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  Example: *feature_name: Abercrombie Gulch*
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  - GPT-3.5 responds "I'm not aware of a specific location called Abercrombie Gulch in my training data,..." when prompted about this name.
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- - Here is the description found in this Dataset about this name. "Abercrombie Gulch trends N-S 3 mi. on a tributary of Lowe River, 2.5 mi. S of Valdez; Chugach Mts. Named in 1911 by J. W. Bagley, and F. E. Giffin, U.S. Geological Survey (USGS), for Captain William R. Abercrombie, USA, who explored this area in 1884 and 1898-99."
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  This Dataset also includes geographic point locations.
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  This Dataset includes 980,065 geographic names as of September 10, 2023.
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+ It is apparent that no currently released LLMs are pretrained on datasets with many of these geographic names (i.e., features), descriptions, and histories.
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  Example: *feature_name: Abercrombie Gulch*
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  - GPT-3.5 responds "I'm not aware of a specific location called Abercrombie Gulch in my training data,..." when prompted about this name.
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+ - Here is the description found in this Dataset about that name. "Abercrombie Gulch trends N-S 3 mi. on a tributary of Lowe River, 2.5 mi. S of Valdez; Chugach Mts. Named in 1911 by J. W. Bagley, and F. E. Giffin, U.S. Geological Survey (USGS), for Captain William R. Abercrombie, USA, who explored this area in 1884 and 1898-99."
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  This Dataset also includes geographic point locations.
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