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[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "buffer", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "buffer_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_05", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 8, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 9, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_02", "num_candidates": 10, "anchor_source": "natural_earth", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "contain_multi_01", "num_candidates": 8, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "buffer", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "buffer_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_02", "num_candidates": 10, "anchor_source": "natural_earth", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_02", "num_candidates": 10, "anchor_source": "natural_earth", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_02", "num_candidates": 10, "anchor_source": "natural_earth", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "attribute_filter", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "attr_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "buffer", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "buffer_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "attribute_filter", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "attr_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "contain_multi_01", "num_candidates": 8, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "window_function", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "window_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_02", "num_candidates": 10, "anchor_source": "natural_earth", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "containment", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "contain_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "direct_lookup", "sql_difficulty": "easy", "grounding_difficulty": "medium", "template_id": "lookup_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "border_corridor", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "corridor_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "buffer", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "buffer_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "set_operations", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "union_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_02", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_04", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_05", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "multi_adjacency", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "multi_adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "attribute_filter", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "attr_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "partial_selection", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "partial_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "aggregation", "sql_difficulty": "hard", "grounding_difficulty": "medium", "template_id": "agg_03", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "intersection", "sql_difficulty": "medium-hard", "grounding_difficulty": "medium", "template_id": "intersect_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
[ { "role": "system", "content": "You are a geographic entity extractor. Extract place names from the user query and return valid JSON only.\n\nOUTPUT FORMAT:\n{\"places\": [{\"place\": \"<name>\", \"country\": \"<ISO-2>\", \"subtype\": \"<subtype>\"}]}\n\"country\" and \"subtype\" are optional; omit if not a...
{ "task_family": "adjacency", "sql_difficulty": "medium", "grounding_difficulty": "medium", "template_id": "adj_01", "num_candidates": 10, "anchor_source": "divisions_area", "sql_verified": true }
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Gazet Dataset

Synthetic training data for finetuning small language models on geospatial tasks over Overture Maps and Natural Earth parquet datasets.

Tasks

SQL generation (sql/)

Input: user query + fuzzy-matched candidate entities (CSV)
Output: DuckDB spatial SQL query

Place extraction (places/)

Input: natural language query
Output: structured JSON with place names, country codes, and subtypes

Format

Each JSONL row is a conversation in chat-template format:

{
  "messages": [
    {"role": "system", "content": "..."},
    {"role": "user", "content": "..."},
    {"role": "assistant", "content": "..."}
  ]
}

Splits

Task Train Val Test
SQL sql/train.jsonl sql/val.jsonl sql/test.jsonl
Places places/train.jsonl places/val.jsonl places/test.jsonl

See stats.json for per-family sample counts.

Generation

Data is generated from SQL templates applied to real Overture/Natural Earth spatial relations (adjacency, containment, intersection, etc.). Templates produce both the training SQL and the natural language question.

Code & Development

This model was trained and evaluated using code in the developmentseed/gazet GitHub repository.

Trained model

developmentseed/gazet-model - Qwen3.5-0.8B finetuned on this dataset

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Models trained or fine-tuned on developmentseed/gazet-dataset