GPSBench-10pct / data /track_applied /splits /task9_spatial_patterns_dev.json
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[
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 5.7,
"lon": -1.65,
"name": "Assin Foso"
},
{
"lat": 27.55642,
"lon": 30.81057,
"name": "Dayrūţ"
},
{
"lat": 29.14816,
"lon": 31.12733,
"name": "Būsh"
},
{
"lat": -3.21799,
"lon": 40.11692,
"name": "Malindi"
},
{
"lat": -29.17139,
"lon": -51.51917,
"name": "Bento Gonçalves"
}
],
"question": "Which location is the geographic outlier among: Assin Foso, Dayrūţ, Būsh, Malindi, Bento Gonçalves?",
"ground_truth": {
"answer": "Bento Gonçalves",
"outlier_distance_km": 7619.7,
"second_furthest_km": 3521.5,
"clarity_ratio": 2.16,
"median_distance_km": 3413.0,
"distances_to_centroid": {
"Assin Foso": 1264.4,
"Dayrūţ": 3267.6,
"Būsh": 3413.0,
"Malindi": 3521.5,
"Bento Gonçalves": 7619.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Assin Foso: (5.70°, -1.65°)",
" Dayrūţ: (27.56°, 30.81°)",
" Būsh: (29.15°, 31.13°)",
" Malindi: (-3.22°, 40.12°)",
" Bento Gonçalves: (-29.17°, -51.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bento Gonçalves: 7619.7 km from centroid",
" Malindi: 3521.5 km from centroid",
" Būsh: 3413.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bento Gonçalves",
"FINAL ANSWER: Bento Gonçalves"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 41.00176,
"lon": -73.66568,
"name": "Port Chester"
},
{
"lat": 33.88399,
"lon": -84.51438,
"name": "Smyrna"
},
{
"lat": 19.26755,
"lon": -99.61925,
"name": "San Francisco Cuaxusco"
},
{
"lat": 49.22119,
"lon": -122.68965,
"name": "Pitt Meadows"
},
{
"lat": -23.84852,
"lon": 151.25775,
"name": "Gladstone"
}
],
"question": "Which location is the geographic outlier among: Port Chester, Smyrna, San Francisco Cuaxusco, Pitt Meadows, Gladstone?",
"ground_truth": {
"answer": "Gladstone",
"outlier_distance_km": 18277.0,
"second_furthest_km": 7085.3,
"clarity_ratio": 2.58,
"median_distance_km": 5551.8,
"distances_to_centroid": {
"Port Chester": 3205.6,
"Smyrna": 3899.1,
"San Francisco Cuaxusco": 5551.8,
"Pitt Meadows": 7085.3,
"Gladstone": 18277.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Port Chester: (41.00°, -73.67°)",
" Smyrna: (33.88°, -84.51°)",
" San Francisco Cuaxusco: (19.27°, -99.62°)",
" Pitt Meadows: (49.22°, -122.69°)",
" Gladstone: (-23.85°, 151.26°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gladstone: 18277.0 km from centroid",
" Pitt Meadows: 7085.3 km from centroid",
" San Francisco Cuaxusco: 5551.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gladstone",
"FINAL ANSWER: Gladstone"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 6.9827,
"lon": 7.45534,
"name": "Enugu-Ezike"
},
{
"lat": 6.75,
"lon": 38.41667,
"name": "Yirga ‘Alem"
},
{
"lat": 10.89469,
"lon": -1.09083,
"name": "Navrongo"
},
{
"lat": 7.11345,
"lon": 6.73866,
"name": "Idah"
},
{
"lat": 23.6658,
"lon": 86.43166,
"name": "Pāthardih"
}
],
"question": "Which location is the geographic outlier among: Enugu-Ezike, Yirga ‘Alem, Navrongo, Idah, Pāthardih?",
"ground_truth": {
"answer": "Pāthardih",
"outlier_distance_km": 6356.5,
"second_furthest_km": 3129.6,
"clarity_ratio": 2.03,
"median_distance_km": 2330.8,
"distances_to_centroid": {
"Enugu-Ezike": 2256.8,
"Yirga ‘Alem": 1282.8,
"Navrongo": 3129.6,
"Idah": 2330.8,
"Pāthardih": 6356.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Enugu-Ezike: (6.98°, 7.46°)",
" Yirga ‘Alem: (6.75°, 38.42°)",
" Navrongo: (10.89°, -1.09°)",
" Idah: (7.11°, 6.74°)",
" Pāthardih: (23.67°, 86.43°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Pāthardih: 6356.5 km from centroid",
" Navrongo: 3129.6 km from centroid",
" Idah: 2330.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Pāthardih",
"FINAL ANSWER: Pāthardih"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -39.6381,
"lon": 176.84918,
"name": "Hastings"
},
{
"lat": -12.48602,
"lon": 130.9833,
"name": "Palmerston"
},
{
"lat": -36.8582,
"lon": 174.62019,
"name": "Lincoln"
},
{
"lat": -37.83834,
"lon": 144.99149,
"name": "South Yarra"
},
{
"lat": 51.51312,
"lon": 10.25951,
"name": "Duderstadt"
}
],
"question": "Which location is the geographic outlier among: Hastings, Palmerston, Lincoln, South Yarra, Duderstadt?",
"ground_truth": {
"answer": "Duderstadt",
"outlier_distance_km": 13188.9,
"second_furthest_km": 5494.4,
"clarity_ratio": 2.4,
"median_distance_km": 5225.9,
"distances_to_centroid": {
"Hastings": 5494.4,
"Palmerston": 469.3,
"Lincoln": 5225.9,
"South Yarra": 3059.1,
"Duderstadt": 13188.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hastings: (-39.64°, 176.85°)",
" Palmerston: (-12.49°, 130.98°)",
" Lincoln: (-36.86°, 174.62°)",
" South Yarra: (-37.84°, 144.99°)",
" Duderstadt: (51.51°, 10.26°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Duderstadt: 13188.9 km from centroid",
" Hastings: 5494.4 km from centroid",
" Lincoln: 5225.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Duderstadt",
"FINAL ANSWER: Duderstadt"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 26.21286,
"lon": -80.24977,
"name": "Tamarac"
},
{
"lat": 40.3934,
"lon": -82.48572,
"name": "Mount Vernon"
},
{
"lat": 48.05176,
"lon": -122.17708,
"name": "Marysville"
},
{
"lat": 33.37642,
"lon": -117.25115,
"name": "Fallbrook"
},
{
"lat": -0.27088,
"lon": 36.37917,
"name": "Ol Kalou"
}
],
"question": "Which location is the geographic outlier among: Tamarac, Mount Vernon, Marysville, Fallbrook, Ol Kalou?",
"ground_truth": {
"answer": "Ol Kalou",
"outlier_distance_km": 11903.5,
"second_furthest_km": 4622.1,
"clarity_ratio": 2.58,
"median_distance_km": 4172.9,
"distances_to_centroid": {
"Tamarac": 789.6,
"Mount Vernon": 1473.0,
"Marysville": 4622.1,
"Fallbrook": 4172.9,
"Ol Kalou": 11903.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Tamarac: (26.21°, -80.25°)",
" Mount Vernon: (40.39°, -82.49°)",
" Marysville: (48.05°, -122.18°)",
" Fallbrook: (33.38°, -117.25°)",
" Ol Kalou: (-0.27°, 36.38°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ol Kalou: 11903.5 km from centroid",
" Marysville: 4622.1 km from centroid",
" Fallbrook: 4172.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ol Kalou",
"FINAL ANSWER: Ol Kalou"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.09869,
"lon": -75.91797,
"name": "Binghamton"
},
{
"lat": 46.28569,
"lon": -119.28446,
"name": "Richland"
},
{
"lat": 41.13815,
"lon": -73.54346,
"name": "North Stamford"
},
{
"lat": 29.53885,
"lon": -95.44744,
"name": "Fresno"
},
{
"lat": -33.9049,
"lon": 151.01996,
"name": "Yagoona"
}
],
"question": "Which location is the geographic outlier among: Binghamton, Richland, North Stamford, Fresno, Yagoona?",
"ground_truth": {
"answer": "Yagoona",
"outlier_distance_km": 18368.2,
"second_furthest_km": 7030.9,
"clarity_ratio": 2.61,
"median_distance_km": 5199.4,
"distances_to_centroid": {
"Binghamton": 3586.6,
"Richland": 7030.9,
"North Stamford": 3363.6,
"Fresno": 5199.4,
"Yagoona": 18368.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Binghamton: (42.10°, -75.92°)",
" Richland: (46.29°, -119.28°)",
" North Stamford: (41.14°, -73.54°)",
" Fresno: (29.54°, -95.45°)",
" Yagoona: (-33.90°, 151.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Yagoona: 18368.2 km from centroid",
" Richland: 7030.9 km from centroid",
" Fresno: 5199.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Yagoona",
"FINAL ANSWER: Yagoona"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 17.46885,
"lon": 106.62226,
"name": "Đồng Hới"
},
{
"lat": 12.33042,
"lon": 76.60213,
"name": "Hinakallu"
},
{
"lat": 21.34222,
"lon": 71.30633,
"name": "Kundla"
},
{
"lat": 14.04472,
"lon": 121.15861,
"name": "Malvar"
},
{
"lat": 41.48593,
"lon": -73.05066,
"name": "Naugatuck"
}
],
"question": "Which location is the geographic outlier among: Đồng Hới, Hinakallu, Kundla, Malvar, Naugatuck?",
"ground_truth": {
"answer": "Naugatuck",
"outlier_distance_km": 11551.7,
"second_furthest_km": 6437.7,
"clarity_ratio": 1.79,
"median_distance_km": 4837.0,
"distances_to_centroid": {
"Đồng Hới": 4837.0,
"Hinakallu": 1979.9,
"Kundla": 1116.1,
"Malvar": 6437.7,
"Naugatuck": 11551.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Đồng Hới: (17.47°, 106.62°)",
" Hinakallu: (12.33°, 76.60°)",
" Kundla: (21.34°, 71.31°)",
" Malvar: (14.04°, 121.16°)",
" Naugatuck: (41.49°, -73.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Naugatuck: 11551.7 km from centroid",
" Malvar: 6437.7 km from centroid",
" Đồng Hới: 4837.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Naugatuck",
"FINAL ANSWER: Naugatuck"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 39.72943,
"lon": -104.83192,
"name": "Aurora"
},
{
"lat": 37.70215,
"lon": -121.93579,
"name": "Dublin"
},
{
"lat": 29.56884,
"lon": -97.96473,
"name": "Seguin"
},
{
"lat": 25.77288,
"lon": -80.34783,
"name": "Fountainebleau"
},
{
"lat": 9.29482,
"lon": 5.05412,
"name": "Mokwa"
}
],
"question": "Which location is the geographic outlier among: Aurora, Dublin, Seguin, Fountainebleau, Mokwa?",
"ground_truth": {
"answer": "Mokwa",
"outlier_distance_km": 9037.9,
"second_furthest_km": 4006.4,
"clarity_ratio": 2.26,
"median_distance_km": 2597.3,
"distances_to_centroid": {
"Aurora": 2597.3,
"Dublin": 4006.4,
"Seguin": 1749.7,
"Fountainebleau": 295.6,
"Mokwa": 9037.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Aurora: (39.73°, -104.83°)",
" Dublin: (37.70°, -121.94°)",
" Seguin: (29.57°, -97.96°)",
" Fountainebleau: (25.77°, -80.35°)",
" Mokwa: (9.29°, 5.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mokwa: 9037.9 km from centroid",
" Dublin: 4006.4 km from centroid",
" Aurora: 2597.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mokwa",
"FINAL ANSWER: Mokwa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -4.16694,
"lon": -40.7475,
"name": "Guaraciaba do Norte"
},
{
"lat": -29.44806,
"lon": -50.58361,
"name": "São Francisco de Paula"
},
{
"lat": 3.54625,
"lon": -73.70687,
"name": "Granada"
},
{
"lat": -23.21472,
"lon": -47.52389,
"name": "Porto Feliz"
},
{
"lat": 5.52491,
"lon": 7.49461,
"name": "Umuahia"
}
],
"question": "Which location is the geographic outlier among: Guaraciaba do Norte, São Francisco de Paula, Granada, Porto Feliz, Umuahia?",
"ground_truth": {
"answer": "Umuahia",
"outlier_distance_km": 5629.9,
"second_furthest_km": 3904.0,
"clarity_ratio": 1.44,
"median_distance_km": 2426.2,
"distances_to_centroid": {
"Guaraciaba do Norte": 599.5,
"São Francisco de Paula": 2426.2,
"Granada": 3904.0,
"Porto Feliz": 1669.6,
"Umuahia": 5629.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Guaraciaba do Norte: (-4.17°, -40.75°)",
" São Francisco de Paula: (-29.45°, -50.58°)",
" Granada: (3.55°, -73.71°)",
" Porto Feliz: (-23.21°, -47.52°)",
" Umuahia: (5.52°, 7.49°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Umuahia: 5629.9 km from centroid",
" Granada: 3904.0 km from centroid",
" São Francisco de Paula: 2426.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Umuahia",
"FINAL ANSWER: Umuahia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 49.59786,
"lon": 8.4725,
"name": "Lampertheim"
},
{
"lat": 52.16442,
"lon": 10.54095,
"name": "Wolfenbüttel"
},
{
"lat": 52.44628,
"lon": 10.0064,
"name": "Burgdorf"
},
{
"lat": 44.40854,
"lon": 0.70415,
"name": "Villeneuve-sur-Lot"
},
{
"lat": -8.75222,
"lon": -67.39778,
"name": "Boca do Acre"
}
],
"question": "Which location is the geographic outlier among: Lampertheim, Wolfenbüttel, Burgdorf, Villeneuve-sur-Lot, Boca do Acre?",
"ground_truth": {
"answer": "Boca do Acre",
"outlier_distance_km": 8082.7,
"second_furthest_km": 2110.8,
"clarity_ratio": 3.83,
"median_distance_km": 2104.8,
"distances_to_centroid": {
"Lampertheim": 1815.4,
"Wolfenbüttel": 2110.8,
"Burgdorf": 2104.8,
"Villeneuve-sur-Lot": 992.7,
"Boca do Acre": 8082.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lampertheim: (49.60°, 8.47°)",
" Wolfenbüttel: (52.16°, 10.54°)",
" Burgdorf: (52.45°, 10.01°)",
" Villeneuve-sur-Lot: (44.41°, 0.70°)",
" Boca do Acre: (-8.75°, -67.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Boca do Acre: 8082.7 km from centroid",
" Wolfenbüttel: 2110.8 km from centroid",
" Burgdorf: 2104.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Boca do Acre",
"FINAL ANSWER: Boca do Acre"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 8.98333,
"lon": 37.85,
"name": "Hāgere Hiywet"
},
{
"lat": 9.35,
"lon": 42.8,
"name": "Jijiga"
},
{
"lat": -29.57366,
"lon": 31.11552,
"name": "Tongaat"
},
{
"lat": 6.41667,
"lon": 38.31667,
"name": "Dīla"
},
{
"lat": -10.40194,
"lon": -65.32667,
"name": "Nova Mamoré"
}
],
"question": "Which location is the geographic outlier among: Hāgere Hiywet, Jijiga, Tongaat, Dīla, Nova Mamoré?",
"ground_truth": {
"answer": "Nova Mamoré",
"outlier_distance_km": 9102.6,
"second_furthest_km": 3306.7,
"clarity_ratio": 2.75,
"median_distance_km": 3178.5,
"distances_to_centroid": {
"Hāgere Hiywet": 2674.8,
"Jijiga": 3178.5,
"Tongaat": 3306.7,
"Dīla": 2594.9,
"Nova Mamoré": 9102.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hāgere Hiywet: (8.98°, 37.85°)",
" Jijiga: (9.35°, 42.80°)",
" Tongaat: (-29.57°, 31.12°)",
" Dīla: (6.42°, 38.32°)",
" Nova Mamoré: (-10.40°, -65.33°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nova Mamoré: 9102.6 km from centroid",
" Tongaat: 3306.7 km from centroid",
" Jijiga: 3178.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nova Mamoré",
"FINAL ANSWER: Nova Mamoré"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -1.47612,
"lon": 36.96144,
"name": "Kitengela"
},
{
"lat": 3.93726,
"lon": 41.85688,
"name": "Mandera"
},
{
"lat": 6.58412,
"lon": 3.98336,
"name": "Epe"
},
{
"lat": -32.90769,
"lon": 27.50973,
"name": "Ndevana"
},
{
"lat": 34.88333,
"lon": 136.58333,
"name": "Suzuka"
}
],
"question": "Which location is the geographic outlier among: Kitengela, Mandera, Epe, Ndevana, Suzuka?",
"ground_truth": {
"answer": "Suzuka",
"outlier_distance_km": 9612.4,
"second_furthest_km": 5054.4,
"clarity_ratio": 1.9,
"median_distance_km": 4530.3,
"distances_to_centroid": {
"Kitengela": 1439.9,
"Mandera": 857.1,
"Epe": 5054.4,
"Ndevana": 4530.3,
"Suzuka": 9612.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kitengela: (-1.48°, 36.96°)",
" Mandera: (3.94°, 41.86°)",
" Epe: (6.58°, 3.98°)",
" Ndevana: (-32.91°, 27.51°)",
" Suzuka: (34.88°, 136.58°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Suzuka: 9612.4 km from centroid",
" Epe: 5054.4 km from centroid",
" Ndevana: 4530.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Suzuka",
"FINAL ANSWER: Suzuka"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -25.30556,
"lon": -49.05528,
"name": "Campina Grande do Sul"
},
{
"lat": -0.71667,
"lon": -48.52333,
"name": "Soure"
},
{
"lat": 4.53656,
"lon": -75.67263,
"name": "Armenia"
},
{
"lat": -11.85889,
"lon": -40.4725,
"name": "Mundo Novo"
},
{
"lat": 27.83598,
"lon": 74.31776,
"name": "Bīdāsar"
}
],
"question": "Which location is the geographic outlier among: Campina Grande do Sul, Soure, Armenia, Mundo Novo, Bīdāsar?",
"ground_truth": {
"answer": "Bīdāsar",
"outlier_distance_km": 11263.1,
"second_furthest_km": 5346.3,
"clarity_ratio": 2.11,
"median_distance_km": 3521.7,
"distances_to_centroid": {
"Campina Grande do Sul": 3521.7,
"Soure": 2295.4,
"Armenia": 5346.3,
"Mundo Novo": 1833.0,
"Bīdāsar": 11263.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Campina Grande do Sul: (-25.31°, -49.06°)",
" Soure: (-0.72°, -48.52°)",
" Armenia: (4.54°, -75.67°)",
" Mundo Novo: (-11.86°, -40.47°)",
" Bīdāsar: (27.84°, 74.32°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bīdāsar: 11263.1 km from centroid",
" Armenia: 5346.3 km from centroid",
" Campina Grande do Sul: 3521.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bīdāsar",
"FINAL ANSWER: Bīdāsar"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.28908,
"lon": -4.01197,
"name": "Navalcarnero"
},
{
"lat": 43.38285,
"lon": -3.22043,
"name": "Castro-Urdiales"
},
{
"lat": 36.20983,
"lon": -5.38452,
"name": "San Roque"
},
{
"lat": 51.12056,
"lon": 17.03761,
"name": "Rejon placu Świętego Macieja"
},
{
"lat": 29.765,
"lon": 105.66645,
"name": "Zhong’ao"
}
],
"question": "Which location is the geographic outlier among: Navalcarnero, Castro-Urdiales, San Roque, Rejon placu Świętego Macieja, Zhong’ao?",
"ground_truth": {
"answer": "Zhong’ao",
"outlier_distance_km": 7430.8,
"second_furthest_km": 2424.9,
"clarity_ratio": 3.06,
"median_distance_km": 2202.0,
"distances_to_centroid": {
"Navalcarnero": 2202.0,
"Castro-Urdiales": 2115.3,
"San Roque": 2424.9,
"Rejon placu Świętego Macieja": 1278.7,
"Zhong’ao": 7430.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Navalcarnero: (40.29°, -4.01°)",
" Castro-Urdiales: (43.38°, -3.22°)",
" San Roque: (36.21°, -5.38°)",
" Rejon placu Świętego Macieja: (51.12°, 17.04°)",
" Zhong’ao: (29.77°, 105.67°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Zhong’ao: 7430.8 km from centroid",
" San Roque: 2424.9 km from centroid",
" Navalcarnero: 2202.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Zhong’ao",
"FINAL ANSWER: Zhong’ao"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 17.04325,
"lon": 99.08128,
"name": "Ban Tak"
},
{
"lat": -8.1335,
"lon": 113.2248,
"name": "Lumajang"
},
{
"lat": 36.41097,
"lon": 138.99621,
"name": "Kanekomachi"
},
{
"lat": 28.73335,
"lon": 105.0683,
"name": "Jiang’an"
},
{
"lat": 6.71897,
"lon": -1.61188,
"name": "New Tafo"
}
],
"question": "Which location is the geographic outlier among: Ban Tak, Lumajang, Kanekomachi, Jiang’an, New Tafo?",
"ground_truth": {
"answer": "New Tafo",
"outlier_distance_km": 10072.0,
"second_furthest_km": 5226.6,
"clarity_ratio": 1.93,
"median_distance_km": 3647.5,
"distances_to_centroid": {
"Ban Tak": 871.8,
"Lumajang": 3647.5,
"Kanekomachi": 5226.6,
"Jiang’an": 2011.7,
"New Tafo": 10072.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ban Tak: (17.04°, 99.08°)",
" Lumajang: (-8.13°, 113.22°)",
" Kanekomachi: (36.41°, 139.00°)",
" Jiang’an: (28.73°, 105.07°)",
" New Tafo: (6.72°, -1.61°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" New Tafo: 10072.0 km from centroid",
" Kanekomachi: 5226.6 km from centroid",
" Lumajang: 3647.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: New Tafo",
"FINAL ANSWER: New Tafo"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 28.09193,
"lon": 30.75813,
"name": "Minya"
},
{
"lat": -1.48256,
"lon": 40.03341,
"name": "Hola"
},
{
"lat": 8.11667,
"lon": 38.36667,
"name": "Butajīra"
},
{
"lat": 9.87342,
"lon": 7.95407,
"name": "Kachia"
},
{
"lat": -37.56622,
"lon": 143.84957,
"name": "Ballarat"
}
],
"question": "Which location is the geographic outlier among: Minya, Hola, Butajīra, Kachia, Ballarat?",
"ground_truth": {
"answer": "Ballarat",
"outlier_distance_km": 10249.0,
"second_furthest_km": 4979.2,
"clarity_ratio": 2.06,
"median_distance_km": 3741.1,
"distances_to_centroid": {
"Minya": 3741.1,
"Hola": 1389.5,
"Butajīra": 1703.2,
"Kachia": 4979.2,
"Ballarat": 10249.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Minya: (28.09°, 30.76°)",
" Hola: (-1.48°, 40.03°)",
" Butajīra: (8.12°, 38.37°)",
" Kachia: (9.87°, 7.95°)",
" Ballarat: (-37.57°, 143.85°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ballarat: 10249.0 km from centroid",
" Kachia: 4979.2 km from centroid",
" Minya: 3741.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ballarat",
"FINAL ANSWER: Ballarat"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.73698,
"lon": -84.48387,
"name": "East Lansing"
},
{
"lat": 18.62936,
"lon": -95.51968,
"name": "Lerdo de Tejada"
},
{
"lat": 36.98356,
"lon": -121.98052,
"name": "Live Oak"
},
{
"lat": 61.32139,
"lon": -149.56778,
"name": "Eagle River"
},
{
"lat": 45.43854,
"lon": 10.9938,
"name": "Verona"
}
],
"question": "Which location is the geographic outlier among: East Lansing, Lerdo de Tejada, Live Oak, Eagle River, Verona?",
"ground_truth": {
"answer": "Verona",
"outlier_distance_km": 7497.5,
"second_furthest_km": 4615.7,
"clarity_ratio": 1.62,
"median_distance_km": 2942.1,
"distances_to_centroid": {
"East Lansing": 355.7,
"Lerdo de Tejada": 2587.9,
"Live Oak": 2942.1,
"Eagle River": 4615.7,
"Verona": 7497.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" East Lansing: (42.74°, -84.48°)",
" Lerdo de Tejada: (18.63°, -95.52°)",
" Live Oak: (36.98°, -121.98°)",
" Eagle River: (61.32°, -149.57°)",
" Verona: (45.44°, 10.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Verona: 7497.5 km from centroid",
" Eagle River: 4615.7 km from centroid",
" Live Oak: 2942.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Verona",
"FINAL ANSWER: Verona"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 44.7133,
"lon": -93.42273,
"name": "Prior Lake"
},
{
"lat": 18.0883,
"lon": -96.12535,
"name": "Tuxtepec"
},
{
"lat": 38.43283,
"lon": -90.37762,
"name": "Arnold"
},
{
"lat": 39.9356,
"lon": -91.40987,
"name": "Quincy"
},
{
"lat": 31.44268,
"lon": 75.49847,
"name": "Kartārpur"
}
],
"question": "Which location is the geographic outlier among: Prior Lake, Tuxtepec, Arnold, Quincy, Kartārpur?",
"ground_truth": {
"answer": "Kartārpur",
"outlier_distance_km": 11280.7,
"second_furthest_km": 4080.8,
"clarity_ratio": 2.76,
"median_distance_km": 3117.3,
"distances_to_centroid": {
"Prior Lake": 3117.3,
"Tuxtepec": 4080.8,
"Arnold": 2810.5,
"Quincy": 2900.8,
"Kartārpur": 11280.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Prior Lake: (44.71°, -93.42°)",
" Tuxtepec: (18.09°, -96.13°)",
" Arnold: (38.43°, -90.38°)",
" Quincy: (39.94°, -91.41°)",
" Kartārpur: (31.44°, 75.50°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kartārpur: 11280.7 km from centroid",
" Tuxtepec: 4080.8 km from centroid",
" Prior Lake: 3117.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kartārpur",
"FINAL ANSWER: Kartārpur"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 53.75379,
"lon": -2.35863,
"name": "Accrington"
},
{
"lat": 55.71667,
"lon": 37.41667,
"name": "Bol’shaya Setun’"
},
{
"lat": 59.8393,
"lon": 30.49873,
"name": "Rybatskoye"
},
{
"lat": 51.50417,
"lon": 3.88889,
"name": "Goes"
},
{
"lat": 4.08466,
"lon": -76.19536,
"name": "Tuluá"
}
],
"question": "Which location is the geographic outlier among: Accrington, Bol’shaya Setun’, Rybatskoye, Goes, Tuluá?",
"ground_truth": {
"answer": "Tuluá",
"outlier_distance_km": 8497.5,
"second_furthest_km": 2949.8,
"clarity_ratio": 2.88,
"median_distance_km": 2676.4,
"distances_to_centroid": {
"Accrington": 978.3,
"Bol’shaya Setun’": 2949.8,
"Rybatskoye": 2676.4,
"Goes": 822.2,
"Tuluá": 8497.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Accrington: (53.75°, -2.36°)",
" Bol’shaya Setun’: (55.72°, 37.42°)",
" Rybatskoye: (59.84°, 30.50°)",
" Goes: (51.50°, 3.89°)",
" Tuluá: (4.08°, -76.20°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tuluá: 8497.5 km from centroid",
" Bol’shaya Setun’: 2949.8 km from centroid",
" Rybatskoye: 2676.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tuluá",
"FINAL ANSWER: Tuluá"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.05515,
"lon": 18.47617,
"name": "Retreat"
},
{
"lat": 30.97478,
"lon": 31.87231,
"name": "Şān al Ḩajar al Qiblīyah"
},
{
"lat": 6.55459,
"lon": 45.38992,
"name": "Neefkuceliye"
},
{
"lat": 31.35573,
"lon": 31.68484,
"name": "Kafr Sa‘d"
},
{
"lat": -37.83333,
"lon": 145.05,
"name": "Glenferrie"
}
],
"question": "Which location is the geographic outlier among: Retreat, Şān al Ḩajar al Qiblīyah, Neefkuceliye, Kafr Sa‘d, Glenferrie?",
"ground_truth": {
"answer": "Glenferrie",
"outlier_distance_km": 10015.3,
"second_furthest_km": 5278.7,
"clarity_ratio": 1.9,
"median_distance_km": 4290.6,
"distances_to_centroid": {
"Retreat": 5278.7,
"Şān al Ḩajar al Qiblīyah": 4246.3,
"Neefkuceliye": 1286.0,
"Kafr Sa‘d": 4290.6,
"Glenferrie": 10015.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Retreat: (-34.06°, 18.48°)",
" Şān al Ḩajar al Qiblīyah: (30.97°, 31.87°)",
" Neefkuceliye: (6.55°, 45.39°)",
" Kafr Sa‘d: (31.36°, 31.68°)",
" Glenferrie: (-37.83°, 145.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Glenferrie: 10015.3 km from centroid",
" Retreat: 5278.7 km from centroid",
" Kafr Sa‘d: 4290.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Glenferrie",
"FINAL ANSWER: Glenferrie"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 6.85783,
"lon": 7.39577,
"name": "Nsukka"
},
{
"lat": -26.30176,
"lon": 29.98696,
"name": "Breyten"
},
{
"lat": 8.05627,
"lon": -1.73058,
"name": "Kintampo"
},
{
"lat": 6.50153,
"lon": 3.35808,
"name": "Surulere"
},
{
"lat": 19.64186,
"lon": 109.3545,
"name": "Guangcun"
}
],
"question": "Which location is the geographic outlier among: Nsukka, Breyten, Kintampo, Surulere, Guangcun?",
"ground_truth": {
"answer": "Guangcun",
"outlier_distance_km": 8817.0,
"second_furthest_km": 3520.3,
"clarity_ratio": 2.5,
"median_distance_km": 3253.0,
"distances_to_centroid": {
"Nsukka": 2505.4,
"Breyten": 3253.0,
"Kintampo": 3520.3,
"Surulere": 2942.1,
"Guangcun": 8817.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nsukka: (6.86°, 7.40°)",
" Breyten: (-26.30°, 29.99°)",
" Kintampo: (8.06°, -1.73°)",
" Surulere: (6.50°, 3.36°)",
" Guangcun: (19.64°, 109.35°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Guangcun: 8817.0 km from centroid",
" Kintampo: 3520.3 km from centroid",
" Breyten: 3253.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Guangcun",
"FINAL ANSWER: Guangcun"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -14.86611,
"lon": -40.83944,
"name": "Vitória da Conquista"
},
{
"lat": 6.11284,
"lon": -75.98378,
"name": "Betulia"
},
{
"lat": -28.02333,
"lon": -48.61333,
"name": "Garopaba"
},
{
"lat": -33.15365,
"lon": -60.51168,
"name": "Arroyo Seco"
},
{
"lat": 11.99564,
"lon": 75.28717,
"name": "Cherukunnu"
}
],
"question": "Which location is the geographic outlier among: Vitória da Conquista, Betulia, Garopaba, Arroyo Seco, Cherukunnu?",
"ground_truth": {
"answer": "Cherukunnu",
"outlier_distance_km": 11925.5,
"second_furthest_km": 5440.1,
"clarity_ratio": 2.19,
"median_distance_km": 3911.5,
"distances_to_centroid": {
"Vitória da Conquista": 1214.8,
"Betulia": 5440.1,
"Garopaba": 2653.1,
"Arroyo Seco": 3911.5,
"Cherukunnu": 11925.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Vitória da Conquista: (-14.87°, -40.84°)",
" Betulia: (6.11°, -75.98°)",
" Garopaba: (-28.02°, -48.61°)",
" Arroyo Seco: (-33.15°, -60.51°)",
" Cherukunnu: (12.00°, 75.29°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Cherukunnu: 11925.5 km from centroid",
" Betulia: 5440.1 km from centroid",
" Arroyo Seco: 3911.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Cherukunnu",
"FINAL ANSWER: Cherukunnu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 39.04167,
"lon": -94.72024,
"name": "Shawnee"
},
{
"lat": 31.85425,
"lon": -110.9937,
"name": "Green Valley"
},
{
"lat": 35.139,
"lon": -79.00603,
"name": "Fort Bragg"
},
{
"lat": 44.9279,
"lon": -122.98371,
"name": "Four Corners"
},
{
"lat": 26.42237,
"lon": 90.98004,
"name": "Howli"
}
],
"question": "Which location is the geographic outlier among: Shawnee, Green Valley, Fort Bragg, Four Corners, Howli?",
"ground_truth": {
"answer": "Howli",
"outlier_distance_km": 12622.5,
"second_furthest_km": 5056.0,
"clarity_ratio": 2.5,
"median_distance_km": 4385.6,
"distances_to_centroid": {
"Shawnee": 2790.9,
"Green Valley": 4385.6,
"Fort Bragg": 1420.1,
"Four Corners": 5056.0,
"Howli": 12622.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shawnee: (39.04°, -94.72°)",
" Green Valley: (31.85°, -110.99°)",
" Fort Bragg: (35.14°, -79.01°)",
" Four Corners: (44.93°, -122.98°)",
" Howli: (26.42°, 90.98°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Howli: 12622.5 km from centroid",
" Four Corners: 5056.0 km from centroid",
" Green Valley: 4385.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Howli",
"FINAL ANSWER: Howli"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.79962,
"lon": 38.9967,
"name": "Bryukhovetskaya"
},
{
"lat": 40.46206,
"lon": -3.6766,
"name": "Chamartín"
},
{
"lat": 51.57835,
"lon": -0.33208,
"name": "Harrow"
},
{
"lat": 48.84226,
"lon": 2.18232,
"name": "Garches"
},
{
"lat": -26.84493,
"lon": 26.76829,
"name": "Stilfontein"
}
],
"question": "Which location is the geographic outlier among: Bryukhovetskaya, Chamartín, Harrow, Garches, Stilfontein?",
"ground_truth": {
"answer": "Stilfontein",
"outlier_distance_km": 6705.3,
"second_furthest_km": 2720.7,
"clarity_ratio": 2.46,
"median_distance_km": 2428.4,
"distances_to_centroid": {
"Bryukhovetskaya": 2720.7,
"Chamartín": 1748.8,
"Harrow": 2428.4,
"Garches": 2075.5,
"Stilfontein": 6705.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bryukhovetskaya: (45.80°, 39.00°)",
" Chamartín: (40.46°, -3.68°)",
" Harrow: (51.58°, -0.33°)",
" Garches: (48.84°, 2.18°)",
" Stilfontein: (-26.84°, 26.77°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Stilfontein: 6705.3 km from centroid",
" Bryukhovetskaya: 2720.7 km from centroid",
" Harrow: 2428.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Stilfontein",
"FINAL ANSWER: Stilfontein"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 53.23958,
"lon": 20.17004,
"name": "Działdowo"
},
{
"lat": 53.65,
"lon": -2.61667,
"name": "Chorley"
},
{
"lat": 50.81795,
"lon": -0.37538,
"name": "Worthing"
},
{
"lat": 48.66181,
"lon": 2.35338,
"name": "Morsang-sur-Orge"
},
{
"lat": 9.56561,
"lon": 36.63569,
"name": "Gutin"
}
],
"question": "Which location is the geographic outlier among: Działdowo, Chorley, Worthing, Morsang-sur-Orge, Gutin?",
"ground_truth": {
"answer": "Gutin",
"outlier_distance_km": 4475.9,
"second_furthest_km": 1543.2,
"clarity_ratio": 2.9,
"median_distance_km": 1297.0,
"distances_to_centroid": {
"Działdowo": 1297.0,
"Chorley": 1543.2,
"Worthing": 1220.0,
"Morsang-sur-Orge": 916.7,
"Gutin": 4475.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Działdowo: (53.24°, 20.17°)",
" Chorley: (53.65°, -2.62°)",
" Worthing: (50.82°, -0.38°)",
" Morsang-sur-Orge: (48.66°, 2.35°)",
" Gutin: (9.57°, 36.64°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gutin: 4475.9 km from centroid",
" Chorley: 1543.2 km from centroid",
" Działdowo: 1297.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gutin",
"FINAL ANSWER: Gutin"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 4.4557,
"lon": 100.6288,
"name": "Pantai Remis"
},
{
"lat": 28.45208,
"lon": 104.34491,
"name": "Shuanglong"
},
{
"lat": 6.184,
"lon": 100.37752,
"name": "Anak Bukit"
},
{
"lat": 34.57444,
"lon": 117.09528,
"name": "Wuduan"
},
{
"lat": -29.08056,
"lon": -53.83583,
"name": "Tupanciretã"
}
],
"question": "Which location is the geographic outlier among: Pantai Remis, Shuanglong, Anak Bukit, Wuduan, Tupanciretã?",
"ground_truth": {
"answer": "Tupanciretã",
"outlier_distance_km": 14120.2,
"second_furthest_km": 5250.1,
"clarity_ratio": 2.69,
"median_distance_km": 3867.9,
"distances_to_centroid": {
"Pantai Remis": 3011.5,
"Shuanglong": 3867.9,
"Anak Bukit": 2953.2,
"Wuduan": 5250.1,
"Tupanciretã": 14120.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pantai Remis: (4.46°, 100.63°)",
" Shuanglong: (28.45°, 104.34°)",
" Anak Bukit: (6.18°, 100.38°)",
" Wuduan: (34.57°, 117.10°)",
" Tupanciretã: (-29.08°, -53.84°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tupanciretã: 14120.2 km from centroid",
" Wuduan: 5250.1 km from centroid",
" Shuanglong: 3867.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tupanciretã",
"FINAL ANSWER: Tupanciretã"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.73333,
"lon": 150.93284,
"name": "Glenwood"
},
{
"lat": -31.76737,
"lon": 115.96936,
"name": "Ellenbrook"
},
{
"lat": -38.16604,
"lon": 145.13643,
"name": "Frankston South"
},
{
"lat": -37.65,
"lon": 145.1,
"name": "South Morang"
},
{
"lat": 40.85593,
"lon": -73.20067,
"name": "Smithtown"
}
],
"question": "Which location is the geographic outlier among: Glenwood, Ellenbrook, Frankston South, South Morang, Smithtown?",
"ground_truth": {
"answer": "Smithtown",
"outlier_distance_km": 17519.1,
"second_furthest_km": 5514.3,
"clarity_ratio": 3.18,
"median_distance_km": 5040.7,
"distances_to_centroid": {
"Glenwood": 5514.3,
"Ellenbrook": 2310.1,
"Frankston South": 5040.7,
"South Morang": 5028.4,
"Smithtown": 17519.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Glenwood: (-33.73°, 150.93°)",
" Ellenbrook: (-31.77°, 115.97°)",
" Frankston South: (-38.17°, 145.14°)",
" South Morang: (-37.65°, 145.10°)",
" Smithtown: (40.86°, -73.20°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Smithtown: 17519.1 km from centroid",
" Glenwood: 5514.3 km from centroid",
" Frankston South: 5040.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Smithtown",
"FINAL ANSWER: Smithtown"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.80128,
"lon": -73.39616,
"name": "Cañete"
},
{
"lat": -10.33528,
"lon": -67.18556,
"name": "Plácido de Castro"
},
{
"lat": -33.73257,
"lon": -70.74281,
"name": "Buin"
},
{
"lat": -11.04404,
"lon": -41.97102,
"name": "Jussara"
},
{
"lat": 7.06273,
"lon": -1.4001,
"name": "Mampong"
}
],
"question": "Which location is the geographic outlier among: Cañete, Plácido de Castro, Buin, Jussara, Mampong?",
"ground_truth": {
"answer": "Mampong",
"outlier_distance_km": 6073.4,
"second_furthest_km": 3171.7,
"clarity_ratio": 1.91,
"median_distance_km": 2700.3,
"distances_to_centroid": {
"Cañete": 3171.7,
"Plácido de Castro": 1910.8,
"Buin": 2700.3,
"Jussara": 1182.5,
"Mampong": 6073.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cañete: (-37.80°, -73.40°)",
" Plácido de Castro: (-10.34°, -67.19°)",
" Buin: (-33.73°, -70.74°)",
" Jussara: (-11.04°, -41.97°)",
" Mampong: (7.06°, -1.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mampong: 6073.4 km from centroid",
" Cañete: 3171.7 km from centroid",
" Buin: 2700.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mampong",
"FINAL ANSWER: Mampong"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 53.1625,
"lon": 6.37639,
"name": "Leek"
},
{
"lat": 51.5144,
"lon": -0.13535,
"name": "Soho"
},
{
"lat": 41.36718,
"lon": 2.0574,
"name": "Sant Joan Despí"
},
{
"lat": 45.67206,
"lon": 8.82691,
"name": "Cassano Magnago"
},
{
"lat": -38.19528,
"lon": 146.5415,
"name": "Traralgon"
}
],
"question": "Which location is the geographic outlier among: Leek, Soho, Sant Joan Despí, Cassano Magnago, Traralgon?",
"ground_truth": {
"answer": "Traralgon",
"outlier_distance_km": 14016.2,
"second_furthest_km": 3545.5,
"clarity_ratio": 3.95,
"median_distance_km": 3277.5,
"distances_to_centroid": {
"Leek": 3277.5,
"Soho": 3545.5,
"Sant Joan Despí": 2982.1,
"Cassano Magnago": 2653.3,
"Traralgon": 14016.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Leek: (53.16°, 6.38°)",
" Soho: (51.51°, -0.14°)",
" Sant Joan Despí: (41.37°, 2.06°)",
" Cassano Magnago: (45.67°, 8.83°)",
" Traralgon: (-38.20°, 146.54°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Traralgon: 14016.2 km from centroid",
" Soho: 3545.5 km from centroid",
" Leek: 3277.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Traralgon",
"FINAL ANSWER: Traralgon"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.58058,
"lon": 39.65741,
"name": "Vyselki"
},
{
"lat": 45.06982,
"lon": 11.79022,
"name": "Rovigo"
},
{
"lat": 48.53053,
"lon": 11.505,
"name": "Pfaffenhofen an der Ilm"
},
{
"lat": 52.25116,
"lon": 10.81683,
"name": "Königslutter am Elm"
},
{
"lat": -37.79117,
"lon": 144.81637,
"name": "Sunshine West"
}
],
"question": "Which location is the geographic outlier among: Vyselki, Rovigo, Pfaffenhofen an der Ilm, Königslutter am Elm, Sunshine West?",
"ground_truth": {
"answer": "Sunshine West",
"outlier_distance_km": 12937.7,
"second_furthest_km": 3584.4,
"clarity_ratio": 3.61,
"median_distance_km": 3355.3,
"distances_to_centroid": {
"Vyselki": 1688.6,
"Rovigo": 3193.3,
"Pfaffenhofen an der Ilm": 3355.3,
"Königslutter am Elm": 3584.4,
"Sunshine West": 12937.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Vyselki: (45.58°, 39.66°)",
" Rovigo: (45.07°, 11.79°)",
" Pfaffenhofen an der Ilm: (48.53°, 11.51°)",
" Königslutter am Elm: (52.25°, 10.82°)",
" Sunshine West: (-37.79°, 144.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sunshine West: 12937.7 km from centroid",
" Königslutter am Elm: 3584.4 km from centroid",
" Pfaffenhofen an der Ilm: 3355.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sunshine West",
"FINAL ANSWER: Sunshine West"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 20.72111,
"lon": -103.38742,
"name": "Zapopan"
},
{
"lat": 37.72493,
"lon": -122.15608,
"name": "San Leandro"
},
{
"lat": 43.21555,
"lon": -88.03001,
"name": "Mequon"
},
{
"lat": 50.03928,
"lon": -110.67661,
"name": "Medicine Hat"
},
{
"lat": 4.02219,
"lon": 101.02083,
"name": "Teluk Intan"
}
],
"question": "Which location is the geographic outlier among: Zapopan, San Leandro, Mequon, Medicine Hat, Teluk Intan?",
"ground_truth": {
"answer": "Teluk Intan",
"outlier_distance_km": 15819.7,
"second_furthest_km": 5242.8,
"clarity_ratio": 3.02,
"median_distance_km": 4327.3,
"distances_to_centroid": {
"Zapopan": 4020.9,
"San Leandro": 5242.8,
"Mequon": 2455.2,
"Medicine Hat": 4327.3,
"Teluk Intan": 15819.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Zapopan: (20.72°, -103.39°)",
" San Leandro: (37.72°, -122.16°)",
" Mequon: (43.22°, -88.03°)",
" Medicine Hat: (50.04°, -110.68°)",
" Teluk Intan: (4.02°, 101.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Teluk Intan: 15819.7 km from centroid",
" San Leandro: 5242.8 km from centroid",
" Medicine Hat: 4327.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Teluk Intan",
"FINAL ANSWER: Teluk Intan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 13.77698,
"lon": 100.4567,
"name": "Taling Chan"
},
{
"lat": 21.26644,
"lon": 79.11559,
"name": "Chicholi"
},
{
"lat": 30.41908,
"lon": 107.53848,
"name": "Zhoujia"
},
{
"lat": 21.33726,
"lon": 71.3035,
"name": "Savarkundla"
},
{
"lat": 5.58365,
"lon": -0.10722,
"name": "Teshi Old Town"
}
],
"question": "Which location is the geographic outlier among: Taling Chan, Chicholi, Zhoujia, Savarkundla, Teshi Old Town?",
"ground_truth": {
"answer": "Teshi Old Town",
"outlier_distance_km": 7890.9,
"second_furthest_km": 3846.8,
"clarity_ratio": 2.05,
"median_distance_km": 3116.4,
"distances_to_centroid": {
"Taling Chan": 3116.4,
"Chicholi": 838.8,
"Zhoujia": 3846.8,
"Savarkundla": 320.3,
"Teshi Old Town": 7890.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Taling Chan: (13.78°, 100.46°)",
" Chicholi: (21.27°, 79.12°)",
" Zhoujia: (30.42°, 107.54°)",
" Savarkundla: (21.34°, 71.30°)",
" Teshi Old Town: (5.58°, -0.11°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Teshi Old Town: 7890.9 km from centroid",
" Zhoujia: 3846.8 km from centroid",
" Taling Chan: 3116.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Teshi Old Town",
"FINAL ANSWER: Teshi Old Town"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 22.39309,
"lon": -97.93857,
"name": "Altamira"
},
{
"lat": 39.934,
"lon": -74.74849,
"name": "Vincentown"
},
{
"lat": 44.00012,
"lon": -77.24946,
"name": "Prince Edward"
},
{
"lat": 50.01634,
"lon": -125.24459,
"name": "Campbell River"
},
{
"lat": 34.05,
"lon": 131.81667,
"name": "Tokuyama"
}
],
"question": "Which location is the geographic outlier among: Altamira, Vincentown, Prince Edward, Campbell River, Tokuyama?",
"ground_truth": {
"answer": "Tokuyama",
"outlier_distance_km": 11994.6,
"second_furthest_km": 5986.8,
"clarity_ratio": 2.0,
"median_distance_km": 4978.7,
"distances_to_centroid": {
"Altamira": 4978.7,
"Vincentown": 2254.5,
"Prince Edward": 2471.7,
"Campbell River": 5986.8,
"Tokuyama": 11994.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Altamira: (22.39°, -97.94°)",
" Vincentown: (39.93°, -74.75°)",
" Prince Edward: (44.00°, -77.25°)",
" Campbell River: (50.02°, -125.24°)",
" Tokuyama: (34.05°, 131.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tokuyama: 11994.6 km from centroid",
" Campbell River: 5986.8 km from centroid",
" Altamira: 4978.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tokuyama",
"FINAL ANSWER: Tokuyama"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 17.2675,
"lon": 103.22472,
"name": "Ban Nong Wua So"
},
{
"lat": 13.53671,
"lon": 99.81712,
"name": "Ratchaburi"
},
{
"lat": 35.00268,
"lon": 134.35896,
"name": "Sayō"
},
{
"lat": 35.99472,
"lon": 119.3975,
"name": "Zhucheng"
},
{
"lat": 25.66477,
"lon": 32.63539,
"name": "Al Bayāḑīyah"
}
],
"question": "Which location is the geographic outlier among: Ban Nong Wua So, Ratchaburi, Sayō, Zhucheng, Al Bayāḑīyah?",
"ground_truth": {
"answer": "Al Bayāḑīyah",
"outlier_distance_km": 6471.1,
"second_furthest_km": 3636.8,
"clarity_ratio": 1.78,
"median_distance_km": 2356.3,
"distances_to_centroid": {
"Ban Nong Wua So": 1068.3,
"Ratchaburi": 1344.7,
"Sayō": 3636.8,
"Zhucheng": 2356.3,
"Al Bayāḑīyah": 6471.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ban Nong Wua So: (17.27°, 103.22°)",
" Ratchaburi: (13.54°, 99.82°)",
" Sayō: (35.00°, 134.36°)",
" Zhucheng: (35.99°, 119.40°)",
" Al Bayāḑīyah: (25.66°, 32.64°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Al Bayāḑīyah: 6471.1 km from centroid",
" Sayō: 3636.8 km from centroid",
" Zhucheng: 2356.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Al Bayāḑīyah",
"FINAL ANSWER: Al Bayāḑīyah"
]
}
]