GPSBench-10pct / data /track_applied /splits /task9_spatial_patterns_test.json
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[
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -22.88583,
"lon": -48.445,
"name": "Botucatu"
},
{
"lat": -18.16583,
"lon": -47.94639,
"name": "Catalão"
},
{
"lat": -6.05675,
"lon": -77.16651,
"name": "Rioja"
},
{
"lat": -31.36528,
"lon": -51.97833,
"name": "São Lourenço do Sul"
},
{
"lat": 44.85469,
"lon": -93.47079,
"name": "Eden Prairie"
}
],
"question": "Which location is the geographic outlier among: Botucatu, Catalão, Rioja, São Lourenço do Sul, Eden Prairie?",
"ground_truth": {
"answer": "Eden Prairie",
"outlier_distance_km": 6455.1,
"second_furthest_km": 3003.1,
"clarity_ratio": 2.15,
"median_distance_km": 2435.6,
"distances_to_centroid": {
"Botucatu": 2435.6,
"Catalão": 2137.8,
"Rioja": 1478.7,
"São Lourenço do Sul": 3003.1,
"Eden Prairie": 6455.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Botucatu: (-22.89°, -48.45°)",
" Catalão: (-18.17°, -47.95°)",
" Rioja: (-6.06°, -77.17°)",
" São Lourenço do Sul: (-31.37°, -51.98°)",
" Eden Prairie: (44.85°, -93.47°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Eden Prairie: 6455.1 km from centroid",
" São Lourenço do Sul: 3003.1 km from centroid",
" Botucatu: 2435.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Eden Prairie",
"FINAL ANSWER: Eden Prairie"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -2.27808,
"lon": 37.81867,
"name": "Makindu"
},
{
"lat": -25.86522,
"lon": 25.64421,
"name": "Mafikeng"
},
{
"lat": 12.6269,
"lon": 9.38807,
"name": "Gumel"
},
{
"lat": 8.3,
"lon": 35.58333,
"name": "Metu"
},
{
"lat": 52.2852,
"lon": -1.52,
"name": "Royal Leamington Spa"
}
],
"question": "Which location is the geographic outlier among: Makindu, Mafikeng, Gumel, Metu, Royal Leamington Spa?",
"ground_truth": {
"answer": "Royal Leamington Spa",
"outlier_distance_km": 5239.3,
"second_furthest_km": 3905.7,
"clarity_ratio": 1.34,
"median_distance_km": 2212.3,
"distances_to_centroid": {
"Makindu": 2212.3,
"Mafikeng": 3905.7,
"Gumel": 1370.0,
"Metu": 1562.9,
"Royal Leamington Spa": 5239.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Makindu: (-2.28°, 37.82°)",
" Mafikeng: (-25.87°, 25.64°)",
" Gumel: (12.63°, 9.39°)",
" Metu: (8.30°, 35.58°)",
" Royal Leamington Spa: (52.29°, -1.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Royal Leamington Spa: 5239.3 km from centroid",
" Mafikeng: 3905.7 km from centroid",
" Makindu: 2212.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Royal Leamington Spa",
"FINAL ANSWER: Royal Leamington Spa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 41.3799,
"lon": 2.18971,
"name": "la Barceloneta"
},
{
"lat": 47.02413,
"lon": 4.83887,
"name": "Beaune"
},
{
"lat": 41.11006,
"lon": 16.69086,
"name": "Bitonto"
},
{
"lat": 45.46456,
"lon": 8.88453,
"name": "Magenta"
},
{
"lat": 11.66667,
"lon": 38.8,
"name": "Filakit"
}
],
"question": "Which location is the geographic outlier among: la Barceloneta, Beaune, Bitonto, Magenta, Filakit?",
"ground_truth": {
"answer": "Filakit",
"outlier_distance_km": 3756.6,
"second_furthest_km": 1327.4,
"clarity_ratio": 2.83,
"median_distance_km": 1131.7,
"distances_to_centroid": {
"la Barceloneta": 1131.7,
"Beaune": 1327.4,
"Bitonto": 468.8,
"Magenta": 1009.8,
"Filakit": 3756.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" la Barceloneta: (41.38°, 2.19°)",
" Beaune: (47.02°, 4.84°)",
" Bitonto: (41.11°, 16.69°)",
" Magenta: (45.46°, 8.88°)",
" Filakit: (11.67°, 38.80°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Filakit: 3756.6 km from centroid",
" Beaune: 1327.4 km from centroid",
" la Barceloneta: 1131.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Filakit",
"FINAL ANSWER: Filakit"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 54.75472,
"lon": 61.32083,
"name": "Yemanzhelinsk"
},
{
"lat": 52.01664,
"lon": 48.79895,
"name": "Pugachëv"
},
{
"lat": 39.42814,
"lon": -0.41765,
"name": "Paiporta"
},
{
"lat": 44.99242,
"lon": 10.74407,
"name": "Suzzara"
},
{
"lat": -37.8318,
"lon": 140.77919,
"name": "Mount Gambier"
}
],
"question": "Which location is the geographic outlier among: Yemanzhelinsk, Pugachëv, Paiporta, Suzzara, Mount Gambier?",
"ground_truth": {
"answer": "Mount Gambier",
"outlier_distance_km": 11918.7,
"second_furthest_km": 4822.6,
"clarity_ratio": 2.47,
"median_distance_km": 3924.3,
"distances_to_centroid": {
"Yemanzhelinsk": 2773.3,
"Pugachëv": 2390.1,
"Paiporta": 4822.6,
"Suzzara": 3924.3,
"Mount Gambier": 11918.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Yemanzhelinsk: (54.75°, 61.32°)",
" Pugachëv: (52.02°, 48.80°)",
" Paiporta: (39.43°, -0.42°)",
" Suzzara: (44.99°, 10.74°)",
" Mount Gambier: (-37.83°, 140.78°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mount Gambier: 11918.7 km from centroid",
" Paiporta: 4822.6 km from centroid",
" Suzzara: 3924.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mount Gambier",
"FINAL ANSWER: Mount Gambier"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 34.03528,
"lon": 117.57806,
"name": "Shuanggou"
},
{
"lat": 37.92259,
"lon": 139.04125,
"name": "Niigata"
},
{
"lat": 21.23742,
"lon": 76.22558,
"name": "Shāhpur"
},
{
"lat": 28.9241,
"lon": 104.26154,
"name": "Juexi"
},
{
"lat": 54.43109,
"lon": 18.46727,
"name": "Osowa"
}
],
"question": "Which location is the geographic outlier among: Shuanggou, Niigata, Shāhpur, Juexi, Osowa?",
"ground_truth": {
"answer": "Osowa",
"outlier_distance_km": 5813.9,
"second_furthest_km": 4240.1,
"clarity_ratio": 1.37,
"median_distance_km": 2417.0,
"distances_to_centroid": {
"Shuanggou": 2417.0,
"Niigata": 4240.1,
"Shāhpur": 2133.5,
"Juexi": 1425.4,
"Osowa": 5813.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shuanggou: (34.04°, 117.58°)",
" Niigata: (37.92°, 139.04°)",
" Shāhpur: (21.24°, 76.23°)",
" Juexi: (28.92°, 104.26°)",
" Osowa: (54.43°, 18.47°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Osowa: 5813.9 km from centroid",
" Niigata: 4240.1 km from centroid",
" Shuanggou: 2417.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Osowa",
"FINAL ANSWER: Osowa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 34.14806,
"lon": -117.99895,
"name": "Monrovia"
},
{
"lat": 41.90059,
"lon": -87.85673,
"name": "Melrose Park"
},
{
"lat": 45.40008,
"lon": -74.03251,
"name": "Vaudreuil-Dorion"
},
{
"lat": 48.23656,
"lon": -79.02311,
"name": "Rouyn-Noranda"
},
{
"lat": -25.69776,
"lon": 31.564,
"name": "Driekoppies"
}
],
"question": "Which location is the geographic outlier among: Monrovia, Melrose Park, Vaudreuil-Dorion, Rouyn-Noranda, Driekoppies?",
"ground_truth": {
"answer": "Driekoppies",
"outlier_distance_km": 11986.0,
"second_furthest_km": 4963.1,
"clarity_ratio": 2.42,
"median_distance_km": 2486.5,
"distances_to_centroid": {
"Monrovia": 4963.1,
"Melrose Park": 2486.5,
"Vaudreuil-Dorion": 1993.4,
"Rouyn-Noranda": 2453.8,
"Driekoppies": 11986.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Monrovia: (34.15°, -118.00°)",
" Melrose Park: (41.90°, -87.86°)",
" Vaudreuil-Dorion: (45.40°, -74.03°)",
" Rouyn-Noranda: (48.24°, -79.02°)",
" Driekoppies: (-25.70°, 31.56°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Driekoppies: 11986.0 km from centroid",
" Monrovia: 4963.1 km from centroid",
" Melrose Park: 2486.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Driekoppies",
"FINAL ANSWER: Driekoppies"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -20.03833,
"lon": -47.74694,
"name": "Igarapava"
},
{
"lat": -18.41778,
"lon": -46.41806,
"name": "Presidente Olegário"
},
{
"lat": -26.24333,
"lon": -48.63806,
"name": "São Francisco do Sul"
},
{
"lat": 6.96321,
"lon": -75.41738,
"name": "Yarumal"
},
{
"lat": 55.93924,
"lon": 92.37513,
"name": "Divnogorsk"
}
],
"question": "Which location is the geographic outlier among: Igarapava, Presidente Olegário, São Francisco do Sul, Yarumal, Divnogorsk?",
"ground_truth": {
"answer": "Divnogorsk",
"outlier_distance_km": 11710.9,
"second_furthest_km": 5632.7,
"clarity_ratio": 2.08,
"median_distance_km": 3820.9,
"distances_to_centroid": {
"Igarapava": 3290.1,
"Presidente Olegário": 3068.5,
"São Francisco do Sul": 3820.9,
"Yarumal": 5632.7,
"Divnogorsk": 11710.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Igarapava: (-20.04°, -47.75°)",
" Presidente Olegário: (-18.42°, -46.42°)",
" São Francisco do Sul: (-26.24°, -48.64°)",
" Yarumal: (6.96°, -75.42°)",
" Divnogorsk: (55.94°, 92.38°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Divnogorsk: 11710.9 km from centroid",
" Yarumal: 5632.7 km from centroid",
" São Francisco do Sul: 3820.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Divnogorsk",
"FINAL ANSWER: Divnogorsk"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -29.12107,
"lon": 26.214,
"name": "Bloemfontein"
},
{
"lat": -1.10148,
"lon": 37.0132,
"name": "Juja"
},
{
"lat": 30.31263,
"lon": 32.30935,
"name": "Fāyīd"
},
{
"lat": -0.42013,
"lon": 36.94759,
"name": "Nyeri"
},
{
"lat": -33.92399,
"lon": 151.22749,
"name": "Kingsford"
}
],
"question": "Which location is the geographic outlier among: Bloemfontein, Juja, Fāyīd, Nyeri, Kingsford?",
"ground_truth": {
"answer": "Kingsford",
"outlier_distance_km": 9993.9,
"second_furthest_km": 4885.1,
"clarity_ratio": 2.05,
"median_distance_km": 4044.5,
"distances_to_centroid": {
"Bloemfontein": 4044.5,
"Juja": 2279.0,
"Fāyīd": 4885.1,
"Nyeri": 2308.9,
"Kingsford": 9993.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bloemfontein: (-29.12°, 26.21°)",
" Juja: (-1.10°, 37.01°)",
" Fāyīd: (30.31°, 32.31°)",
" Nyeri: (-0.42°, 36.95°)",
" Kingsford: (-33.92°, 151.23°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kingsford: 9993.9 km from centroid",
" Fāyīd: 4885.1 km from centroid",
" Bloemfontein: 4044.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kingsford",
"FINAL ANSWER: Kingsford"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -3.10222,
"lon": -67.93972,
"name": "Santo Antônio do Içá"
},
{
"lat": -22.4625,
"lon": -42.65306,
"name": "Cachoeiras de Macacu"
},
{
"lat": -7.86806,
"lon": -37.97472,
"name": "Flores"
},
{
"lat": -6.4075,
"lon": -41.74556,
"name": "Valença do Piauí"
},
{
"lat": 48.46686,
"lon": -81.33312,
"name": "Timmins"
}
],
"question": "Which location is the geographic outlier among: Santo Antônio do Içá, Cachoeiras de Macacu, Flores, Valença do Piauí, Timmins?",
"ground_truth": {
"answer": "Timmins",
"outlier_distance_km": 5803.3,
"second_furthest_km": 2972.9,
"clarity_ratio": 1.95,
"median_distance_km": 2104.2,
"distances_to_centroid": {
"Santo Antônio do Içá": 1605.3,
"Cachoeiras de Macacu": 2972.9,
"Flores": 2104.2,
"Valença do Piauí": 1664.1,
"Timmins": 5803.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Santo Antônio do Içá: (-3.10°, -67.94°)",
" Cachoeiras de Macacu: (-22.46°, -42.65°)",
" Flores: (-7.87°, -37.97°)",
" Valença do Piauí: (-6.41°, -41.75°)",
" Timmins: (48.47°, -81.33°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Timmins: 5803.3 km from centroid",
" Cachoeiras de Macacu: 2972.9 km from centroid",
" Flores: 2104.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Timmins",
"FINAL ANSWER: Timmins"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -16.92366,
"lon": 145.76613,
"name": "Cairns"
},
{
"lat": -37.75819,
"lon": 145.00583,
"name": "Thornbury"
},
{
"lat": -38.68333,
"lon": 176.08333,
"name": "Taupo"
},
{
"lat": -37.0646,
"lon": 174.94212,
"name": "Papakura"
},
{
"lat": 10.78556,
"lon": -0.85139,
"name": "Bolgatanga"
}
],
"question": "Which location is the geographic outlier among: Cairns, Thornbury, Taupo, Papakura, Bolgatanga?",
"ground_truth": {
"answer": "Bolgatanga",
"outlier_distance_km": 14444.3,
"second_furthest_km": 4776.1,
"clarity_ratio": 3.02,
"median_distance_km": 4660.2,
"distances_to_centroid": {
"Cairns": 1988.0,
"Thornbury": 2216.1,
"Taupo": 4776.1,
"Papakura": 4660.2,
"Bolgatanga": 14444.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cairns: (-16.92°, 145.77°)",
" Thornbury: (-37.76°, 145.01°)",
" Taupo: (-38.68°, 176.08°)",
" Papakura: (-37.06°, 174.94°)",
" Bolgatanga: (10.79°, -0.85°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bolgatanga: 14444.3 km from centroid",
" Taupo: 4776.1 km from centroid",
" Papakura: 4660.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bolgatanga",
"FINAL ANSWER: Bolgatanga"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.28115,
"lon": 27.9709,
"name": "Heilbron"
},
{
"lat": 4.93422,
"lon": -1.71454,
"name": "Sekondi"
},
{
"lat": 14.16347,
"lon": 38.89924,
"name": "Adwa"
},
{
"lat": -34.08401,
"lon": 18.82113,
"name": "Somerset West"
},
{
"lat": -28.44917,
"lon": -52.2,
"name": "Marau"
}
],
"question": "Which location is the geographic outlier among: Heilbron, Sekondi, Adwa, Somerset West, Marau?",
"ground_truth": {
"answer": "Marau",
"outlier_distance_km": 6211.7,
"second_furthest_km": 4768.0,
"clarity_ratio": 1.3,
"median_distance_km": 2673.8,
"distances_to_centroid": {
"Heilbron": 2673.8,
"Sekondi": 2300.5,
"Adwa": 4768.0,
"Somerset West": 2547.6,
"Marau": 6211.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Heilbron: (-27.28°, 27.97°)",
" Sekondi: (4.93°, -1.71°)",
" Adwa: (14.16°, 38.90°)",
" Somerset West: (-34.08°, 18.82°)",
" Marau: (-28.45°, -52.20°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Marau: 6211.7 km from centroid",
" Adwa: 4768.0 km from centroid",
" Heilbron: 2673.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Marau",
"FINAL ANSWER: Marau"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.45278,
"lon": -2.50833,
"name": "Kingswood"
},
{
"lat": 43.72254,
"lon": 7.11183,
"name": "Vence"
},
{
"lat": 55.1611,
"lon": 61.42877,
"name": "Chelyabinsk"
},
{
"lat": 58.07756,
"lon": 60.7202,
"name": "Nizhnyaya Salda"
},
{
"lat": -27.53221,
"lon": 153.22889,
"name": "Alexandra Hills"
}
],
"question": "Which location is the geographic outlier among: Kingswood, Vence, Chelyabinsk, Nizhnyaya Salda, Alexandra Hills?",
"ground_truth": {
"answer": "Alexandra Hills",
"outlier_distance_km": 12374.1,
"second_furthest_km": 4845.6,
"clarity_ratio": 2.55,
"median_distance_km": 4188.3,
"distances_to_centroid": {
"Kingswood": 4845.6,
"Vence": 4188.3,
"Chelyabinsk": 2151.2,
"Nizhnyaya Salda": 2459.9,
"Alexandra Hills": 12374.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kingswood: (51.45°, -2.51°)",
" Vence: (43.72°, 7.11°)",
" Chelyabinsk: (55.16°, 61.43°)",
" Nizhnyaya Salda: (58.08°, 60.72°)",
" Alexandra Hills: (-27.53°, 153.23°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Alexandra Hills: 12374.1 km from centroid",
" Kingswood: 4845.6 km from centroid",
" Vence: 4188.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Alexandra Hills",
"FINAL ANSWER: Alexandra Hills"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.40639,
"lon": -70.85834,
"name": "Rengo"
},
{
"lat": -27.39184,
"lon": -55.92379,
"name": "Posadas"
},
{
"lat": -9.93361,
"lon": -36.55417,
"name": "São Sebastião"
},
{
"lat": 9.7174,
"lon": -75.12023,
"name": "El Carmen de Bolívar"
},
{
"lat": 26.65817,
"lon": 31.67137,
"name": "Sāqultah"
}
],
"question": "Which location is the geographic outlier among: Rengo, Posadas, São Sebastião, El Carmen de Bolívar, Sāqultah?",
"ground_truth": {
"answer": "Sāqultah",
"outlier_distance_km": 8700.9,
"second_furthest_km": 4285.4,
"clarity_ratio": 2.03,
"median_distance_km": 4179.7,
"distances_to_centroid": {
"Rengo": 4285.4,
"Posadas": 2732.3,
"São Sebastião": 616.6,
"El Carmen de Bolívar": 4179.7,
"Sāqultah": 8700.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Rengo: (-34.41°, -70.86°)",
" Posadas: (-27.39°, -55.92°)",
" São Sebastião: (-9.93°, -36.55°)",
" El Carmen de Bolívar: (9.72°, -75.12°)",
" Sāqultah: (26.66°, 31.67°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sāqultah: 8700.9 km from centroid",
" Rengo: 4285.4 km from centroid",
" El Carmen de Bolívar: 4179.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sāqultah",
"FINAL ANSWER: Sāqultah"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.12617,
"lon": -82.92907,
"name": "Westerville"
},
{
"lat": 49.28333,
"lon": -123.03333,
"name": "Hastings-Sunrise"
},
{
"lat": 25.87972,
"lon": -97.50417,
"name": "Heroica Matamoros"
},
{
"lat": 41.13998,
"lon": -104.82025,
"name": "Cheyenne"
},
{
"lat": -27.45556,
"lon": -53.93194,
"name": "Três Passos"
}
],
"question": "Which location is the geographic outlier among: Westerville, Hastings-Sunrise, Heroica Matamoros, Cheyenne, Três Passos?",
"ground_truth": {
"answer": "Três Passos",
"outlier_distance_km": 7214.2,
"second_furthest_km": 3707.5,
"clarity_ratio": 1.95,
"median_distance_km": 2051.7,
"distances_to_centroid": {
"Westerville": 1821.4,
"Hastings-Sunrise": 3707.5,
"Heroica Matamoros": 506.5,
"Cheyenne": 2051.7,
"Três Passos": 7214.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Westerville: (40.13°, -82.93°)",
" Hastings-Sunrise: (49.28°, -123.03°)",
" Heroica Matamoros: (25.88°, -97.50°)",
" Cheyenne: (41.14°, -104.82°)",
" Três Passos: (-27.46°, -53.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Três Passos: 7214.2 km from centroid",
" Hastings-Sunrise: 3707.5 km from centroid",
" Cheyenne: 2051.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Três Passos",
"FINAL ANSWER: Três Passos"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -23.62028,
"lon": -45.41306,
"name": "Caraguatatuba"
},
{
"lat": -16.70806,
"lon": -49.09306,
"name": "Senador Canedo"
},
{
"lat": -25.11364,
"lon": -64.12628,
"name": "Joaquín V. González"
},
{
"lat": -3.63333,
"lon": -44.37667,
"name": "Cantanhede"
},
{
"lat": 14.05603,
"lon": 101.37218,
"name": "Thambon Na Mueang"
}
],
"question": "Which location is the geographic outlier among: Caraguatatuba, Senador Canedo, Joaquín V. González, Cantanhede, Thambon Na Mueang?",
"ground_truth": {
"answer": "Thambon Na Mueang",
"outlier_distance_km": 13692.8,
"second_furthest_km": 4863.2,
"clarity_ratio": 2.82,
"median_distance_km": 3166.3,
"distances_to_centroid": {
"Caraguatatuba": 3002.1,
"Senador Canedo": 3166.3,
"Joaquín V. González": 4863.2,
"Cantanhede": 2774.0,
"Thambon Na Mueang": 13692.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Caraguatatuba: (-23.62°, -45.41°)",
" Senador Canedo: (-16.71°, -49.09°)",
" Joaquín V. González: (-25.11°, -64.13°)",
" Cantanhede: (-3.63°, -44.38°)",
" Thambon Na Mueang: (14.06°, 101.37°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Thambon Na Mueang: 13692.8 km from centroid",
" Joaquín V. González: 4863.2 km from centroid",
" Senador Canedo: 3166.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Thambon Na Mueang",
"FINAL ANSWER: Thambon Na Mueang"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.21667,
"lon": -2.73333,
"name": "Amorebieta"
},
{
"lat": 40.49367,
"lon": -3.6359,
"name": "Valdefuentes"
},
{
"lat": 59.15838,
"lon": 57.5705,
"name": "Aleksandrovsk"
},
{
"lat": 56.33169,
"lon": 36.7292,
"name": "Klin"
},
{
"lat": 31.30862,
"lon": -110.94217,
"name": "Nogales"
}
],
"question": "Which location is the geographic outlier among: Amorebieta, Valdefuentes, Aleksandrovsk, Klin, Nogales?",
"ground_truth": {
"answer": "Nogales",
"outlier_distance_km": 8674.1,
"second_furthest_km": 4260.5,
"clarity_ratio": 2.04,
"median_distance_km": 3039.3,
"distances_to_centroid": {
"Amorebieta": 353.2,
"Valdefuentes": 628.5,
"Aleksandrovsk": 4260.5,
"Klin": 3039.3,
"Nogales": 8674.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Amorebieta: (43.22°, -2.73°)",
" Valdefuentes: (40.49°, -3.64°)",
" Aleksandrovsk: (59.16°, 57.57°)",
" Klin: (56.33°, 36.73°)",
" Nogales: (31.31°, -110.94°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nogales: 8674.1 km from centroid",
" Aleksandrovsk: 4260.5 km from centroid",
" Klin: 3039.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nogales",
"FINAL ANSWER: Nogales"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 36.32745,
"lon": -119.64568,
"name": "Hanford"
},
{
"lat": 16.09007,
"lon": -93.7546,
"name": "Tonalá"
},
{
"lat": 40.84829,
"lon": -74.58148,
"name": "Randolph"
},
{
"lat": 40.68677,
"lon": -73.37345,
"name": "Lindenhurst"
},
{
"lat": 2.80922,
"lon": 40.92885,
"name": "El Wak"
}
],
"question": "Which location is the geographic outlier among: Hanford, Tonalá, Randolph, Lindenhurst, El Wak?",
"ground_truth": {
"answer": "El Wak",
"outlier_distance_km": 11337.9,
"second_furthest_km": 5270.7,
"clarity_ratio": 2.15,
"median_distance_km": 3299.6,
"distances_to_centroid": {
"Hanford": 5270.7,
"Tonalá": 3299.6,
"Randolph": 1781.8,
"Lindenhurst": 1709.6,
"El Wak": 11337.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hanford: (36.33°, -119.65°)",
" Tonalá: (16.09°, -93.75°)",
" Randolph: (40.85°, -74.58°)",
" Lindenhurst: (40.69°, -73.37°)",
" El Wak: (2.81°, 40.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" El Wak: 11337.9 km from centroid",
" Hanford: 5270.7 km from centroid",
" Tonalá: 3299.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: El Wak",
"FINAL ANSWER: El Wak"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -8.11278,
"lon": -35.01472,
"name": "Jaboatão dos Guararapes"
},
{
"lat": -28.4602,
"lon": -62.83354,
"name": "Añatuya"
},
{
"lat": -1.15194,
"lon": -48.12944,
"name": "Santo Antônio do Tauá"
},
{
"lat": -22.72306,
"lon": -44.13556,
"name": "Rio Claro"
},
{
"lat": -33.83333,
"lon": 150.98333,
"name": "Merrylands"
}
],
"question": "Which location is the geographic outlier among: Jaboatão dos Guararapes, Añatuya, Santo Antônio do Tauá, Rio Claro, Merrylands?",
"ground_truth": {
"answer": "Merrylands",
"outlier_distance_km": 13740.5,
"second_furthest_km": 5656.1,
"clarity_ratio": 2.43,
"median_distance_km": 4812.1,
"distances_to_centroid": {
"Jaboatão dos Guararapes": 3167.2,
"Añatuya": 5656.1,
"Santo Antônio do Tauá": 4812.1,
"Rio Claro": 3789.8,
"Merrylands": 13740.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Jaboatão dos Guararapes: (-8.11°, -35.01°)",
" Añatuya: (-28.46°, -62.83°)",
" Santo Antônio do Tauá: (-1.15°, -48.13°)",
" Rio Claro: (-22.72°, -44.14°)",
" Merrylands: (-33.83°, 150.98°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Merrylands: 13740.5 km from centroid",
" Añatuya: 5656.1 km from centroid",
" Santo Antônio do Tauá: 4812.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Merrylands",
"FINAL ANSWER: Merrylands"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.93182,
"lon": 6.99469,
"name": "Humboldtkolonie"
},
{
"lat": 54.11896,
"lon": 37.54459,
"name": "Kosaya Gora"
},
{
"lat": 52.74328,
"lon": 23.58122,
"name": "Hajnówka"
},
{
"lat": 51.57558,
"lon": 8.10619,
"name": "Soest"
},
{
"lat": 8.33069,
"lon": 77.26732,
"name": "Tiruvattār"
}
],
"question": "Which location is the geographic outlier among: Humboldtkolonie, Kosaya Gora, Hajnówka, Soest, Tiruvattār?",
"ground_truth": {
"answer": "Tiruvattār",
"outlier_distance_km": 5964.1,
"second_furthest_km": 1958.0,
"clarity_ratio": 3.05,
"median_distance_km": 1905.4,
"distances_to_centroid": {
"Humboldtkolonie": 1958.0,
"Kosaya Gora": 1277.2,
"Hajnówka": 1150.3,
"Soest": 1905.4,
"Tiruvattār": 5964.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Humboldtkolonie: (50.93°, 6.99°)",
" Kosaya Gora: (54.12°, 37.54°)",
" Hajnówka: (52.74°, 23.58°)",
" Soest: (51.58°, 8.11°)",
" Tiruvattār: (8.33°, 77.27°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tiruvattār: 5964.1 km from centroid",
" Humboldtkolonie: 1958.0 km from centroid",
" Soest: 1905.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tiruvattār",
"FINAL ANSWER: Tiruvattār"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.22683,
"lon": 8.61816,
"name": "Bad Homburg vor der Höhe"
},
{
"lat": 36.73028,
"lon": 14.84672,
"name": "Pozzallo"
},
{
"lat": 51.845,
"lon": 4.32917,
"name": "Spijkenisse"
},
{
"lat": 43.48451,
"lon": -8.23293,
"name": "Ferrol"
},
{
"lat": 4.81367,
"lon": -74.35453,
"name": "Facatativá"
}
],
"question": "Which location is the geographic outlier among: Bad Homburg vor der Höhe, Pozzallo, Spijkenisse, Ferrol, Facatativá?",
"ground_truth": {
"answer": "Facatativá",
"outlier_distance_km": 7348.2,
"second_furthest_km": 2283.5,
"clarity_ratio": 3.22,
"median_distance_km": 2108.1,
"distances_to_centroid": {
"Bad Homburg vor der Höhe": 2108.1,
"Pozzallo": 2283.5,
"Spijkenisse": 2000.4,
"Ferrol": 712.6,
"Facatativá": 7348.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bad Homburg vor der Höhe: (50.23°, 8.62°)",
" Pozzallo: (36.73°, 14.85°)",
" Spijkenisse: (51.84°, 4.33°)",
" Ferrol: (43.48°, -8.23°)",
" Facatativá: (4.81°, -74.35°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Facatativá: 7348.2 km from centroid",
" Pozzallo: 2283.5 km from centroid",
" Bad Homburg vor der Höhe: 2108.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Facatativá",
"FINAL ANSWER: Facatativá"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 6.25,
"lon": 37.56667,
"name": "Ch’ench’a"
},
{
"lat": 31.0475,
"lon": 30.85487,
"name": "Qillīn"
},
{
"lat": 7.83879,
"lon": 4.48672,
"name": "Ilobu"
},
{
"lat": 25.75089,
"lon": 32.6776,
"name": "Az Zaynīyah Qiblī"
},
{
"lat": 31.05601,
"lon": -97.46445,
"name": "Belton"
}
],
"question": "Which location is the geographic outlier among: Ch’ench’a, Qillīn, Ilobu, Az Zaynīyah Qiblī, Belton?",
"ground_truth": {
"answer": "Belton",
"outlier_distance_km": 9670.5,
"second_furthest_km": 4180.8,
"clarity_ratio": 2.31,
"median_distance_km": 3224.5,
"distances_to_centroid": {
"Ch’ench’a": 4180.8,
"Qillīn": 3146.7,
"Ilobu": 1429.1,
"Az Zaynīyah Qiblī": 3224.5,
"Belton": 9670.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ch’ench’a: (6.25°, 37.57°)",
" Qillīn: (31.05°, 30.85°)",
" Ilobu: (7.84°, 4.49°)",
" Az Zaynīyah Qiblī: (25.75°, 32.68°)",
" Belton: (31.06°, -97.46°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Belton: 9670.5 km from centroid",
" Ch’ench’a: 4180.8 km from centroid",
" Az Zaynīyah Qiblī: 3224.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Belton",
"FINAL ANSWER: Belton"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 37.92595,
"lon": 115.21907,
"name": "Xinji"
},
{
"lat": 30.84134,
"lon": 75.98547,
"name": "Sānehwāl"
},
{
"lat": 36.85,
"lon": 138.36667,
"name": "Iiyama"
},
{
"lat": 17.28937,
"lon": 74.18183,
"name": "Karād"
},
{
"lat": -41.13827,
"lon": 175.0502,
"name": "Upper Hutt"
}
],
"question": "Which location is the geographic outlier among: Xinji, Sānehwāl, Iiyama, Karād, Upper Hutt?",
"ground_truth": {
"answer": "Upper Hutt",
"outlier_distance_km": 8829.7,
"second_furthest_km": 4418.1,
"clarity_ratio": 2.0,
"median_distance_km": 4332.7,
"distances_to_centroid": {
"Xinji": 2399.3,
"Sānehwāl": 4332.7,
"Iiyama": 3183.9,
"Karād": 4418.1,
"Upper Hutt": 8829.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Xinji: (37.93°, 115.22°)",
" Sānehwāl: (30.84°, 75.99°)",
" Iiyama: (36.85°, 138.37°)",
" Karād: (17.29°, 74.18°)",
" Upper Hutt: (-41.14°, 175.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Upper Hutt: 8829.7 km from centroid",
" Karād: 4418.1 km from centroid",
" Sānehwāl: 4332.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Upper Hutt",
"FINAL ANSWER: Upper Hutt"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.5498,
"lon": 8.72366,
"name": "Nagold"
},
{
"lat": 48.13743,
"lon": 11.57549,
"name": "Munich"
},
{
"lat": 54.60343,
"lon": 86.27577,
"name": "Polysayevo"
},
{
"lat": 50.58286,
"lon": 22.05334,
"name": "Stalowa Wola"
},
{
"lat": -33.72197,
"lon": 151.04607,
"name": "Cherrybrook"
}
],
"question": "Which location is the geographic outlier among: Nagold, Munich, Polysayevo, Stalowa Wola, Cherrybrook?",
"ground_truth": {
"answer": "Cherrybrook",
"outlier_distance_km": 12416.5,
"second_furthest_km": 4209.7,
"clarity_ratio": 2.95,
"median_distance_km": 3995.2,
"distances_to_centroid": {
"Nagold": 4209.7,
"Munich": 3995.2,
"Polysayevo": 3314.5,
"Stalowa Wola": 3326.3,
"Cherrybrook": 12416.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nagold: (48.55°, 8.72°)",
" Munich: (48.14°, 11.58°)",
" Polysayevo: (54.60°, 86.28°)",
" Stalowa Wola: (50.58°, 22.05°)",
" Cherrybrook: (-33.72°, 151.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Cherrybrook: 12416.5 km from centroid",
" Nagold: 4209.7 km from centroid",
" Munich: 3995.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Cherrybrook",
"FINAL ANSWER: Cherrybrook"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 7.40353,
"lon": -2.46635,
"name": "Nsoatre"
},
{
"lat": 7.68287,
"lon": 4.81769,
"name": "Ijebu-Jesa"
},
{
"lat": 6.63105,
"lon": 8.05814,
"name": "Effium"
},
{
"lat": -26.39015,
"lon": 30.78742,
"name": "Fernie"
},
{
"lat": 28.71974,
"lon": 77.26781,
"name": "Mustafābād"
}
],
"question": "Which location is the geographic outlier among: Nsoatre, Ijebu-Jesa, Effium, Fernie, Mustafābād?",
"ground_truth": {
"answer": "Mustafābād",
"outlier_distance_km": 6227.0,
"second_furthest_km": 3552.4,
"clarity_ratio": 1.75,
"median_distance_km": 2906.1,
"distances_to_centroid": {
"Nsoatre": 2906.1,
"Ijebu-Jesa": 2110.4,
"Effium": 1741.5,
"Fernie": 3552.4,
"Mustafābād": 6227.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nsoatre: (7.40°, -2.47°)",
" Ijebu-Jesa: (7.68°, 4.82°)",
" Effium: (6.63°, 8.06°)",
" Fernie: (-26.39°, 30.79°)",
" Mustafābād: (28.72°, 77.27°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mustafābād: 6227.0 km from centroid",
" Fernie: 3552.4 km from centroid",
" Nsoatre: 2906.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mustafābād",
"FINAL ANSWER: Mustafābād"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 9.16095,
"lon": -75.04811,
"name": "Galeras"
},
{
"lat": 5.25397,
"lon": -75.15403,
"name": "Manzanares"
},
{
"lat": -22.85222,
"lon": -43.77528,
"name": "Itaguaí"
},
{
"lat": -27.50766,
"lon": -58.55625,
"name": "San Luis del Palmar"
},
{
"lat": 52.4581,
"lon": 13.28702,
"name": "Dahlem"
}
],
"question": "Which location is the geographic outlier among: Galeras, Manzanares, Itaguaí, San Luis del Palmar, Dahlem?",
"ground_truth": {
"answer": "Dahlem",
"outlier_distance_km": 7801.8,
"second_furthest_km": 3613.1,
"clarity_ratio": 2.16,
"median_distance_km": 3074.6,
"distances_to_centroid": {
"Galeras": 3074.6,
"Manzanares": 3035.1,
"Itaguaí": 2941.7,
"San Luis del Palmar": 3613.1,
"Dahlem": 7801.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Galeras: (9.16°, -75.05°)",
" Manzanares: (5.25°, -75.15°)",
" Itaguaí: (-22.85°, -43.78°)",
" San Luis del Palmar: (-27.51°, -58.56°)",
" Dahlem: (52.46°, 13.29°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Dahlem: 7801.8 km from centroid",
" San Luis del Palmar: 3613.1 km from centroid",
" Galeras: 3074.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Dahlem",
"FINAL ANSWER: Dahlem"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 41.00176,
"lon": -73.66568,
"name": "Port Chester"
},
{
"lat": 18.9378,
"lon": -103.96417,
"name": "Ciudad de Armería"
},
{
"lat": 36.58597,
"lon": -79.39502,
"name": "Danville"
},
{
"lat": 43.6135,
"lon": -116.20345,
"name": "Boise"
},
{
"lat": -2.00082,
"lon": -54.08102,
"name": "Monte Alegre"
}
],
"question": "Which location is the geographic outlier among: Port Chester, Ciudad de Armería, Danville, Boise, Monte Alegre?",
"ground_truth": {
"answer": "Monte Alegre",
"outlier_distance_km": 4702.6,
"second_furthest_km": 3269.4,
"clarity_ratio": 1.44,
"median_distance_km": 2118.9,
"distances_to_centroid": {
"Port Chester": 1836.1,
"Ciudad de Armería": 2118.9,
"Danville": 1147.7,
"Boise": 3269.4,
"Monte Alegre": 4702.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Port Chester: (41.00°, -73.67°)",
" Ciudad de Armería: (18.94°, -103.96°)",
" Danville: (36.59°, -79.40°)",
" Boise: (43.61°, -116.20°)",
" Monte Alegre: (-2.00°, -54.08°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Monte Alegre: 4702.6 km from centroid",
" Boise: 3269.4 km from centroid",
" Ciudad de Armería: 2118.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Monte Alegre",
"FINAL ANSWER: Monte Alegre"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.56056,
"lon": 151.95386,
"name": "Toowoomba"
},
{
"lat": -33.78333,
"lon": 150.93333,
"name": "Seven Hills"
},
{
"lat": -35.73167,
"lon": 174.32391,
"name": "Whangarei"
},
{
"lat": -33.9049,
"lon": 151.01996,
"name": "Yagoona"
},
{
"lat": 44.54804,
"lon": 129.62594,
"name": "Mudanjiang"
}
],
"question": "Which location is the geographic outlier among: Toowoomba, Seven Hills, Whangarei, Yagoona, Mudanjiang?",
"ground_truth": {
"answer": "Mudanjiang",
"outlier_distance_km": 7227.0,
"second_furthest_km": 3039.9,
"clarity_ratio": 2.38,
"median_distance_km": 1848.7,
"distances_to_centroid": {
"Toowoomba": 1143.1,
"Seven Hills": 1835.5,
"Whangarei": 3039.9,
"Yagoona": 1848.7,
"Mudanjiang": 7227.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Toowoomba: (-27.56°, 151.95°)",
" Seven Hills: (-33.78°, 150.93°)",
" Whangarei: (-35.73°, 174.32°)",
" Yagoona: (-33.90°, 151.02°)",
" Mudanjiang: (44.55°, 129.63°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mudanjiang: 7227.0 km from centroid",
" Whangarei: 3039.9 km from centroid",
" Yagoona: 1848.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mudanjiang",
"FINAL ANSWER: Mudanjiang"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 46.84158,
"lon": -0.49042,
"name": "Bressuire"
},
{
"lat": 40.43355,
"lon": -3.68429,
"name": "Castellana"
},
{
"lat": 50.93333,
"lon": 9.21667,
"name": "Schwalmstadt"
},
{
"lat": 38.99915,
"lon": -3.36991,
"name": "Manzanares"
},
{
"lat": 8.55142,
"lon": 76.96079,
"name": "Kudappanakkunnu"
}
],
"question": "Which location is the geographic outlier among: Bressuire, Castellana, Schwalmstadt, Manzanares, Kudappanakkunnu?",
"ground_truth": {
"answer": "Kudappanakkunnu",
"outlier_distance_km": 6896.8,
"second_furthest_km": 1717.6,
"clarity_ratio": 4.02,
"median_distance_km": 1713.7,
"distances_to_centroid": {
"Bressuire": 1713.7,
"Castellana": 1717.6,
"Schwalmstadt": 1616.8,
"Manzanares": 1681.0,
"Kudappanakkunnu": 6896.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bressuire: (46.84°, -0.49°)",
" Castellana: (40.43°, -3.68°)",
" Schwalmstadt: (50.93°, 9.22°)",
" Manzanares: (39.00°, -3.37°)",
" Kudappanakkunnu: (8.55°, 76.96°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kudappanakkunnu: 6896.8 km from centroid",
" Castellana: 1717.6 km from centroid",
" Bressuire: 1713.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kudappanakkunnu",
"FINAL ANSWER: Kudappanakkunnu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.06003,
"lon": 115.955,
"name": "Thornlie"
},
{
"lat": -33.76667,
"lon": 150.81667,
"name": "Mount Druitt"
},
{
"lat": -41.13827,
"lon": 175.0502,
"name": "Upper Hutt"
},
{
"lat": -27.56056,
"lon": 151.95386,
"name": "Toowoomba"
},
{
"lat": 31.55371,
"lon": 25.15793,
"name": "As Sallūm"
}
],
"question": "Which location is the geographic outlier among: Thornlie, Mount Druitt, Upper Hutt, Toowoomba, As Sallūm?",
"ground_truth": {
"answer": "As Sallūm",
"outlier_distance_km": 11973.8,
"second_furthest_km": 5308.0,
"clarity_ratio": 2.26,
"median_distance_km": 3034.6,
"distances_to_centroid": {
"Thornlie": 1493.6,
"Mount Druitt": 3034.6,
"Upper Hutt": 5308.0,
"Toowoomba": 2955.1,
"As Sallūm": 11973.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Thornlie: (-32.06°, 115.95°)",
" Mount Druitt: (-33.77°, 150.82°)",
" Upper Hutt: (-41.14°, 175.05°)",
" Toowoomba: (-27.56°, 151.95°)",
" As Sallūm: (31.55°, 25.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" As Sallūm: 11973.8 km from centroid",
" Upper Hutt: 5308.0 km from centroid",
" Mount Druitt: 3034.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: As Sallūm",
"FINAL ANSWER: As Sallūm"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -4.03972,
"lon": -38.63722,
"name": "Guaiúba"
},
{
"lat": -7.14,
"lon": -35.08639,
"name": "Cruz do Espírito Santo"
},
{
"lat": -26.56472,
"lon": -52.32833,
"name": "Abelardo Luz"
},
{
"lat": -17.345,
"lon": -44.94194,
"name": "Pirapora"
},
{
"lat": 60.91,
"lon": 34.16188,
"name": "Podporozh’ye"
}
],
"question": "Which location is the geographic outlier among: Guaiúba, Cruz do Espírito Santo, Abelardo Luz, Pirapora, Podporozh’ye?",
"ground_truth": {
"answer": "Podporozh’ye",
"outlier_distance_km": 8401.1,
"second_furthest_km": 4082.4,
"clarity_ratio": 2.06,
"median_distance_km": 2818.6,
"distances_to_centroid": {
"Guaiúba": 1379.6,
"Cruz do Espírito Santo": 1259.4,
"Abelardo Luz": 4082.4,
"Pirapora": 2818.6,
"Podporozh’ye": 8401.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Guaiúba: (-4.04°, -38.64°)",
" Cruz do Espírito Santo: (-7.14°, -35.09°)",
" Abelardo Luz: (-26.56°, -52.33°)",
" Pirapora: (-17.34°, -44.94°)",
" Podporozh’ye: (60.91°, 34.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Podporozh’ye: 8401.1 km from centroid",
" Abelardo Luz: 4082.4 km from centroid",
" Pirapora: 2818.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Podporozh’ye",
"FINAL ANSWER: Podporozh’ye"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.3242,
"lon": -83.40021,
"name": "Westland"
},
{
"lat": 38.81084,
"lon": -94.92719,
"name": "Gardner"
},
{
"lat": 32.54044,
"lon": -82.90375,
"name": "Dublin"
},
{
"lat": 42.7262,
"lon": -71.19089,
"name": "Methuen"
},
{
"lat": 5.65396,
"lon": 0.0264,
"name": "Tema New Town"
}
],
"question": "Which location is the geographic outlier among: Westland, Gardner, Dublin, Methuen, Tema New Town?",
"ground_truth": {
"answer": "Tema New Town",
"outlier_distance_km": 7470.8,
"second_furthest_km": 2656.3,
"clarity_ratio": 2.81,
"median_distance_km": 1852.0,
"distances_to_centroid": {
"Westland": 1852.0,
"Gardner": 2656.3,
"Dublin": 1539.3,
"Methuen": 1219.3,
"Tema New Town": 7470.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Westland: (42.32°, -83.40°)",
" Gardner: (38.81°, -94.93°)",
" Dublin: (32.54°, -82.90°)",
" Methuen: (42.73°, -71.19°)",
" Tema New Town: (5.65°, 0.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tema New Town: 7470.8 km from centroid",
" Gardner: 2656.3 km from centroid",
" Westland: 1852.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tema New Town",
"FINAL ANSWER: Tema New Town"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.83211,
"lon": 151.35623,
"name": "Cessnock"
},
{
"lat": -37.74981,
"lon": 144.9109,
"name": "Essendon"
},
{
"lat": -37.8,
"lon": 144.9,
"name": "Footscray"
},
{
"lat": -33.91439,
"lon": 151.24895,
"name": "Randwick"
},
{
"lat": 7.85868,
"lon": 10.97187,
"name": "Beli"
}
],
"question": "Which location is the geographic outlier among: Cessnock, Essendon, Footscray, Randwick, Beli?",
"ground_truth": {
"answer": "Beli",
"outlier_distance_km": 12352.1,
"second_furthest_km": 3021.9,
"clarity_ratio": 4.09,
"median_distance_km": 3020.1,
"distances_to_centroid": {
"Cessnock": 3020.1,
"Essendon": 2566.7,
"Footscray": 2567.8,
"Randwick": 3021.9,
"Beli": 12352.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cessnock: (-32.83°, 151.36°)",
" Essendon: (-37.75°, 144.91°)",
" Footscray: (-37.80°, 144.90°)",
" Randwick: (-33.91°, 151.25°)",
" Beli: (7.86°, 10.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Beli: 12352.1 km from centroid",
" Randwick: 3021.9 km from centroid",
" Cessnock: 3020.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Beli",
"FINAL ANSWER: Beli"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.92893,
"lon": 151.05111,
"name": "Punchbowl"
},
{
"lat": -27.96724,
"lon": 153.39796,
"name": "Southport"
},
{
"lat": -33.9681,
"lon": 151.13564,
"name": "Kogarah"
},
{
"lat": -12.46113,
"lon": 130.84185,
"name": "Darwin"
},
{
"lat": -6.10167,
"lon": -49.59806,
"name": "Curionópolis"
}
],
"question": "Which location is the geographic outlier among: Punchbowl, Southport, Kogarah, Darwin, Curionópolis?",
"ground_truth": {
"answer": "Curionópolis",
"outlier_distance_km": 15933.2,
"second_furthest_km": 4630.6,
"clarity_ratio": 3.44,
"median_distance_km": 4418.1,
"distances_to_centroid": {
"Punchbowl": 4410.0,
"Southport": 4630.6,
"Kogarah": 4418.1,
"Darwin": 2738.5,
"Curionópolis": 15933.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Punchbowl: (-33.93°, 151.05°)",
" Southport: (-27.97°, 153.40°)",
" Kogarah: (-33.97°, 151.14°)",
" Darwin: (-12.46°, 130.84°)",
" Curionópolis: (-6.10°, -49.60°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Curionópolis: 15933.2 km from centroid",
" Southport: 4630.6 km from centroid",
" Kogarah: 4418.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Curionópolis",
"FINAL ANSWER: Curionópolis"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 46.23958,
"lon": -119.10057,
"name": "Pasco"
},
{
"lat": 40.59344,
"lon": -74.1632,
"name": "New Springville"
},
{
"lat": 33.63967,
"lon": -117.84164,
"name": "UC Irvine"
},
{
"lat": 42.27756,
"lon": -83.74088,
"name": "Ann Arbor"
},
{
"lat": -25.76972,
"lon": -49.71583,
"name": "Lapa"
}
],
"question": "Which location is the geographic outlier among: Pasco, New Springville, UC Irvine, Ann Arbor, Lapa?",
"ground_truth": {
"answer": "Lapa",
"outlier_distance_km": 7249.0,
"second_furthest_km": 3372.6,
"clarity_ratio": 2.15,
"median_distance_km": 2846.6,
"distances_to_centroid": {
"Pasco": 3372.6,
"New Springville": 1994.9,
"UC Irvine": 2846.6,
"Ann Arbor": 1719.8,
"Lapa": 7249.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pasco: (46.24°, -119.10°)",
" New Springville: (40.59°, -74.16°)",
" UC Irvine: (33.64°, -117.84°)",
" Ann Arbor: (42.28°, -83.74°)",
" Lapa: (-25.77°, -49.72°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lapa: 7249.0 km from centroid",
" Pasco: 3372.6 km from centroid",
" UC Irvine: 2846.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lapa",
"FINAL ANSWER: Lapa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -31.84062,
"lon": 115.89549,
"name": "Ballajura"
},
{
"lat": -37.91928,
"lon": 145.05301,
"name": "Bentleigh East"
},
{
"lat": -38.26667,
"lon": 145.01667,
"name": "Mount Martha"
},
{
"lat": -37.73333,
"lon": 144.8,
"name": "Saint Albans"
},
{
"lat": 9.25778,
"lon": -73.81228,
"name": "Chimichagua"
}
],
"question": "Which location is the geographic outlier among: Ballajura, Bentleigh East, Mount Martha, Saint Albans, Chimichagua?",
"ground_truth": {
"answer": "Chimichagua",
"outlier_distance_km": 17710.8,
"second_furthest_km": 4741.4,
"clarity_ratio": 3.74,
"median_distance_km": 4737.9,
"distances_to_centroid": {
"Ballajura": 2042.8,
"Bentleigh East": 4741.4,
"Mount Martha": 4737.9,
"Saint Albans": 4719.4,
"Chimichagua": 17710.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ballajura: (-31.84°, 115.90°)",
" Bentleigh East: (-37.92°, 145.05°)",
" Mount Martha: (-38.27°, 145.02°)",
" Saint Albans: (-37.73°, 144.80°)",
" Chimichagua: (9.26°, -73.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Chimichagua: 17710.8 km from centroid",
" Bentleigh East: 4741.4 km from centroid",
" Mount Martha: 4737.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Chimichagua",
"FINAL ANSWER: Chimichagua"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.0646,
"lon": 174.94212,
"name": "Papakura"
},
{
"lat": -33.85,
"lon": 151.03333,
"name": "Auburn"
},
{
"lat": -36.75818,
"lon": 144.28024,
"name": "Bendigo"
},
{
"lat": -20.72523,
"lon": 139.49727,
"name": "Mount Isa"
},
{
"lat": 6.7,
"lon": 6.33333,
"name": "Uromi"
}
],
"question": "Which location is the geographic outlier among: Papakura, Auburn, Bendigo, Mount Isa, Uromi?",
"ground_truth": {
"answer": "Uromi",
"outlier_distance_km": 13033.2,
"second_furthest_km": 5078.6,
"clarity_ratio": 2.57,
"median_distance_km": 2890.7,
"distances_to_centroid": {
"Papakura": 5078.6,
"Auburn": 2890.7,
"Bendigo": 2435.3,
"Mount Isa": 1718.5,
"Uromi": 13033.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Papakura: (-37.06°, 174.94°)",
" Auburn: (-33.85°, 151.03°)",
" Bendigo: (-36.76°, 144.28°)",
" Mount Isa: (-20.73°, 139.50°)",
" Uromi: (6.70°, 6.33°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Uromi: 13033.2 km from centroid",
" Papakura: 5078.6 km from centroid",
" Auburn: 2890.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Uromi",
"FINAL ANSWER: Uromi"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 44.05755,
"lon": 12.56528,
"name": "Rimini"
},
{
"lat": 45.78693,
"lon": 4.9251,
"name": "Vaulx-en-Velin"
},
{
"lat": 36.9838,
"lon": -5.93933,
"name": "Las Cabezas de San Juan"
},
{
"lat": 60.01667,
"lon": 30.35,
"name": "Sosnovka"
},
{
"lat": -37.87822,
"lon": 175.4402,
"name": "Cambridge"
}
],
"question": "Which location is the geographic outlier among: Rimini, Vaulx-en-Velin, Las Cabezas de San Juan, Sosnovka, Cambridge?",
"ground_truth": {
"answer": "Cambridge",
"outlier_distance_km": 15538.9,
"second_furthest_km": 4604.8,
"clarity_ratio": 3.37,
"median_distance_km": 3775.9,
"distances_to_centroid": {
"Rimini": 3144.7,
"Vaulx-en-Velin": 3775.9,
"Las Cabezas de San Juan": 4604.8,
"Sosnovka": 3501.3,
"Cambridge": 15538.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Rimini: (44.06°, 12.57°)",
" Vaulx-en-Velin: (45.79°, 4.93°)",
" Las Cabezas de San Juan: (36.98°, -5.94°)",
" Sosnovka: (60.02°, 30.35°)",
" Cambridge: (-37.88°, 175.44°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Cambridge: 15538.9 km from centroid",
" Las Cabezas de San Juan: 4604.8 km from centroid",
" Vaulx-en-Velin: 3775.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Cambridge",
"FINAL ANSWER: Cambridge"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 15.87944,
"lon": 108.335,
"name": "Hoi An"
},
{
"lat": 30.421,
"lon": 112.8919,
"name": "Qianjiang"
},
{
"lat": 26.31688,
"lon": 89.66549,
"name": "Tufānganj"
},
{
"lat": 29.05028,
"lon": 106.73639,
"name": "Sanjiao"
},
{
"lat": 31.70932,
"lon": -98.99116,
"name": "Brownwood"
}
],
"question": "Which location is the geographic outlier among: Hoi An, Qianjiang, Tufānganj, Sanjiao, Brownwood?",
"ground_truth": {
"answer": "Brownwood",
"outlier_distance_km": 13269.3,
"second_furthest_km": 4783.1,
"clarity_ratio": 2.77,
"median_distance_km": 4749.9,
"distances_to_centroid": {
"Hoi An": 4749.9,
"Qianjiang": 4783.1,
"Tufānganj": 2577.1,
"Sanjiao": 4213.0,
"Brownwood": 13269.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hoi An: (15.88°, 108.33°)",
" Qianjiang: (30.42°, 112.89°)",
" Tufānganj: (26.32°, 89.67°)",
" Sanjiao: (29.05°, 106.74°)",
" Brownwood: (31.71°, -98.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Brownwood: 13269.3 km from centroid",
" Qianjiang: 4783.1 km from centroid",
" Hoi An: 4749.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Brownwood",
"FINAL ANSWER: Brownwood"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.77271,
"lon": 151.08184,
"name": "Epping"
},
{
"lat": -41.51603,
"lon": 173.9528,
"name": "Blenheim"
},
{
"lat": -32.05251,
"lon": 115.88782,
"name": "Willetton"
},
{
"lat": -33.8178,
"lon": 151.00348,
"name": "Parramatta"
},
{
"lat": 49.68369,
"lon": 8.61839,
"name": "Bensheim"
}
],
"question": "Which location is the geographic outlier among: Epping, Blenheim, Willetton, Parramatta, Bensheim?",
"ground_truth": {
"answer": "Bensheim",
"outlier_distance_km": 13084.5,
"second_furthest_km": 5685.8,
"clarity_ratio": 2.3,
"median_distance_km": 3520.2,
"distances_to_centroid": {
"Epping": 3520.2,
"Blenheim": 5685.8,
"Willetton": 1587.2,
"Parramatta": 3515.3,
"Bensheim": 13084.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Epping: (-33.77°, 151.08°)",
" Blenheim: (-41.52°, 173.95°)",
" Willetton: (-32.05°, 115.89°)",
" Parramatta: (-33.82°, 151.00°)",
" Bensheim: (49.68°, 8.62°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bensheim: 13084.5 km from centroid",
" Blenheim: 5685.8 km from centroid",
" Epping: 3520.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bensheim",
"FINAL ANSWER: Bensheim"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 33.09179,
"lon": -97.04668,
"name": "Highland Village"
},
{
"lat": 37.87715,
"lon": -122.17969,
"name": "Orinda"
},
{
"lat": 22.36094,
"lon": -97.89997,
"name": "Miramar"
},
{
"lat": 40.80899,
"lon": -73.92291,
"name": "Mott Haven"
},
{
"lat": 51.16158,
"lon": 13.4737,
"name": "Meissen"
}
],
"question": "Which location is the geographic outlier among: Highland Village, Orinda, Miramar, Mott Haven, Meissen?",
"ground_truth": {
"answer": "Meissen",
"outlier_distance_km": 6830.6,
"second_furthest_km": 4075.4,
"clarity_ratio": 1.68,
"median_distance_km": 2698.0,
"distances_to_centroid": {
"Highland Village": 2003.8,
"Orinda": 4075.4,
"Miramar": 2698.0,
"Mott Haven": 439.0,
"Meissen": 6830.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Highland Village: (33.09°, -97.05°)",
" Orinda: (37.88°, -122.18°)",
" Miramar: (22.36°, -97.90°)",
" Mott Haven: (40.81°, -73.92°)",
" Meissen: (51.16°, 13.47°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Meissen: 6830.6 km from centroid",
" Orinda: 4075.4 km from centroid",
" Miramar: 2698.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Meissen",
"FINAL ANSWER: Meissen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -38.11342,
"lon": 145.28326,
"name": "Cranbourne"
},
{
"lat": -38.03333,
"lon": 145.35,
"name": "Berwick"
},
{
"lat": -27.49325,
"lon": 153.05826,
"name": "Coorparoo"
},
{
"lat": -31.76737,
"lon": 115.96936,
"name": "Ellenbrook"
},
{
"lat": 6.04024,
"lon": -0.80876,
"name": "Akwatia"
}
],
"question": "Which location is the geographic outlier among: Cranbourne, Berwick, Coorparoo, Ellenbrook, Akwatia?",
"ground_truth": {
"answer": "Akwatia",
"outlier_distance_km": 12556.3,
"second_furthest_km": 4087.1,
"clarity_ratio": 3.07,
"median_distance_km": 3420.6,
"distances_to_centroid": {
"Cranbourne": 3417.0,
"Berwick": 3420.6,
"Coorparoo": 4087.1,
"Ellenbrook": 772.4,
"Akwatia": 12556.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cranbourne: (-38.11°, 145.28°)",
" Berwick: (-38.03°, 145.35°)",
" Coorparoo: (-27.49°, 153.06°)",
" Ellenbrook: (-31.77°, 115.97°)",
" Akwatia: (6.04°, -0.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Akwatia: 12556.3 km from centroid",
" Coorparoo: 4087.1 km from centroid",
" Berwick: 3420.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Akwatia",
"FINAL ANSWER: Akwatia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.40008,
"lon": -74.13256,
"name": "Saint-Lazare"
},
{
"lat": 25.62177,
"lon": -80.32477,
"name": "Palmetto Bay"
},
{
"lat": 20.05161,
"lon": -99.34397,
"name": "Tula de Allende"
},
{
"lat": 41.1145,
"lon": -83.17797,
"name": "Tiffin"
},
{
"lat": -26.65682,
"lon": 153.07955,
"name": "Sunshine Coast"
}
],
"question": "Which location is the geographic outlier among: Saint-Lazare, Palmetto Bay, Tula de Allende, Tiffin, Sunshine Coast?",
"ground_truth": {
"answer": "Sunshine Coast",
"outlier_distance_km": 18838.6,
"second_furthest_km": 6469.3,
"clarity_ratio": 2.91,
"median_distance_km": 4872.7,
"distances_to_centroid": {
"Saint-Lazare": 4337.0,
"Palmetto Bay": 4453.8,
"Tula de Allende": 6469.3,
"Tiffin": 4872.7,
"Sunshine Coast": 18838.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Saint-Lazare: (45.40°, -74.13°)",
" Palmetto Bay: (25.62°, -80.32°)",
" Tula de Allende: (20.05°, -99.34°)",
" Tiffin: (41.11°, -83.18°)",
" Sunshine Coast: (-26.66°, 153.08°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sunshine Coast: 18838.6 km from centroid",
" Tula de Allende: 6469.3 km from centroid",
" Tiffin: 4872.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sunshine Coast",
"FINAL ANSWER: Sunshine Coast"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 30.91204,
"lon": 75.85379,
"name": "Ludhiana"
},
{
"lat": 19.92672,
"lon": 74.7275,
"name": "Vaijāpur"
},
{
"lat": 25.46335,
"lon": 99.52826,
"name": "Bonan"
},
{
"lat": 31.35333,
"lon": 106.06309,
"name": "Nanlong"
},
{
"lat": 51.18035,
"lon": 14.43494,
"name": "Bautzen"
}
],
"question": "Which location is the geographic outlier among: Ludhiana, Vaijāpur, Bonan, Nanlong, Bautzen?",
"ground_truth": {
"answer": "Bautzen",
"outlier_distance_km": 5250.6,
"second_furthest_km": 3015.8,
"clarity_ratio": 1.74,
"median_distance_km": 2570.3,
"distances_to_centroid": {
"Ludhiana": 190.0,
"Vaijāpur": 1318.0,
"Bonan": 2570.3,
"Nanlong": 3015.8,
"Bautzen": 5250.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ludhiana: (30.91°, 75.85°)",
" Vaijāpur: (19.93°, 74.73°)",
" Bonan: (25.46°, 99.53°)",
" Nanlong: (31.35°, 106.06°)",
" Bautzen: (51.18°, 14.43°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bautzen: 5250.6 km from centroid",
" Nanlong: 3015.8 km from centroid",
" Bonan: 2570.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bautzen",
"FINAL ANSWER: Bautzen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.58333,
"lon": 153.1,
"name": "Eight Mile Plains"
},
{
"lat": -37.78333,
"lon": 175.28333,
"name": "Hamilton"
},
{
"lat": -33.8188,
"lon": 151.1062,
"name": "Ryde"
},
{
"lat": -37.9,
"lon": 145.18333,
"name": "Wheelers Hill"
},
{
"lat": 43.70313,
"lon": 7.26608,
"name": "Nice"
}
],
"question": "Which location is the geographic outlier among: Eight Mile Plains, Hamilton, Ryde, Wheelers Hill, Nice?",
"ground_truth": {
"answer": "Nice",
"outlier_distance_km": 13752.5,
"second_furthest_km": 5169.9,
"clarity_ratio": 2.66,
"median_distance_km": 2971.8,
"distances_to_centroid": {
"Eight Mile Plains": 2897.8,
"Hamilton": 5169.9,
"Ryde": 2971.8,
"Wheelers Hill": 2808.8,
"Nice": 13752.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Eight Mile Plains: (-27.58°, 153.10°)",
" Hamilton: (-37.78°, 175.28°)",
" Ryde: (-33.82°, 151.11°)",
" Wheelers Hill: (-37.90°, 145.18°)",
" Nice: (43.70°, 7.27°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nice: 13752.5 km from centroid",
" Hamilton: 5169.9 km from centroid",
" Ryde: 2971.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nice",
"FINAL ANSWER: Nice"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 47.56013,
"lon": 7.78715,
"name": "Rheinfelden"
},
{
"lat": 50.10068,
"lon": 11.45032,
"name": "Kulmbach"
},
{
"lat": 51.15914,
"lon": 11.11524,
"name": "Sömmerda"
},
{
"lat": 50.9466,
"lon": 17.2926,
"name": "Oława"
},
{
"lat": 42.1103,
"lon": -88.03424,
"name": "Palatine"
}
],
"question": "Which location is the geographic outlier among: Rheinfelden, Kulmbach, Sömmerda, Oława, Palatine?",
"ground_truth": {
"answer": "Palatine",
"outlier_distance_km": 6009.2,
"second_furthest_km": 1838.9,
"clarity_ratio": 3.27,
"median_distance_km": 1426.5,
"distances_to_centroid": {
"Rheinfelden": 1182.5,
"Kulmbach": 1426.5,
"Sömmerda": 1408.4,
"Oława": 1838.9,
"Palatine": 6009.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Rheinfelden: (47.56°, 7.79°)",
" Kulmbach: (50.10°, 11.45°)",
" Sömmerda: (51.16°, 11.12°)",
" Oława: (50.95°, 17.29°)",
" Palatine: (42.11°, -88.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Palatine: 6009.2 km from centroid",
" Oława: 1838.9 km from centroid",
" Kulmbach: 1426.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Palatine",
"FINAL ANSWER: Palatine"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.58294,
"lon": 21.54779,
"name": "Kozienice"
},
{
"lat": 49.24762,
"lon": 11.09111,
"name": "Roth"
},
{
"lat": 48.10881,
"lon": 11.72653,
"name": "Haar"
},
{
"lat": 39.50263,
"lon": -0.44079,
"name": "Paterna"
},
{
"lat": 27.73976,
"lon": 75.78652,
"name": "Neem ka Thana"
}
],
"question": "Which location is the geographic outlier among: Kozienice, Roth, Haar, Paterna, Neem ka Thana?",
"ground_truth": {
"answer": "Neem ka Thana",
"outlier_distance_km": 4912.1,
"second_furthest_km": 2068.8,
"clarity_ratio": 2.37,
"median_distance_km": 1190.6,
"distances_to_centroid": {
"Kozienice": 945.3,
"Roth": 1190.6,
"Haar": 1091.1,
"Paterna": 2068.8,
"Neem ka Thana": 4912.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kozienice: (51.58°, 21.55°)",
" Roth: (49.25°, 11.09°)",
" Haar: (48.11°, 11.73°)",
" Paterna: (39.50°, -0.44°)",
" Neem ka Thana: (27.74°, 75.79°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Neem ka Thana: 4912.1 km from centroid",
" Paterna: 2068.8 km from centroid",
" Roth: 1190.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Neem ka Thana",
"FINAL ANSWER: Neem ka Thana"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.85,
"lon": 151.03333,
"name": "Auburn"
},
{
"lat": -33.95,
"lon": 151.13333,
"name": "Rockdale"
},
{
"lat": -32.5269,
"lon": 115.7217,
"name": "Mandurah"
},
{
"lat": -38.65333,
"lon": 178.00417,
"name": "Gisborne"
},
{
"lat": 20.9,
"lon": 105.58333,
"name": "Xuân Mai"
}
],
"question": "Which location is the geographic outlier among: Auburn, Rockdale, Mandurah, Gisborne, Xuân Mai?",
"ground_truth": {
"answer": "Xuân Mai",
"outlier_distance_km": 6215.2,
"second_furthest_km": 3923.4,
"clarity_ratio": 1.58,
"median_distance_km": 2598.6,
"distances_to_centroid": {
"Auburn": 1544.3,
"Rockdale": 1558.7,
"Mandurah": 2598.6,
"Gisborne": 3923.4,
"Xuân Mai": 6215.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Auburn: (-33.85°, 151.03°)",
" Rockdale: (-33.95°, 151.13°)",
" Mandurah: (-32.53°, 115.72°)",
" Gisborne: (-38.65°, 178.00°)",
" Xuân Mai: (20.90°, 105.58°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Xuân Mai: 6215.2 km from centroid",
" Gisborne: 3923.4 km from centroid",
" Mandurah: 2598.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Xuân Mai",
"FINAL ANSWER: Xuân Mai"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.9236,
"lon": 22.22706,
"name": "Kraśnik"
},
{
"lat": 51.28333,
"lon": -0.83333,
"name": "Fleet"
},
{
"lat": 53.59782,
"lon": 34.33825,
"name": "Dyat’kovo"
},
{
"lat": 41.68921,
"lon": 2.48965,
"name": "Sant Celoni"
},
{
"lat": 34.69804,
"lon": -118.13674,
"name": "Lancaster"
}
],
"question": "Which location is the geographic outlier among: Kraśnik, Fleet, Dyat’kovo, Sant Celoni, Lancaster?",
"ground_truth": {
"answer": "Lancaster",
"outlier_distance_km": 8365.7,
"second_furthest_km": 3340.3,
"clarity_ratio": 2.5,
"median_distance_km": 2536.6,
"distances_to_centroid": {
"Kraśnik": 2536.6,
"Fleet": 975.9,
"Dyat’kovo": 3340.3,
"Sant Celoni": 1268.7,
"Lancaster": 8365.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kraśnik: (50.92°, 22.23°)",
" Fleet: (51.28°, -0.83°)",
" Dyat’kovo: (53.60°, 34.34°)",
" Sant Celoni: (41.69°, 2.49°)",
" Lancaster: (34.70°, -118.14°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lancaster: 8365.7 km from centroid",
" Dyat’kovo: 3340.3 km from centroid",
" Kraśnik: 2536.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lancaster",
"FINAL ANSWER: Lancaster"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -16.17028,
"lon": -42.29028,
"name": "Salinas"
},
{
"lat": -28.64397,
"lon": -53.60633,
"name": "Cruz Alta"
},
{
"lat": -32.94682,
"lon": -60.63932,
"name": "Rosario"
},
{
"lat": -33.98219,
"lon": -70.7104,
"name": "San Francisco de Mostazal"
},
{
"lat": 41.41885,
"lon": 2.17364,
"name": "el Guinardó"
}
],
"question": "Which location is the geographic outlier among: Salinas, Cruz Alta, Rosario, San Francisco de Mostazal, el Guinardó?",
"ground_truth": {
"answer": "el Guinardó",
"outlier_distance_km": 7840.8,
"second_furthest_km": 3403.8,
"clarity_ratio": 2.3,
"median_distance_km": 2628.3,
"distances_to_centroid": {
"Salinas": 374.6,
"Cruz Alta": 1847.5,
"Rosario": 2628.3,
"San Francisco de Mostazal": 3403.8,
"el Guinardó": 7840.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Salinas: (-16.17°, -42.29°)",
" Cruz Alta: (-28.64°, -53.61°)",
" Rosario: (-32.95°, -60.64°)",
" San Francisco de Mostazal: (-33.98°, -70.71°)",
" el Guinardó: (41.42°, 2.17°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" el Guinardó: 7840.8 km from centroid",
" San Francisco de Mostazal: 3403.8 km from centroid",
" Rosario: 2628.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: el Guinardó",
"FINAL ANSWER: el Guinardó"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 53.62744,
"lon": 21.81253,
"name": "Pisz"
},
{
"lat": 50.9856,
"lon": 7.13298,
"name": "Bergisch Gladbach"
},
{
"lat": 50.7282,
"lon": 16.65141,
"name": "Dzierżoniów"
},
{
"lat": 52.44859,
"lon": -2.04938,
"name": "Halesowen"
},
{
"lat": 29.36857,
"lon": -94.97131,
"name": "La Marque"
}
],
"question": "Which location is the geographic outlier among: Pisz, Bergisch Gladbach, Dzierżoniów, Halesowen, La Marque?",
"ground_truth": {
"answer": "La Marque",
"outlier_distance_km": 7275.7,
"second_furthest_km": 2348.2,
"clarity_ratio": 3.1,
"median_distance_km": 1984.2,
"distances_to_centroid": {
"Pisz": 2348.2,
"Bergisch Gladbach": 1321.9,
"Dzierżoniów": 1984.2,
"Halesowen": 810.6,
"La Marque": 7275.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pisz: (53.63°, 21.81°)",
" Bergisch Gladbach: (50.99°, 7.13°)",
" Dzierżoniów: (50.73°, 16.65°)",
" Halesowen: (52.45°, -2.05°)",
" La Marque: (29.37°, -94.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" La Marque: 7275.7 km from centroid",
" Pisz: 2348.2 km from centroid",
" Dzierżoniów: 1984.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: La Marque",
"FINAL ANSWER: La Marque"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.75155,
"lon": 149.72086,
"name": "Goulburn"
},
{
"lat": -37.83961,
"lon": 144.94228,
"name": "Port Melbourne"
},
{
"lat": -27.61025,
"lon": 153.05388,
"name": "Sunnybank Hills"
},
{
"lat": -34.91119,
"lon": 138.70735,
"name": "Adelaide Hills"
},
{
"lat": 11.12018,
"lon": 76.11996,
"name": "Manjeri"
}
],
"question": "Which location is the geographic outlier among: Goulburn, Port Melbourne, Sunnybank Hills, Adelaide Hills, Manjeri?",
"ground_truth": {
"answer": "Manjeri",
"outlier_distance_km": 7300.9,
"second_furthest_km": 2070.9,
"clarity_ratio": 3.53,
"median_distance_km": 1991.4,
"distances_to_centroid": {
"Goulburn": 1991.4,
"Port Melbourne": 1866.4,
"Sunnybank Hills": 2070.9,
"Adelaide Hills": 1272.7,
"Manjeri": 7300.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Goulburn: (-34.75°, 149.72°)",
" Port Melbourne: (-37.84°, 144.94°)",
" Sunnybank Hills: (-27.61°, 153.05°)",
" Adelaide Hills: (-34.91°, 138.71°)",
" Manjeri: (11.12°, 76.12°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Manjeri: 7300.9 km from centroid",
" Sunnybank Hills: 2070.9 km from centroid",
" Goulburn: 1991.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Manjeri",
"FINAL ANSWER: Manjeri"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 5.01806,
"lon": -1.66437,
"name": "Shama Junction"
},
{
"lat": 9.87342,
"lon": 7.95407,
"name": "Kachia"
},
{
"lat": -30.69366,
"lon": 26.71141,
"name": "Aliwal North"
},
{
"lat": 5.2717,
"lon": -1.0152,
"name": "Mankesim"
},
{
"lat": -37.8,
"lon": 144.96667,
"name": "Carlton"
}
],
"question": "Which location is the geographic outlier among: Shama Junction, Kachia, Aliwal North, Mankesim, Carlton?",
"ground_truth": {
"answer": "Carlton",
"outlier_distance_km": 11018.9,
"second_furthest_km": 4418.2,
"clarity_ratio": 2.49,
"median_distance_km": 4362.1,
"distances_to_centroid": {
"Shama Junction": 4418.2,
"Kachia": 3733.3,
"Aliwal North": 2504.9,
"Mankesim": 4362.1,
"Carlton": 11018.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shama Junction: (5.02°, -1.66°)",
" Kachia: (9.87°, 7.95°)",
" Aliwal North: (-30.69°, 26.71°)",
" Mankesim: (5.27°, -1.02°)",
" Carlton: (-37.80°, 144.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Carlton: 11018.9 km from centroid",
" Shama Junction: 4418.2 km from centroid",
" Mankesim: 4362.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Carlton",
"FINAL ANSWER: Carlton"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 39.42814,
"lon": -0.41765,
"name": "Paiporta"
},
{
"lat": 45.70843,
"lon": 8.90763,
"name": "Tradate"
},
{
"lat": 49.74657,
"lon": 8.11513,
"name": "Alzey"
},
{
"lat": 55.88431,
"lon": 38.7864,
"name": "Elektrogorsk"
},
{
"lat": -33.9049,
"lon": 151.01996,
"name": "Yagoona"
}
],
"question": "Which location is the geographic outlier among: Paiporta, Tradate, Alzey, Elektrogorsk, Yagoona?",
"ground_truth": {
"answer": "Yagoona",
"outlier_distance_km": 13564.2,
"second_furthest_km": 3848.4,
"clarity_ratio": 3.52,
"median_distance_km": 3422.6,
"distances_to_centroid": {
"Paiporta": 3848.4,
"Tradate": 3204.0,
"Alzey": 3422.6,
"Elektrogorsk": 2732.6,
"Yagoona": 13564.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Paiporta: (39.43°, -0.42°)",
" Tradate: (45.71°, 8.91°)",
" Alzey: (49.75°, 8.12°)",
" Elektrogorsk: (55.88°, 38.79°)",
" Yagoona: (-33.90°, 151.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Yagoona: 13564.2 km from centroid",
" Paiporta: 3848.4 km from centroid",
" Alzey: 3422.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Yagoona",
"FINAL ANSWER: Yagoona"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -38.03333,
"lon": 145.35,
"name": "Berwick"
},
{
"lat": -28.00274,
"lon": 153.42999,
"name": "Surfers Paradise"
},
{
"lat": -33.79728,
"lon": 150.7847,
"name": "St Clair"
},
{
"lat": -37.78333,
"lon": 175.28333,
"name": "Hamilton"
},
{
"lat": -22.22917,
"lon": -50.89306,
"name": "Rancharia"
}
],
"question": "Which location is the geographic outlier among: Berwick, Surfers Paradise, St Clair, Hamilton, Rancharia?",
"ground_truth": {
"answer": "Rancharia",
"outlier_distance_km": 13799.0,
"second_furthest_km": 5460.7,
"clarity_ratio": 2.53,
"median_distance_km": 3727.8,
"distances_to_centroid": {
"Berwick": 2850.1,
"Surfers Paradise": 3727.8,
"St Clair": 3350.2,
"Hamilton": 5460.7,
"Rancharia": 13799.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Berwick: (-38.03°, 145.35°)",
" Surfers Paradise: (-28.00°, 153.43°)",
" St Clair: (-33.80°, 150.78°)",
" Hamilton: (-37.78°, 175.28°)",
" Rancharia: (-22.23°, -50.89°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rancharia: 13799.0 km from centroid",
" Hamilton: 5460.7 km from centroid",
" Surfers Paradise: 3727.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rancharia",
"FINAL ANSWER: Rancharia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.75647,
"lon": -83.97046,
"name": "Maryville"
},
{
"lat": 20.37237,
"lon": -101.06249,
"name": "Jaral del Progreso"
},
{
"lat": 40.86867,
"lon": -82.31822,
"name": "Ashland"
},
{
"lat": 42.49276,
"lon": -92.34296,
"name": "Waterloo"
},
{
"lat": 40.38897,
"lon": -3.74569,
"name": "Latina"
}
],
"question": "Which location is the geographic outlier among: Maryville, Jaral del Progreso, Ashland, Waterloo, Latina?",
"ground_truth": {
"answer": "Latina",
"outlier_distance_km": 5890.9,
"second_furthest_km": 3258.9,
"clarity_ratio": 1.81,
"median_distance_km": 1835.8,
"distances_to_centroid": {
"Maryville": 1016.4,
"Jaral del Progreso": 3258.9,
"Ashland": 999.0,
"Waterloo": 1835.8,
"Latina": 5890.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Maryville: (35.76°, -83.97°)",
" Jaral del Progreso: (20.37°, -101.06°)",
" Ashland: (40.87°, -82.32°)",
" Waterloo: (42.49°, -92.34°)",
" Latina: (40.39°, -3.75°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Latina: 5890.9 km from centroid",
" Jaral del Progreso: 3258.9 km from centroid",
" Waterloo: 1835.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Latina",
"FINAL ANSWER: Latina"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 31.09311,
"lon": 30.31418,
"name": "Abū Ḩummuş"
},
{
"lat": 30.90711,
"lon": 32.02341,
"name": "Munsha‘at Abū ‘Umar"
},
{
"lat": 6.45197,
"lon": 3.33115,
"name": "Ajegunle"
},
{
"lat": -0.15816,
"lon": 35.19645,
"name": "Muhoroni"
},
{
"lat": -36.88158,
"lon": 174.76204,
"name": "Mount Eden"
}
],
"question": "Which location is the geographic outlier among: Abū Ḩummuş, Munsha‘at Abū ‘Umar, Ajegunle, Muhoroni, Mount Eden?",
"ground_truth": {
"answer": "Mount Eden",
"outlier_distance_km": 13044.5,
"second_furthest_km": 5721.2,
"clarity_ratio": 2.28,
"median_distance_km": 3779.6,
"distances_to_centroid": {
"Abū Ḩummuş": 3779.6,
"Munsha‘at Abū ‘Umar": 3646.0,
"Ajegunle": 5721.2,
"Muhoroni": 2324.7,
"Mount Eden": 13044.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Abū Ḩummuş: (31.09°, 30.31°)",
" Munsha‘at Abū ‘Umar: (30.91°, 32.02°)",
" Ajegunle: (6.45°, 3.33°)",
" Muhoroni: (-0.16°, 35.20°)",
" Mount Eden: (-36.88°, 174.76°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mount Eden: 13044.5 km from centroid",
" Ajegunle: 5721.2 km from centroid",
" Abū Ḩummuş: 3779.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mount Eden",
"FINAL ANSWER: Mount Eden"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -19.96778,
"lon": -44.19833,
"name": "Betim"
},
{
"lat": -19.55778,
"lon": -44.08139,
"name": "Matozinhos"
},
{
"lat": -8.76194,
"lon": -63.90389,
"name": "Porto Velho"
},
{
"lat": -36.74553,
"lon": -72.47481,
"name": "Quillón"
},
{
"lat": -33.88834,
"lon": 151.12274,
"name": "Ashfield"
}
],
"question": "Which location is the geographic outlier among: Betim, Matozinhos, Porto Velho, Quillón, Ashfield?",
"ground_truth": {
"answer": "Ashfield",
"outlier_distance_km": 13429.4,
"second_furthest_km": 5646.0,
"clarity_ratio": 2.38,
"median_distance_km": 5479.2,
"distances_to_centroid": {
"Betim": 3067.0,
"Matozinhos": 3066.0,
"Porto Velho": 5479.2,
"Quillón": 5646.0,
"Ashfield": 13429.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Betim: (-19.97°, -44.20°)",
" Matozinhos: (-19.56°, -44.08°)",
" Porto Velho: (-8.76°, -63.90°)",
" Quillón: (-36.75°, -72.47°)",
" Ashfield: (-33.89°, 151.12°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ashfield: 13429.4 km from centroid",
" Quillón: 5646.0 km from centroid",
" Porto Velho: 5479.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ashfield",
"FINAL ANSWER: Ashfield"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.84806,
"lon": -52.99194,
"name": "Pinhalzinho"
},
{
"lat": -11.25583,
"lon": -39.37472,
"name": "Santaluz"
},
{
"lat": -12.53028,
"lon": -38.29917,
"name": "Mata de São João"
},
{
"lat": -24.28139,
"lon": -47.45972,
"name": "Miracatu"
},
{
"lat": 58.36848,
"lon": 45.51622,
"name": "Shar’ya"
}
],
"question": "Which location is the geographic outlier among: Pinhalzinho, Santaluz, Mata de São João, Miracatu, Shar’ya?",
"ground_truth": {
"answer": "Shar’ya",
"outlier_distance_km": 9290.5,
"second_furthest_km": 3844.2,
"clarity_ratio": 2.42,
"median_distance_km": 3237.2,
"distances_to_centroid": {
"Pinhalzinho": 3844.2,
"Santaluz": 1669.4,
"Mata de São João": 1652.2,
"Miracatu": 3237.2,
"Shar’ya": 9290.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pinhalzinho: (-26.85°, -52.99°)",
" Santaluz: (-11.26°, -39.37°)",
" Mata de São João: (-12.53°, -38.30°)",
" Miracatu: (-24.28°, -47.46°)",
" Shar’ya: (58.37°, 45.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Shar’ya: 9290.5 km from centroid",
" Pinhalzinho: 3844.2 km from centroid",
" Miracatu: 3237.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Shar’ya",
"FINAL ANSWER: Shar’ya"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -21.41972,
"lon": -50.0775,
"name": "Penápolis"
},
{
"lat": -29.71671,
"lon": -52.50321,
"name": "Vera Cruz"
},
{
"lat": -14.89528,
"lon": -41.96861,
"name": "Condeúba"
},
{
"lat": -7.19111,
"lon": -48.20722,
"name": "Araguaína"
},
{
"lat": 29.69224,
"lon": 75.23608,
"name": "Sardulgarh"
}
],
"question": "Which location is the geographic outlier among: Penápolis, Vera Cruz, Condeúba, Araguaína, Sardulgarh?",
"ground_truth": {
"answer": "Sardulgarh",
"outlier_distance_km": 11325.9,
"second_furthest_km": 3816.4,
"clarity_ratio": 2.97,
"median_distance_km": 3176.3,
"distances_to_centroid": {
"Penápolis": 3176.3,
"Vera Cruz": 3816.4,
"Condeúba": 2122.9,
"Araguaína": 2725.2,
"Sardulgarh": 11325.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Penápolis: (-21.42°, -50.08°)",
" Vera Cruz: (-29.72°, -52.50°)",
" Condeúba: (-14.90°, -41.97°)",
" Araguaína: (-7.19°, -48.21°)",
" Sardulgarh: (29.69°, 75.24°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sardulgarh: 11325.9 km from centroid",
" Vera Cruz: 3816.4 km from centroid",
" Penápolis: 3176.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sardulgarh",
"FINAL ANSWER: Sardulgarh"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -44.39672,
"lon": 171.25364,
"name": "Timaru"
},
{
"lat": -33.7457,
"lon": 151.04764,
"name": "West Pennant Hills"
},
{
"lat": -27.91828,
"lon": 153.33275,
"name": "Helensvale"
},
{
"lat": -33.77271,
"lon": 151.08184,
"name": "Epping"
},
{
"lat": 45.54672,
"lon": 11.5475,
"name": "Vicenza"
}
],
"question": "Which location is the geographic outlier among: Timaru, West Pennant Hills, Helensvale, Epping, Vicenza?",
"ground_truth": {
"answer": "Vicenza",
"outlier_distance_km": 13509.0,
"second_furthest_km": 4925.2,
"clarity_ratio": 2.74,
"median_distance_km": 2852.2,
"distances_to_centroid": {
"Timaru": 4925.2,
"West Pennant Hills": 2848.0,
"Helensvale": 2800.6,
"Epping": 2852.2,
"Vicenza": 13509.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Timaru: (-44.40°, 171.25°)",
" West Pennant Hills: (-33.75°, 151.05°)",
" Helensvale: (-27.92°, 153.33°)",
" Epping: (-33.77°, 151.08°)",
" Vicenza: (45.55°, 11.55°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Vicenza: 13509.0 km from centroid",
" Timaru: 4925.2 km from centroid",
" Epping: 2852.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Vicenza",
"FINAL ANSWER: Vicenza"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 39.01817,
"lon": -77.20859,
"name": "Potomac"
},
{
"lat": 45.08608,
"lon": -93.26328,
"name": "Fridley"
},
{
"lat": 44.25011,
"lon": -79.46632,
"name": "Keswick"
},
{
"lat": 38.889,
"lon": -77.00025,
"name": "Capitol Hill"
},
{
"lat": 51.1209,
"lon": 38.5116,
"name": "Rossosh’"
}
],
"question": "Which location is the geographic outlier among: Potomac, Fridley, Keswick, Capitol Hill, Rossosh’?",
"ground_truth": {
"answer": "Rossosh’",
"outlier_distance_km": 6755.5,
"second_furthest_km": 2809.0,
"clarity_ratio": 2.4,
"median_distance_km": 1739.4,
"distances_to_centroid": {
"Potomac": 1705.3,
"Fridley": 2809.0,
"Keswick": 1739.4,
"Capitol Hill": 1694.7,
"Rossosh’": 6755.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Potomac: (39.02°, -77.21°)",
" Fridley: (45.09°, -93.26°)",
" Keswick: (44.25°, -79.47°)",
" Capitol Hill: (38.89°, -77.00°)",
" Rossosh’: (51.12°, 38.51°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rossosh’: 6755.5 km from centroid",
" Fridley: 2809.0 km from centroid",
" Keswick: 1739.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rossosh’",
"FINAL ANSWER: Rossosh’"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.89281,
"lon": 2.13308,
"name": "Le Vésinet"
},
{
"lat": 37.97872,
"lon": -0.68222,
"name": "Torrevieja"
},
{
"lat": 59.57639,
"lon": 30.12833,
"name": "Gatchina"
},
{
"lat": 44.93553,
"lon": 10.51898,
"name": "Viadana"
},
{
"lat": 7.20417,
"lon": 124.43972,
"name": "Budta"
}
],
"question": "Which location is the geographic outlier among: Le Vésinet, Torrevieja, Gatchina, Viadana, Budta?",
"ground_truth": {
"answer": "Budta",
"outlier_distance_km": 9592.8,
"second_furthest_km": 2932.2,
"clarity_ratio": 3.27,
"median_distance_km": 2658.8,
"distances_to_centroid": {
"Le Vésinet": 2658.8,
"Torrevieja": 2932.2,
"Gatchina": 2219.4,
"Viadana": 1953.7,
"Budta": 9592.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Le Vésinet: (48.89°, 2.13°)",
" Torrevieja: (37.98°, -0.68°)",
" Gatchina: (59.58°, 30.13°)",
" Viadana: (44.94°, 10.52°)",
" Budta: (7.20°, 124.44°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Budta: 9592.8 km from centroid",
" Torrevieja: 2932.2 km from centroid",
" Le Vésinet: 2658.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Budta",
"FINAL ANSWER: Budta"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -22.23333,
"lon": -53.34306,
"name": "Nova Andradina"
},
{
"lat": -19.88639,
"lon": -43.80667,
"name": "Sabará"
},
{
"lat": -35.5952,
"lon": -71.72924,
"name": "San Javier"
},
{
"lat": -19.63006,
"lon": -43.9009,
"name": "Lagoa Santa"
},
{
"lat": -27.94402,
"lon": 153.39815,
"name": "Labrador"
}
],
"question": "Which location is the geographic outlier among: Nova Andradina, Sabará, San Javier, Lagoa Santa, Labrador?",
"ground_truth": {
"answer": "Labrador",
"outlier_distance_km": 13914.4,
"second_furthest_km": 5775.6,
"clarity_ratio": 2.41,
"median_distance_km": 4219.3,
"distances_to_centroid": {
"Nova Andradina": 4219.3,
"Sabará": 3323.0,
"San Javier": 5775.6,
"Lagoa Santa": 3340.3,
"Labrador": 13914.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nova Andradina: (-22.23°, -53.34°)",
" Sabará: (-19.89°, -43.81°)",
" San Javier: (-35.60°, -71.73°)",
" Lagoa Santa: (-19.63°, -43.90°)",
" Labrador: (-27.94°, 153.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Labrador: 13914.4 km from centroid",
" San Javier: 5775.6 km from centroid",
" Nova Andradina: 4219.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Labrador",
"FINAL ANSWER: Labrador"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 36.02153,
"lon": -80.382,
"name": "Clemmons"
},
{
"lat": 39.53316,
"lon": -76.33746,
"name": "South Bel Air"
},
{
"lat": 37.77817,
"lon": -81.18816,
"name": "Beckley"
},
{
"lat": 25.67066,
"lon": -80.40117,
"name": "The Crossings"
},
{
"lat": 14.71694,
"lon": 120.95806,
"name": "Malanday"
}
],
"question": "Which location is the geographic outlier among: Clemmons, South Bel Air, Beckley, The Crossings, Malanday?",
"ground_truth": {
"answer": "Malanday",
"outlier_distance_km": 14543.8,
"second_furthest_km": 4028.2,
"clarity_ratio": 3.61,
"median_distance_km": 3879.9,
"distances_to_centroid": {
"Clemmons": 3815.6,
"South Bel Air": 3465.1,
"Beckley": 3879.9,
"The Crossings": 4028.2,
"Malanday": 14543.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Clemmons: (36.02°, -80.38°)",
" South Bel Air: (39.53°, -76.34°)",
" Beckley: (37.78°, -81.19°)",
" The Crossings: (25.67°, -80.40°)",
" Malanday: (14.72°, 120.96°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Malanday: 14543.8 km from centroid",
" The Crossings: 4028.2 km from centroid",
" Beckley: 3879.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Malanday",
"FINAL ANSWER: Malanday"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -21.78778,
"lon": -46.56139,
"name": "Poços de Caldas"
},
{
"lat": -17.51944,
"lon": -39.19556,
"name": "Alcobaça"
},
{
"lat": -1.89528,
"lon": -49.38056,
"name": "Limoeiro do Ajuru"
},
{
"lat": -9.38861,
"lon": -37.99917,
"name": "Delmiro Gouveia"
},
{
"lat": -34.06564,
"lon": 151.01266,
"name": "Engadine"
}
],
"question": "Which location is the geographic outlier among: Poços de Caldas, Alcobaça, Limoeiro do Ajuru, Delmiro Gouveia, Engadine?",
"ground_truth": {
"answer": "Engadine",
"outlier_distance_km": 13776.3,
"second_furthest_km": 5189.1,
"clarity_ratio": 2.65,
"median_distance_km": 4440.1,
"distances_to_centroid": {
"Poços de Caldas": 4440.1,
"Alcobaça": 3688.3,
"Limoeiro do Ajuru": 5189.1,
"Delmiro Gouveia": 3725.0,
"Engadine": 13776.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Poços de Caldas: (-21.79°, -46.56°)",
" Alcobaça: (-17.52°, -39.20°)",
" Limoeiro do Ajuru: (-1.90°, -49.38°)",
" Delmiro Gouveia: (-9.39°, -38.00°)",
" Engadine: (-34.07°, 151.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Engadine: 13776.3 km from centroid",
" Limoeiro do Ajuru: 5189.1 km from centroid",
" Poços de Caldas: 4440.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Engadine",
"FINAL ANSWER: Engadine"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.05799,
"lon": 115.91814,
"name": "Canning Vale"
},
{
"lat": -12.46113,
"lon": 130.84185,
"name": "Darwin"
},
{
"lat": -33.95,
"lon": 151.23333,
"name": "Maroubra"
},
{
"lat": -40.35636,
"lon": 175.61113,
"name": "Palmerston North"
},
{
"lat": 47.87663,
"lon": 11.70181,
"name": "Holzkirchen"
}
],
"question": "Which location is the geographic outlier among: Canning Vale, Darwin, Maroubra, Palmerston North, Holzkirchen?",
"ground_truth": {
"answer": "Holzkirchen",
"outlier_distance_km": 12313.2,
"second_furthest_km": 6341.5,
"clarity_ratio": 1.94,
"median_distance_km": 4075.6,
"distances_to_centroid": {
"Canning Vale": 1990.2,
"Darwin": 1503.2,
"Maroubra": 4075.6,
"Palmerston North": 6341.5,
"Holzkirchen": 12313.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Canning Vale: (-32.06°, 115.92°)",
" Darwin: (-12.46°, 130.84°)",
" Maroubra: (-33.95°, 151.23°)",
" Palmerston North: (-40.36°, 175.61°)",
" Holzkirchen: (47.88°, 11.70°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Holzkirchen: 12313.2 km from centroid",
" Palmerston North: 6341.5 km from centroid",
" Maroubra: 4075.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Holzkirchen",
"FINAL ANSWER: Holzkirchen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -30.50123,
"lon": 151.66553,
"name": "Armidale"
},
{
"lat": -37.87397,
"lon": 145.04253,
"name": "Malvern East"
},
{
"lat": -38.16604,
"lon": 145.13643,
"name": "Frankston South"
},
{
"lat": -34.03857,
"lon": 151.10005,
"name": "Miranda"
},
{
"lat": -2.08033,
"lon": 37.47202,
"name": "Emali"
}
],
"question": "Which location is the geographic outlier among: Armidale, Malvern East, Frankston South, Miranda, Emali?",
"ground_truth": {
"answer": "Emali",
"outlier_distance_km": 9761.5,
"second_furthest_km": 2479.8,
"clarity_ratio": 3.94,
"median_distance_km": 2448.0,
"distances_to_centroid": {
"Armidale": 2479.8,
"Malvern East": 2041.2,
"Frankston South": 2062.5,
"Miranda": 2448.0,
"Emali": 9761.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Armidale: (-30.50°, 151.67°)",
" Malvern East: (-37.87°, 145.04°)",
" Frankston South: (-38.17°, 145.14°)",
" Miranda: (-34.04°, 151.10°)",
" Emali: (-2.08°, 37.47°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Emali: 9761.5 km from centroid",
" Armidale: 2479.8 km from centroid",
" Miranda: 2448.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Emali",
"FINAL ANSWER: Emali"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 47.1069,
"lon": 39.41486,
"name": "Azov"
},
{
"lat": 48.99712,
"lon": 2.28249,
"name": "Eaubonne"
},
{
"lat": 50.80019,
"lon": 7.20769,
"name": "Siegburg"
},
{
"lat": 53.67661,
"lon": 10.23705,
"name": "Ahrensburg"
},
{
"lat": 5.13428,
"lon": 100.49549,
"name": "Bandar Baharu"
}
],
"question": "Which location is the geographic outlier among: Azov, Eaubonne, Siegburg, Ahrensburg, Bandar Baharu?",
"ground_truth": {
"answer": "Bandar Baharu",
"outlier_distance_km": 7845.1,
"second_furthest_km": 2467.2,
"clarity_ratio": 3.18,
"median_distance_km": 2176.4,
"distances_to_centroid": {
"Azov": 891.9,
"Eaubonne": 2467.2,
"Siegburg": 2176.4,
"Ahrensburg": 2130.9,
"Bandar Baharu": 7845.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Azov: (47.11°, 39.41°)",
" Eaubonne: (49.00°, 2.28°)",
" Siegburg: (50.80°, 7.21°)",
" Ahrensburg: (53.68°, 10.24°)",
" Bandar Baharu: (5.13°, 100.50°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bandar Baharu: 7845.1 km from centroid",
" Eaubonne: 2467.2 km from centroid",
" Siegburg: 2176.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bandar Baharu",
"FINAL ANSWER: Bandar Baharu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 7.56229,
"lon": 6.65497,
"name": "Ajaokuta"
},
{
"lat": 30.03103,
"lon": 31.11109,
"name": "Kirdāsah"
},
{
"lat": 9.08044,
"lon": 6.0099,
"name": "Bida"
},
{
"lat": -29.06415,
"lon": 30.59279,
"name": "Greytown"
},
{
"lat": 32.51917,
"lon": 108.53232,
"name": "Ziyang Chengguanzhen"
}
],
"question": "Which location is the geographic outlier among: Ajaokuta, Kirdāsah, Bida, Greytown, Ziyang Chengguanzhen?",
"ground_truth": {
"answer": "Ziyang Chengguanzhen",
"outlier_distance_km": 7723.8,
"second_furthest_km": 4393.8,
"clarity_ratio": 1.76,
"median_distance_km": 3352.6,
"distances_to_centroid": {
"Ajaokuta": 3298.6,
"Kirdāsah": 2295.7,
"Bida": 3352.6,
"Greytown": 4393.8,
"Ziyang Chengguanzhen": 7723.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ajaokuta: (7.56°, 6.65°)",
" Kirdāsah: (30.03°, 31.11°)",
" Bida: (9.08°, 6.01°)",
" Greytown: (-29.06°, 30.59°)",
" Ziyang Chengguanzhen: (32.52°, 108.53°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ziyang Chengguanzhen: 7723.8 km from centroid",
" Greytown: 4393.8 km from centroid",
" Bida: 3352.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ziyang Chengguanzhen",
"FINAL ANSWER: Ziyang Chengguanzhen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 7.85257,
"lon": 38.18529,
"name": "Worabe"
},
{
"lat": 5.79473,
"lon": 0.89728,
"name": "Anloga"
},
{
"lat": -30.28666,
"lon": 30.75316,
"name": "Scottburgh"
},
{
"lat": 31.2163,
"lon": 34.11074,
"name": "Ash Shaykh Zuwayd"
},
{
"lat": -3.77611,
"lon": -73.28139,
"name": "San Juan"
}
],
"question": "Which location is the geographic outlier among: Worabe, Anloga, Scottburgh, Ash Shaykh Zuwayd, San Juan?",
"ground_truth": {
"answer": "San Juan",
"outlier_distance_km": 8850.0,
"second_furthest_km": 4453.8,
"clarity_ratio": 1.99,
"median_distance_km": 4365.7,
"distances_to_centroid": {
"Worabe": 3604.6,
"Anloga": 707.5,
"Scottburgh": 4453.8,
"Ash Shaykh Zuwayd": 4365.7,
"San Juan": 8850.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Worabe: (7.85°, 38.19°)",
" Anloga: (5.79°, 0.90°)",
" Scottburgh: (-30.29°, 30.75°)",
" Ash Shaykh Zuwayd: (31.22°, 34.11°)",
" San Juan: (-3.78°, -73.28°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" San Juan: 8850.0 km from centroid",
" Scottburgh: 4453.8 km from centroid",
" Ash Shaykh Zuwayd: 4365.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: San Juan",
"FINAL ANSWER: San Juan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.75881,
"lon": 150.99292,
"name": "Baulkham Hills"
},
{
"lat": -33.95,
"lon": 151.11667,
"name": "Bexley"
},
{
"lat": -33.52314,
"lon": 151.31325,
"name": "Umina Beach"
},
{
"lat": -31.88775,
"lon": 115.9099,
"name": "Morley"
},
{
"lat": 10.65,
"lon": 36.21667,
"name": "Dibate"
}
],
"question": "Which location is the geographic outlier among: Baulkham Hills, Bexley, Umina Beach, Morley, Dibate?",
"ground_truth": {
"answer": "Dibate",
"outlier_distance_km": 9988.5,
"second_furthest_km": 3090.7,
"clarity_ratio": 3.23,
"median_distance_km": 3082.3,
"distances_to_centroid": {
"Baulkham Hills": 3066.8,
"Bexley": 3082.3,
"Umina Beach": 3090.7,
"Morley": 966.9,
"Dibate": 9988.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Baulkham Hills: (-33.76°, 150.99°)",
" Bexley: (-33.95°, 151.12°)",
" Umina Beach: (-33.52°, 151.31°)",
" Morley: (-31.89°, 115.91°)",
" Dibate: (10.65°, 36.22°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Dibate: 9988.5 km from centroid",
" Umina Beach: 3090.7 km from centroid",
" Bexley: 3082.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Dibate",
"FINAL ANSWER: Dibate"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 2.06895,
"lon": -77.05273,
"name": "Patía"
},
{
"lat": -23.60583,
"lon": -46.47889,
"name": "São Mateus"
},
{
"lat": -28.275,
"lon": -49.16556,
"name": "Braço do Norte"
},
{
"lat": -15.30833,
"lon": -49.59833,
"name": "Ceres"
},
{
"lat": 54.13579,
"lon": -1.52826,
"name": "Ripon"
}
],
"question": "Which location is the geographic outlier among: Patía, São Mateus, Braço do Norte, Ceres, Ripon?",
"ground_truth": {
"answer": "Ripon",
"outlier_distance_km": 7417.4,
"second_furthest_km": 3620.6,
"clarity_ratio": 2.05,
"median_distance_km": 2937.1,
"distances_to_centroid": {
"Patía": 3620.6,
"São Mateus": 2387.7,
"Braço do Norte": 2937.1,
"Ceres": 1551.3,
"Ripon": 7417.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Patía: (2.07°, -77.05°)",
" São Mateus: (-23.61°, -46.48°)",
" Braço do Norte: (-28.27°, -49.17°)",
" Ceres: (-15.31°, -49.60°)",
" Ripon: (54.14°, -1.53°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ripon: 7417.4 km from centroid",
" Patía: 3620.6 km from centroid",
" Braço do Norte: 2937.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ripon",
"FINAL ANSWER: Ripon"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 21.0315,
"lon": -101.87833,
"name": "Purísima de Bustos"
},
{
"lat": 42.10482,
"lon": -70.94532,
"name": "Abington"
},
{
"lat": 32.566,
"lon": -116.63187,
"name": "Tecate"
},
{
"lat": 42.15843,
"lon": -72.32869,
"name": "Palmer"
},
{
"lat": 14.47995,
"lon": 78.82346,
"name": "Kadapa"
}
],
"question": "Which location is the geographic outlier among: Purísima de Bustos, Abington, Tecate, Palmer, Kadapa?",
"ground_truth": {
"answer": "Kadapa",
"outlier_distance_km": 13107.4,
"second_furthest_km": 5618.5,
"clarity_ratio": 2.33,
"median_distance_km": 4623.9,
"distances_to_centroid": {
"Purísima de Bustos": 4623.9,
"Abington": 1819.7,
"Tecate": 5618.5,
"Palmer": 1911.9,
"Kadapa": 13107.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Purísima de Bustos: (21.03°, -101.88°)",
" Abington: (42.10°, -70.95°)",
" Tecate: (32.57°, -116.63°)",
" Palmer: (42.16°, -72.33°)",
" Kadapa: (14.48°, 78.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kadapa: 13107.4 km from centroid",
" Tecate: 5618.5 km from centroid",
" Purísima de Bustos: 4623.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kadapa",
"FINAL ANSWER: Kadapa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 30.12511,
"lon": 31.25053,
"name": "Shubrā al Khaymah"
},
{
"lat": -29.12107,
"lon": 26.214,
"name": "Bloemfontein"
},
{
"lat": -26.31401,
"lon": 26.82223,
"name": "Ventersdorp"
},
{
"lat": 31.19688,
"lon": 31.5243,
"name": "Shirbīn"
},
{
"lat": 6.46065,
"lon": -71.73618,
"name": "Tame"
}
],
"question": "Which location is the geographic outlier among: Shubrā al Khaymah, Bloemfontein, Ventersdorp, Shirbīn, Tame?",
"ground_truth": {
"answer": "Tame",
"outlier_distance_km": 8933.3,
"second_furthest_km": 3985.1,
"clarity_ratio": 2.24,
"median_distance_km": 3971.9,
"distances_to_centroid": {
"Shubrā al Khaymah": 3878.5,
"Bloemfontein": 3971.9,
"Ventersdorp": 3740.1,
"Shirbīn": 3985.1,
"Tame": 8933.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shubrā al Khaymah: (30.13°, 31.25°)",
" Bloemfontein: (-29.12°, 26.21°)",
" Ventersdorp: (-26.31°, 26.82°)",
" Shirbīn: (31.20°, 31.52°)",
" Tame: (6.46°, -71.74°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tame: 8933.3 km from centroid",
" Shirbīn: 3985.1 km from centroid",
" Bloemfontein: 3971.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tame",
"FINAL ANSWER: Tame"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.08111,
"lon": -53.055,
"name": "Francisco Beltrão"
},
{
"lat": -20.05639,
"lon": -44.18833,
"name": "Mário Campos"
},
{
"lat": -5.37139,
"lon": -45.63639,
"name": "Jenipapo dos Vieiras"
},
{
"lat": -20.84889,
"lon": -41.11278,
"name": "Cachoeiro de Itapemirim"
},
{
"lat": 36.62364,
"lon": -6.35997,
"name": "Rota"
}
],
"question": "Which location is the geographic outlier among: Francisco Beltrão, Mário Campos, Jenipapo dos Vieiras, Cachoeiro de Itapemirim, Rota?",
"ground_truth": {
"answer": "Rota",
"outlier_distance_km": 5882.0,
"second_furthest_km": 2636.5,
"clarity_ratio": 2.23,
"median_distance_km": 1579.7,
"distances_to_centroid": {
"Francisco Beltrão": 2636.5,
"Mário Campos": 1579.7,
"Jenipapo dos Vieiras": 859.2,
"Cachoeiro de Itapemirim": 1558.4,
"Rota": 5882.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Francisco Beltrão: (-26.08°, -53.05°)",
" Mário Campos: (-20.06°, -44.19°)",
" Jenipapo dos Vieiras: (-5.37°, -45.64°)",
" Cachoeiro de Itapemirim: (-20.85°, -41.11°)",
" Rota: (36.62°, -6.36°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rota: 5882.0 km from centroid",
" Francisco Beltrão: 2636.5 km from centroid",
" Mário Campos: 1579.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rota",
"FINAL ANSWER: Rota"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 37.04248,
"lon": 119.47654,
"name": "Xiaying"
},
{
"lat": 26.38371,
"lon": 79.94926,
"name": "Akbarpur"
},
{
"lat": 19.85723,
"lon": 109.26271,
"name": "Eman"
},
{
"lat": 30.9525,
"lon": 118.75528,
"name": "Xuancheng"
},
{
"lat": 8.53895,
"lon": 7.70821,
"name": "Nasarawa"
}
],
"question": "Which location is the geographic outlier among: Xiaying, Akbarpur, Eman, Xuancheng, Nasarawa?",
"ground_truth": {
"answer": "Nasarawa",
"outlier_distance_km": 8539.7,
"second_furthest_km": 3374.1,
"clarity_ratio": 2.53,
"median_distance_km": 3190.3,
"distances_to_centroid": {
"Xiaying": 3374.1,
"Akbarpur": 739.2,
"Eman": 2344.7,
"Xuancheng": 3190.3,
"Nasarawa": 8539.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Xiaying: (37.04°, 119.48°)",
" Akbarpur: (26.38°, 79.95°)",
" Eman: (19.86°, 109.26°)",
" Xuancheng: (30.95°, 118.76°)",
" Nasarawa: (8.54°, 7.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nasarawa: 8539.7 km from centroid",
" Xiaying: 3374.1 km from centroid",
" Xuancheng: 3190.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nasarawa",
"FINAL ANSWER: Nasarawa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.9382,
"lon": 174.84019,
"name": "Otahuhu"
},
{
"lat": -36.99282,
"lon": 174.87986,
"name": "Manukau City"
},
{
"lat": -36.8582,
"lon": 174.62019,
"name": "Lincoln"
},
{
"lat": -41.21667,
"lon": 174.91667,
"name": "Lower Hutt"
},
{
"lat": -22.74389,
"lon": -43.7075,
"name": "Seropédica"
}
],
"question": "Which location is the geographic outlier among: Otahuhu, Manukau City, Lincoln, Lower Hutt, Seropédica?",
"ground_truth": {
"answer": "Seropédica",
"outlier_distance_km": 13576.6,
"second_furthest_km": 3910.7,
"clarity_ratio": 3.47,
"median_distance_km": 3908.3,
"distances_to_centroid": {
"Otahuhu": 3908.3,
"Manukau City": 3910.7,
"Lincoln": 3890.6,
"Lower Hutt": 3855.4,
"Seropédica": 13576.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Otahuhu: (-36.94°, 174.84°)",
" Manukau City: (-36.99°, 174.88°)",
" Lincoln: (-36.86°, 174.62°)",
" Lower Hutt: (-41.22°, 174.92°)",
" Seropédica: (-22.74°, -43.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Seropédica: 13576.6 km from centroid",
" Manukau City: 3910.7 km from centroid",
" Otahuhu: 3908.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Seropédica",
"FINAL ANSWER: Seropédica"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.96667,
"lon": 145.16667,
"name": "Noble Park"
},
{
"lat": -26.65682,
"lon": 153.07955,
"name": "Sunshine Coast"
},
{
"lat": -33.86482,
"lon": 151.20773,
"name": "Sydney Central Business District"
},
{
"lat": -37.90561,
"lon": 145.00279,
"name": "Brighton"
},
{
"lat": 7.06667,
"lon": 37.7,
"name": "Āreka"
}
],
"question": "Which location is the geographic outlier among: Noble Park, Sunshine Coast, Sydney Central Business District, Brighton, Āreka?",
"ground_truth": {
"answer": "Āreka",
"outlier_distance_km": 10223.6,
"second_furthest_km": 2654.0,
"clarity_ratio": 3.85,
"median_distance_km": 2541.3,
"distances_to_centroid": {
"Noble Park": 2214.6,
"Sunshine Coast": 2654.0,
"Sydney Central Business District": 2541.3,
"Brighton": 2198.8,
"Āreka": 10223.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Noble Park: (-37.97°, 145.17°)",
" Sunshine Coast: (-26.66°, 153.08°)",
" Sydney Central Business District: (-33.86°, 151.21°)",
" Brighton: (-37.91°, 145.00°)",
" Āreka: (7.07°, 37.70°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Āreka: 10223.6 km from centroid",
" Sunshine Coast: 2654.0 km from centroid",
" Sydney Central Business District: 2541.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Āreka",
"FINAL ANSWER: Āreka"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.89944,
"lon": -53.31361,
"name": "Palmeira das Missões"
},
{
"lat": -7.85583,
"lon": -35.58833,
"name": "João Alfredo"
},
{
"lat": -8.88202,
"lon": -36.50216,
"name": "Garanhuns"
},
{
"lat": -22.92389,
"lon": -45.46167,
"name": "Pindamonhangaba"
},
{
"lat": -27.61025,
"lon": 153.05388,
"name": "Sunnybank Hills"
}
],
"question": "Which location is the geographic outlier among: Palmeira das Missões, João Alfredo, Garanhuns, Pindamonhangaba, Sunnybank Hills?",
"ground_truth": {
"answer": "Sunnybank Hills",
"outlier_distance_km": 14249.6,
"second_furthest_km": 5135.0,
"clarity_ratio": 2.78,
"median_distance_km": 4357.4,
"distances_to_centroid": {
"Palmeira das Missões": 5135.0,
"João Alfredo": 3671.3,
"Garanhuns": 3721.4,
"Pindamonhangaba": 4357.4,
"Sunnybank Hills": 14249.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Palmeira das Missões: (-27.90°, -53.31°)",
" João Alfredo: (-7.86°, -35.59°)",
" Garanhuns: (-8.88°, -36.50°)",
" Pindamonhangaba: (-22.92°, -45.46°)",
" Sunnybank Hills: (-27.61°, 153.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sunnybank Hills: 14249.6 km from centroid",
" Palmeira das Missões: 5135.0 km from centroid",
" Pindamonhangaba: 4357.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sunnybank Hills",
"FINAL ANSWER: Sunnybank Hills"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 2.64644,
"lon": -75.97269,
"name": "Belalcázar"
},
{
"lat": -15.61532,
"lon": -43.59187,
"name": "Barreiro do Jaíba"
},
{
"lat": -22.8375,
"lon": -51.97306,
"name": "Colorado"
},
{
"lat": 3.69637,
"lon": -73.69957,
"name": "San Martín"
},
{
"lat": -33.94185,
"lon": 150.8717,
"name": "Prestons"
}
],
"question": "Which location is the geographic outlier among: Belalcázar, Barreiro do Jaíba, Colorado, San Martín, Prestons?",
"ground_truth": {
"answer": "Prestons",
"outlier_distance_km": 14660.8,
"second_furthest_km": 6540.8,
"clarity_ratio": 2.24,
"median_distance_km": 6336.0,
"distances_to_centroid": {
"Belalcázar": 6540.8,
"Barreiro do Jaíba": 2674.0,
"Colorado": 3650.2,
"San Martín": 6336.0,
"Prestons": 14660.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Belalcázar: (2.65°, -75.97°)",
" Barreiro do Jaíba: (-15.62°, -43.59°)",
" Colorado: (-22.84°, -51.97°)",
" San Martín: (3.70°, -73.70°)",
" Prestons: (-33.94°, 150.87°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Prestons: 14660.8 km from centroid",
" Belalcázar: 6540.8 km from centroid",
" San Martín: 6336.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Prestons",
"FINAL ANSWER: Prestons"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.65412,
"lon": 2.39343,
"name": "Grigny"
},
{
"lat": 47.75935,
"lon": 8.8403,
"name": "Singen"
},
{
"lat": 49.8414,
"lon": 7.86713,
"name": "Bad Kreuznach"
},
{
"lat": 51.47924,
"lon": 11.91605,
"name": "Halle-Neustadt"
},
{
"lat": -6.78889,
"lon": -39.29583,
"name": "Várzea Alegre"
}
],
"question": "Which location is the geographic outlier among: Grigny, Singen, Bad Kreuznach, Halle-Neustadt, Várzea Alegre?",
"ground_truth": {
"answer": "Várzea Alegre",
"outlier_distance_km": 6335.9,
"second_furthest_km": 1818.3,
"clarity_ratio": 3.48,
"median_distance_km": 1500.1,
"distances_to_centroid": {
"Grigny": 1208.3,
"Singen": 1361.8,
"Bad Kreuznach": 1500.1,
"Halle-Neustadt": 1818.3,
"Várzea Alegre": 6335.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Grigny: (48.65°, 2.39°)",
" Singen: (47.76°, 8.84°)",
" Bad Kreuznach: (49.84°, 7.87°)",
" Halle-Neustadt: (51.48°, 11.92°)",
" Várzea Alegre: (-6.79°, -39.30°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Várzea Alegre: 6335.9 km from centroid",
" Halle-Neustadt: 1818.3 km from centroid",
" Bad Kreuznach: 1500.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Várzea Alegre",
"FINAL ANSWER: Várzea Alegre"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -22.995,
"lon": -47.50778,
"name": "Capivari"
},
{
"lat": -23.54583,
"lon": -47.18333,
"name": "Mairinque"
},
{
"lat": -6.66028,
"lon": -69.87361,
"name": "Eirunepé"
},
{
"lat": 4.45265,
"lon": -75.78746,
"name": "La Tebaida"
},
{
"lat": 53.11254,
"lon": 6.0989,
"name": "Drachten"
}
],
"question": "Which location is the geographic outlier among: Capivari, Mairinque, Eirunepé, La Tebaida, Drachten?",
"ground_truth": {
"answer": "Drachten",
"outlier_distance_km": 7566.8,
"second_furthest_km": 3238.1,
"clarity_ratio": 2.34,
"median_distance_km": 2715.5,
"distances_to_centroid": {
"Capivari": 2654.9,
"Mairinque": 2715.5,
"Eirunepé": 2688.7,
"La Tebaida": 3238.1,
"Drachten": 7566.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Capivari: (-23.00°, -47.51°)",
" Mairinque: (-23.55°, -47.18°)",
" Eirunepé: (-6.66°, -69.87°)",
" La Tebaida: (4.45°, -75.79°)",
" Drachten: (53.11°, 6.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Drachten: 7566.8 km from centroid",
" La Tebaida: 3238.1 km from centroid",
" Mairinque: 2715.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Drachten",
"FINAL ANSWER: Drachten"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 31.10442,
"lon": 77.16662,
"name": "Shimla"
},
{
"lat": 21.16516,
"lon": 77.3091,
"name": "Anjangaon"
},
{
"lat": 29.80147,
"lon": 76.92825,
"name": "Tirāwari"
},
{
"lat": 10.80603,
"lon": 78.75031,
"name": "Ellakkudi"
},
{
"lat": 31.18287,
"lon": 32.03108,
"name": "Al Maţarīyah"
}
],
"question": "Which location is the geographic outlier among: Shimla, Anjangaon, Tirāwari, Ellakkudi, Al Maţarīyah?",
"ground_truth": {
"answer": "Al Maţarīyah",
"outlier_distance_km": 3627.1,
"second_furthest_km": 1899.9,
"clarity_ratio": 1.91,
"median_distance_km": 1105.9,
"distances_to_centroid": {
"Shimla": 1105.9,
"Anjangaon": 994.3,
"Tirāwari": 1005.3,
"Ellakkudi": 1899.9,
"Al Maţarīyah": 3627.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shimla: (31.10°, 77.17°)",
" Anjangaon: (21.17°, 77.31°)",
" Tirāwari: (29.80°, 76.93°)",
" Ellakkudi: (10.81°, 78.75°)",
" Al Maţarīyah: (31.18°, 32.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Al Maţarīyah: 3627.1 km from centroid",
" Ellakkudi: 1899.9 km from centroid",
" Shimla: 1105.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Al Maţarīyah",
"FINAL ANSWER: Al Maţarīyah"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.73253,
"lon": -84.55553,
"name": "Lansing"
},
{
"lat": 39.14539,
"lon": -77.14415,
"name": "Redland"
},
{
"lat": 49.10797,
"lon": -122.7276,
"name": "Cloverdale"
},
{
"lat": 34.15917,
"lon": -118.50119,
"name": "Encino"
},
{
"lat": 0.20387,
"lon": 35.105,
"name": "Kapsabet"
}
],
"question": "Which location is the geographic outlier among: Lansing, Redland, Cloverdale, Encino, Kapsabet?",
"ground_truth": {
"answer": "Kapsabet",
"outlier_distance_km": 11724.9,
"second_furthest_km": 4396.3,
"clarity_ratio": 2.67,
"median_distance_km": 4128.8,
"distances_to_centroid": {
"Lansing": 1441.2,
"Redland": 748.0,
"Cloverdale": 4396.3,
"Encino": 4128.8,
"Kapsabet": 11724.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lansing: (42.73°, -84.56°)",
" Redland: (39.15°, -77.14°)",
" Cloverdale: (49.11°, -122.73°)",
" Encino: (34.16°, -118.50°)",
" Kapsabet: (0.20°, 35.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kapsabet: 11724.9 km from centroid",
" Cloverdale: 4396.3 km from centroid",
" Encino: 4128.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kapsabet",
"FINAL ANSWER: Kapsabet"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 12.66644,
"lon": 100.90073,
"name": "Sattahip"
},
{
"lat": 37.40458,
"lon": 136.89912,
"name": "Wajima"
},
{
"lat": 37.14828,
"lon": 138.23642,
"name": "Jōetsu"
},
{
"lat": 13.21055,
"lon": 79.0956,
"name": "Chittoor"
},
{
"lat": 8.66762,
"lon": 3.39393,
"name": "Saki"
}
],
"question": "Which location is the geographic outlier among: Sattahip, Wajima, Jōetsu, Chittoor, Saki?",
"ground_truth": {
"answer": "Saki",
"outlier_distance_km": 9477.8,
"second_furthest_km": 4761.1,
"clarity_ratio": 1.99,
"median_distance_km": 4648.0,
"distances_to_centroid": {
"Sattahip": 1409.5,
"Wajima": 4648.0,
"Jōetsu": 4761.1,
"Chittoor": 1642.9,
"Saki": 9477.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sattahip: (12.67°, 100.90°)",
" Wajima: (37.40°, 136.90°)",
" Jōetsu: (37.15°, 138.24°)",
" Chittoor: (13.21°, 79.10°)",
" Saki: (8.67°, 3.39°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Saki: 9477.8 km from centroid",
" Jōetsu: 4761.1 km from centroid",
" Wajima: 4648.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Saki",
"FINAL ANSWER: Saki"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.3171,
"lon": 153.03097,
"name": "Bracken Ridge"
},
{
"lat": -41.51603,
"lon": 173.9528,
"name": "Blenheim"
},
{
"lat": -33.80383,
"lon": 150.98768,
"name": "Westmead"
},
{
"lat": -36.8582,
"lon": 174.62019,
"name": "Lincoln"
},
{
"lat": 29.62173,
"lon": 105.69265,
"name": "Baoxing"
}
],
"question": "Which location is the geographic outlier among: Bracken Ridge, Blenheim, Westmead, Lincoln, Baoxing?",
"ground_truth": {
"answer": "Baoxing",
"outlier_distance_km": 7555.8,
"second_furthest_km": 3009.5,
"clarity_ratio": 2.51,
"median_distance_km": 2759.6,
"distances_to_centroid": {
"Bracken Ridge": 610.0,
"Blenheim": 3009.5,
"Westmead": 1317.0,
"Lincoln": 2759.6,
"Baoxing": 7555.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bracken Ridge: (-27.32°, 153.03°)",
" Blenheim: (-41.52°, 173.95°)",
" Westmead: (-33.80°, 150.99°)",
" Lincoln: (-36.86°, 174.62°)",
" Baoxing: (29.62°, 105.69°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Baoxing: 7555.8 km from centroid",
" Blenheim: 3009.5 km from centroid",
" Lincoln: 2759.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Baoxing",
"FINAL ANSWER: Baoxing"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 38.17492,
"lon": -122.2608,
"name": "American Canyon"
},
{
"lat": 39.91789,
"lon": -75.22796,
"name": "Elmwood"
},
{
"lat": 41.9659,
"lon": -87.65262,
"name": "Uptown"
},
{
"lat": 42.12922,
"lon": -80.08506,
"name": "Erie"
},
{
"lat": 13.83224,
"lon": 120.63219,
"name": "Calatagan"
}
],
"question": "Which location is the geographic outlier among: American Canyon, Elmwood, Uptown, Erie, Calatagan?",
"ground_truth": {
"answer": "Calatagan",
"outlier_distance_km": 14452.3,
"second_furthest_km": 6369.9,
"clarity_ratio": 2.27,
"median_distance_km": 3419.1,
"distances_to_centroid": {
"American Canyon": 6369.9,
"Elmwood": 2368.3,
"Uptown": 3419.1,
"Erie": 2795.9,
"Calatagan": 14452.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" American Canyon: (38.17°, -122.26°)",
" Elmwood: (39.92°, -75.23°)",
" Uptown: (41.97°, -87.65°)",
" Erie: (42.13°, -80.09°)",
" Calatagan: (13.83°, 120.63°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Calatagan: 14452.3 km from centroid",
" American Canyon: 6369.9 km from centroid",
" Uptown: 3419.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Calatagan",
"FINAL ANSWER: Calatagan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.60306,
"lon": -58.54074,
"name": "Santos Lugares"
},
{
"lat": -34.65118,
"lon": -58.62205,
"name": "Morón"
},
{
"lat": -28.55104,
"lon": -56.04125,
"name": "Santo Tomé"
},
{
"lat": -12.76556,
"lon": -39.42833,
"name": "Castro Alves"
},
{
"lat": 66.53373,
"lon": 66.60955,
"name": "Salekhard"
}
],
"question": "Which location is the geographic outlier among: Santos Lugares, Morón, Santo Tomé, Castro Alves, Salekhard?",
"ground_truth": {
"answer": "Salekhard",
"outlier_distance_km": 11162.6,
"second_furthest_km": 4150.8,
"clarity_ratio": 2.69,
"median_distance_km": 4141.6,
"distances_to_centroid": {
"Santos Lugares": 4141.6,
"Morón": 4150.8,
"Santo Tomé": 3562.1,
"Castro Alves": 1200.1,
"Salekhard": 11162.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Santos Lugares: (-34.60°, -58.54°)",
" Morón: (-34.65°, -58.62°)",
" Santo Tomé: (-28.55°, -56.04°)",
" Castro Alves: (-12.77°, -39.43°)",
" Salekhard: (66.53°, 66.61°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Salekhard: 11162.6 km from centroid",
" Morón: 4150.8 km from centroid",
" Santos Lugares: 4141.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Salekhard",
"FINAL ANSWER: Salekhard"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -0.5,
"lon": 34.4,
"name": "Awendo"
},
{
"lat": 10.95627,
"lon": 36.50456,
"name": "Chagni"
},
{
"lat": -26.25,
"lon": 29.26,
"name": "Kriel"
},
{
"lat": 12.76889,
"lon": 37.62389,
"name": "Amba Giorgis"
},
{
"lat": 41.77809,
"lon": -87.66672,
"name": "West Englewood"
}
],
"question": "Which location is the geographic outlier among: Awendo, Chagni, Kriel, Amba Giorgis, West Englewood?",
"ground_truth": {
"answer": "West Englewood",
"outlier_distance_km": 10065.1,
"second_furthest_km": 4313.6,
"clarity_ratio": 2.33,
"median_distance_km": 3069.0,
"distances_to_centroid": {
"Awendo": 2854.0,
"Chagni": 2926.0,
"Kriel": 4313.6,
"Amba Giorgis": 3069.0,
"West Englewood": 10065.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Awendo: (-0.50°, 34.40°)",
" Chagni: (10.96°, 36.50°)",
" Kriel: (-26.25°, 29.26°)",
" Amba Giorgis: (12.77°, 37.62°)",
" West Englewood: (41.78°, -87.67°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" West Englewood: 10065.1 km from centroid",
" Kriel: 4313.6 km from centroid",
" Amba Giorgis: 3069.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: West Englewood",
"FINAL ANSWER: West Englewood"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.24295,
"lon": 148.60484,
"name": "Dubbo"
},
{
"lat": -38.14458,
"lon": 145.12291,
"name": "Frankston"
},
{
"lat": -31.76737,
"lon": 115.96936,
"name": "Ellenbrook"
},
{
"lat": -33.79728,
"lon": 150.7847,
"name": "St Clair"
},
{
"lat": -0.52731,
"lon": 34.45714,
"name": "Homa Bay"
}
],
"question": "Which location is the geographic outlier among: Dubbo, Frankston, Ellenbrook, St Clair, Homa Bay?",
"ground_truth": {
"answer": "Homa Bay",
"outlier_distance_km": 9440.3,
"second_furthest_km": 3116.3,
"clarity_ratio": 3.03,
"median_distance_km": 2901.5,
"distances_to_centroid": {
"Dubbo": 2901.5,
"Frankston": 2713.3,
"Ellenbrook": 576.5,
"St Clair": 3116.3,
"Homa Bay": 9440.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Dubbo: (-32.24°, 148.60°)",
" Frankston: (-38.14°, 145.12°)",
" Ellenbrook: (-31.77°, 115.97°)",
" St Clair: (-33.80°, 150.78°)",
" Homa Bay: (-0.53°, 34.46°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Homa Bay: 9440.3 km from centroid",
" St Clair: 3116.3 km from centroid",
" Dubbo: 2901.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Homa Bay",
"FINAL ANSWER: Homa Bay"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -28.11694,
"lon": 153.46584,
"name": "Palm Beach"
},
{
"lat": -37.88214,
"lon": 144.98215,
"name": "Elwood"
},
{
"lat": -27.66757,
"lon": 152.92488,
"name": "Springfield Lakes"
},
{
"lat": -35.13333,
"lon": 138.51667,
"name": "Morphett Vale"
},
{
"lat": 40.04559,
"lon": -86.0086,
"name": "Noblesville"
}
],
"question": "Which location is the geographic outlier among: Palm Beach, Elwood, Springfield Lakes, Morphett Vale, Noblesville?",
"ground_truth": {
"answer": "Noblesville",
"outlier_distance_km": 17451.6,
"second_furthest_km": 5475.8,
"clarity_ratio": 3.19,
"median_distance_km": 5422.4,
"distances_to_centroid": {
"Palm Beach": 5475.8,
"Elwood": 4830.7,
"Springfield Lakes": 5422.4,
"Morphett Vale": 4190.4,
"Noblesville": 17451.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Palm Beach: (-28.12°, 153.47°)",
" Elwood: (-37.88°, 144.98°)",
" Springfield Lakes: (-27.67°, 152.92°)",
" Morphett Vale: (-35.13°, 138.52°)",
" Noblesville: (40.05°, -86.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Noblesville: 17451.6 km from centroid",
" Palm Beach: 5475.8 km from centroid",
" Springfield Lakes: 5422.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Noblesville",
"FINAL ANSWER: Noblesville"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.60857,
"lon": 106.67135,
"name": "Cần Giuộc"
},
{
"lat": 28.6,
"lon": 77.13333,
"name": "Delhi Cantonment"
},
{
"lat": 29.53284,
"lon": 108.77478,
"name": "Qianjiang"
},
{
"lat": 17.1307,
"lon": 76.94361,
"name": "Shāhābād"
},
{
"lat": 5.35113,
"lon": -0.62313,
"name": "Winneba"
}
],
"question": "Which location is the geographic outlier among: Cần Giuộc, Delhi Cantonment, Qianjiang, Shāhābād, Winneba?",
"ground_truth": {
"answer": "Winneba",
"outlier_distance_km": 8176.7,
"second_furthest_km": 3755.3,
"clarity_ratio": 2.18,
"median_distance_km": 3636.3,
"distances_to_centroid": {
"Cần Giuộc": 3636.3,
"Delhi Cantonment": 1201.0,
"Qianjiang": 3755.3,
"Shāhābād": 357.3,
"Winneba": 8176.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cần Giuộc: (10.61°, 106.67°)",
" Delhi Cantonment: (28.60°, 77.13°)",
" Qianjiang: (29.53°, 108.77°)",
" Shāhābād: (17.13°, 76.94°)",
" Winneba: (5.35°, -0.62°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Winneba: 8176.7 km from centroid",
" Qianjiang: 3755.3 km from centroid",
" Cần Giuộc: 3636.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Winneba",
"FINAL ANSWER: Winneba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 54.64261,
"lon": 83.30353,
"name": "Iskitim"
},
{
"lat": 52.39836,
"lon": -0.72571,
"name": "Kettering"
},
{
"lat": 49.92139,
"lon": 8.48255,
"name": "Groß-Gerau"
},
{
"lat": 38.22008,
"lon": 15.24023,
"name": "Milazzo"
},
{
"lat": -38.26667,
"lon": 145.01667,
"name": "Mount Martha"
}
],
"question": "Which location is the geographic outlier among: Iskitim, Kettering, Groß-Gerau, Milazzo, Mount Martha?",
"ground_truth": {
"answer": "Mount Martha",
"outlier_distance_km": 12477.6,
"second_furthest_km": 4695.6,
"clarity_ratio": 2.66,
"median_distance_km": 4010.4,
"distances_to_centroid": {
"Iskitim": 3667.5,
"Kettering": 4695.6,
"Groß-Gerau": 4010.4,
"Milazzo": 3266.2,
"Mount Martha": 12477.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Iskitim: (54.64°, 83.30°)",
" Kettering: (52.40°, -0.73°)",
" Groß-Gerau: (49.92°, 8.48°)",
" Milazzo: (38.22°, 15.24°)",
" Mount Martha: (-38.27°, 145.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mount Martha: 12477.6 km from centroid",
" Kettering: 4695.6 km from centroid",
" Groß-Gerau: 4010.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mount Martha",
"FINAL ANSWER: Mount Martha"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -17.89194,
"lon": -39.37194,
"name": "Nova Viçosa"
},
{
"lat": -22.52694,
"lon": -41.945,
"name": "Rio das Ostras"
},
{
"lat": -28.84556,
"lon": -51.89028,
"name": "Guaporé"
},
{
"lat": -30.60106,
"lon": -71.19901,
"name": "Ovalle"
},
{
"lat": 10.96209,
"lon": 79.39124,
"name": "Kumbakonam"
}
],
"question": "Which location is the geographic outlier among: Nova Viçosa, Rio das Ostras, Guaporé, Ovalle, Kumbakonam?",
"ground_truth": {
"answer": "Kumbakonam",
"outlier_distance_km": 11885.2,
"second_furthest_km": 4860.9,
"clarity_ratio": 2.45,
"median_distance_km": 2998.9,
"distances_to_centroid": {
"Nova Viçosa": 1520.6,
"Rio das Ostras": 1844.2,
"Guaporé": 2998.9,
"Ovalle": 4860.9,
"Kumbakonam": 11885.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nova Viçosa: (-17.89°, -39.37°)",
" Rio das Ostras: (-22.53°, -41.95°)",
" Guaporé: (-28.85°, -51.89°)",
" Ovalle: (-30.60°, -71.20°)",
" Kumbakonam: (10.96°, 79.39°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kumbakonam: 11885.2 km from centroid",
" Ovalle: 4860.9 km from centroid",
" Guaporé: 2998.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kumbakonam",
"FINAL ANSWER: Kumbakonam"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 13.56083,
"lon": 38.97389,
"name": "Ābīy Ādī"
},
{
"lat": -28.27276,
"lon": 29.12946,
"name": "Harrismith"
},
{
"lat": 7.36983,
"lon": 4.1863,
"name": "Ikire"
},
{
"lat": 25.61988,
"lon": 32.54305,
"name": "Armant"
},
{
"lat": 38.00492,
"lon": -121.80579,
"name": "Antioch"
}
],
"question": "Which location is the geographic outlier among: Ābīy Ādī, Harrismith, Ikire, Armant, Antioch?",
"ground_truth": {
"answer": "Antioch",
"outlier_distance_km": 11600.9,
"second_furthest_km": 5617.4,
"clarity_ratio": 2.07,
"median_distance_km": 4602.8,
"distances_to_centroid": {
"Ābīy Ādī": 4602.8,
"Harrismith": 5617.4,
"Ikire": 937.3,
"Armant": 4095.3,
"Antioch": 11600.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ābīy Ādī: (13.56°, 38.97°)",
" Harrismith: (-28.27°, 29.13°)",
" Ikire: (7.37°, 4.19°)",
" Armant: (25.62°, 32.54°)",
" Antioch: (38.00°, -121.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Antioch: 11600.9 km from centroid",
" Harrismith: 5617.4 km from centroid",
" Ābīy Ādī: 4602.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Antioch",
"FINAL ANSWER: Antioch"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.08338,
"lon": -68.47312,
"name": "San Martín"
},
{
"lat": -23.18111,
"lon": -46.395,
"name": "Nazaré Paulista"
},
{
"lat": -6.25444,
"lon": -39.20194,
"name": "Quixelô"
},
{
"lat": -19.53791,
"lon": -49.48813,
"name": "Campina Verde"
},
{
"lat": 12.54654,
"lon": 77.42005,
"name": "Kanakapura"
}
],
"question": "Which location is the geographic outlier among: San Martín, Nazaré Paulista, Quixelô, Campina Verde, Kanakapura?",
"ground_truth": {
"answer": "Kanakapura",
"outlier_distance_km": 11681.0,
"second_furthest_km": 4853.4,
"clarity_ratio": 2.41,
"median_distance_km": 2655.6,
"distances_to_centroid": {
"San Martín": 4853.4,
"Nazaré Paulista": 2454.4,
"Quixelô": 1749.2,
"Campina Verde": 2655.6,
"Kanakapura": 11681.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" San Martín: (-33.08°, -68.47°)",
" Nazaré Paulista: (-23.18°, -46.40°)",
" Quixelô: (-6.25°, -39.20°)",
" Campina Verde: (-19.54°, -49.49°)",
" Kanakapura: (12.55°, 77.42°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kanakapura: 11681.0 km from centroid",
" San Martín: 4853.4 km from centroid",
" Campina Verde: 2655.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kanakapura",
"FINAL ANSWER: Kanakapura"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 8.98333,
"lon": 37.85,
"name": "Hāgere Hiywet"
},
{
"lat": -25.70866,
"lon": 31.51025,
"name": "Schoemansdal"
},
{
"lat": 30.37746,
"lon": 30.35032,
"name": "Madīnat Wādī an Naţrūn"
},
{
"lat": 6.58222,
"lon": 46.43333,
"name": "Qorof"
},
{
"lat": -38.0965,
"lon": 145.26707,
"name": "Cranbourne West"
}
],
"question": "Which location is the geographic outlier among: Hāgere Hiywet, Schoemansdal, Madīnat Wādī an Naţrūn, Qorof, Cranbourne West?",
"ground_truth": {
"answer": "Cranbourne West",
"outlier_distance_km": 9498.9,
"second_furthest_km": 4801.3,
"clarity_ratio": 1.98,
"median_distance_km": 3770.8,
"distances_to_centroid": {
"Hāgere Hiywet": 2660.6,
"Schoemansdal": 3770.8,
"Madīnat Wādī an Naţrūn": 4801.3,
"Qorof": 1733.5,
"Cranbourne West": 9498.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hāgere Hiywet: (8.98°, 37.85°)",
" Schoemansdal: (-25.71°, 31.51°)",
" Madīnat Wādī an Naţrūn: (30.38°, 30.35°)",
" Qorof: (6.58°, 46.43°)",
" Cranbourne West: (-38.10°, 145.27°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Cranbourne West: 9498.9 km from centroid",
" Madīnat Wādī an Naţrūn: 4801.3 km from centroid",
" Schoemansdal: 3770.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Cranbourne West",
"FINAL ANSWER: Cranbourne West"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.2397,
"lon": -2.8858,
"name": "Basauri"
},
{
"lat": 47.57143,
"lon": 10.70171,
"name": "Füssen"
},
{
"lat": 45.76124,
"lon": 4.85184,
"name": "Lyon 03"
},
{
"lat": 47.73512,
"lon": -3.42952,
"name": "Ploemeur"
},
{
"lat": 35.65127,
"lon": -78.83362,
"name": "Holly Springs"
}
],
"question": "Which location is the geographic outlier among: Basauri, Füssen, Lyon 03, Ploemeur, Holly Springs?",
"ground_truth": {
"answer": "Holly Springs",
"outlier_distance_km": 5477.1,
"second_furthest_km": 1941.6,
"clarity_ratio": 2.82,
"median_distance_km": 1488.6,
"distances_to_centroid": {
"Basauri": 891.5,
"Füssen": 1941.6,
"Lyon 03": 1488.6,
"Ploemeur": 911.6,
"Holly Springs": 5477.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Basauri: (43.24°, -2.89°)",
" Füssen: (47.57°, 10.70°)",
" Lyon 03: (45.76°, 4.85°)",
" Ploemeur: (47.74°, -3.43°)",
" Holly Springs: (35.65°, -78.83°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Holly Springs: 5477.1 km from centroid",
" Füssen: 1941.6 km from centroid",
" Lyon 03: 1488.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Holly Springs",
"FINAL ANSWER: Holly Springs"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.87995,
"lon": 76.002,
"name": "Naduvattam"
},
{
"lat": 50.78333,
"lon": 121.51667,
"name": "Genhe"
},
{
"lat": 35.87291,
"lon": 137.97503,
"name": "Minamiminowa"
},
{
"lat": 39.74326,
"lon": 118.45099,
"name": "Tangjiazhuang"
},
{
"lat": -28.56003,
"lon": -66.80737,
"name": "Aimogasta"
}
],
"question": "Which location is the geographic outlier among: Naduvattam, Genhe, Minamiminowa, Tangjiazhuang, Aimogasta?",
"ground_truth": {
"answer": "Aimogasta",
"outlier_distance_km": 16350.5,
"second_furthest_km": 6009.4,
"clarity_ratio": 2.72,
"median_distance_km": 4988.3,
"distances_to_centroid": {
"Naduvattam": 1217.5,
"Genhe": 4988.3,
"Minamiminowa": 6009.4,
"Tangjiazhuang": 4351.4,
"Aimogasta": 16350.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Naduvattam: (10.88°, 76.00°)",
" Genhe: (50.78°, 121.52°)",
" Minamiminowa: (35.87°, 137.98°)",
" Tangjiazhuang: (39.74°, 118.45°)",
" Aimogasta: (-28.56°, -66.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Aimogasta: 16350.5 km from centroid",
" Minamiminowa: 6009.4 km from centroid",
" Genhe: 4988.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Aimogasta",
"FINAL ANSWER: Aimogasta"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 11.80937,
"lon": 8.84422,
"name": "Wudil"
},
{
"lat": 6.3,
"lon": 36.88333,
"name": "Felege Neway"
},
{
"lat": -1.03326,
"lon": 37.06933,
"name": "Thika"
},
{
"lat": -28.23078,
"lon": 28.30707,
"name": "Bethlehem"
},
{
"lat": -5.25806,
"lon": -44.64889,
"name": "Tuntum"
}
],
"question": "Which location is the geographic outlier among: Wudil, Felege Neway, Thika, Bethlehem, Tuntum?",
"ground_truth": {
"answer": "Tuntum",
"outlier_distance_km": 6426.5,
"second_furthest_km": 3197.8,
"clarity_ratio": 2.01,
"median_distance_km": 2827.8,
"distances_to_centroid": {
"Wudil": 1748.7,
"Felege Neway": 2827.8,
"Thika": 2653.8,
"Bethlehem": 3197.8,
"Tuntum": 6426.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Wudil: (11.81°, 8.84°)",
" Felege Neway: (6.30°, 36.88°)",
" Thika: (-1.03°, 37.07°)",
" Bethlehem: (-28.23°, 28.31°)",
" Tuntum: (-5.26°, -44.65°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tuntum: 6426.5 km from centroid",
" Bethlehem: 3197.8 km from centroid",
" Felege Neway: 2827.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tuntum",
"FINAL ANSWER: Tuntum"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -0.21209,
"lon": 36.27248,
"name": "Upper Gilgil"
},
{
"lat": 27.55642,
"lon": 30.81057,
"name": "Dayrūţ"
},
{
"lat": -27.36541,
"lon": 29.88175,
"name": "Volksrust"
},
{
"lat": 5.91793,
"lon": 0.98789,
"name": "Keta"
},
{
"lat": -41.43876,
"lon": 147.13467,
"name": "Launceston"
}
],
"question": "Which location is the geographic outlier among: Upper Gilgil, Dayrūţ, Volksrust, Keta, Launceston?",
"ground_truth": {
"answer": "Launceston",
"outlier_distance_km": 10155.0,
"second_furthest_km": 5522.0,
"clarity_ratio": 1.84,
"median_distance_km": 4323.4,
"distances_to_centroid": {
"Upper Gilgil": 1608.0,
"Dayrūţ": 4323.4,
"Volksrust": 3024.0,
"Keta": 5522.0,
"Launceston": 10155.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Upper Gilgil: (-0.21°, 36.27°)",
" Dayrūţ: (27.56°, 30.81°)",
" Volksrust: (-27.37°, 29.88°)",
" Keta: (5.92°, 0.99°)",
" Launceston: (-41.44°, 147.13°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Launceston: 10155.0 km from centroid",
" Keta: 5522.0 km from centroid",
" Dayrūţ: 4323.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Launceston",
"FINAL ANSWER: Launceston"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 13.73028,
"lon": 100.65138,
"name": "Suan Luang"
},
{
"lat": 20.79393,
"lon": 70.70216,
"name": "Kodīnar"
},
{
"lat": 30.39733,
"lon": 107.46953,
"name": "Caohui"
},
{
"lat": 4.48178,
"lon": 118.61119,
"name": "Semporna"
},
{
"lat": 42.97839,
"lon": -78.79976,
"name": "Amherst"
}
],
"question": "Which location is the geographic outlier among: Suan Luang, Kodīnar, Caohui, Semporna, Amherst?",
"ground_truth": {
"answer": "Amherst",
"outlier_distance_km": 11788.4,
"second_furthest_km": 6222.4,
"clarity_ratio": 1.89,
"median_distance_km": 4415.9,
"distances_to_centroid": {
"Suan Luang": 4010.4,
"Kodīnar": 744.8,
"Caohui": 4415.9,
"Semporna": 6222.4,
"Amherst": 11788.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Suan Luang: (13.73°, 100.65°)",
" Kodīnar: (20.79°, 70.70°)",
" Caohui: (30.40°, 107.47°)",
" Semporna: (4.48°, 118.61°)",
" Amherst: (42.98°, -78.80°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Amherst: 11788.4 km from centroid",
" Semporna: 6222.4 km from centroid",
" Caohui: 4415.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Amherst",
"FINAL ANSWER: Amherst"
]
}
]