GPSBench-10pct / data /track_applied /splits /task9_spatial_patterns_train.json
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[
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.76667,
"lon": 144.96667,
"name": "Brunswick"
},
{
"lat": -33.79798,
"lon": 151.28826,
"name": "Manly"
},
{
"lat": -33.86436,
"lon": 151.0397,
"name": "Lidcombe"
},
{
"lat": -32.83211,
"lon": 151.35623,
"name": "Cessnock"
},
{
"lat": 44.63651,
"lon": -123.10593,
"name": "Albany"
}
],
"question": "Which location is the geographic outlier among: Brunswick, Manly, Lidcombe, Cessnock, Albany?",
"ground_truth": {
"answer": "Albany",
"outlier_distance_km": 15459.4,
"second_furthest_km": 5777.8,
"clarity_ratio": 2.68,
"median_distance_km": 5774.3,
"distances_to_centroid": {
"Brunswick": 5249.9,
"Manly": 5774.3,
"Lidcombe": 5751.6,
"Cessnock": 5777.8,
"Albany": 15459.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Brunswick: (-37.77°, 144.97°)",
" Manly: (-33.80°, 151.29°)",
" Lidcombe: (-33.86°, 151.04°)",
" Cessnock: (-32.83°, 151.36°)",
" Albany: (44.64°, -123.11°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Albany: 15459.4 km from centroid",
" Cessnock: 5777.8 km from centroid",
" Manly: 5774.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Albany",
"FINAL ANSWER: Albany"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -14.64083,
"lon": -39.55111,
"name": "Coaraci"
},
{
"lat": -6.23122,
"lon": -42.68691,
"name": "Regeneração"
},
{
"lat": -3.36841,
"lon": -64.72054,
"name": "Tefé"
},
{
"lat": -11.52472,
"lon": -61.01278,
"name": "Espigão dOeste"
},
{
"lat": -27.64613,
"lon": 152.85965,
"name": "Redbank Plains"
}
],
"question": "Which location is the geographic outlier among: Coaraci, Regeneração, Tefé, Espigão dOeste, Redbank Plains?",
"ground_truth": {
"answer": "Redbank Plains",
"outlier_distance_km": 15206.0,
"second_furthest_km": 5991.0,
"clarity_ratio": 2.54,
"median_distance_km": 5428.4,
"distances_to_centroid": {
"Coaraci": 3088.2,
"Regeneração": 3543.2,
"Tefé": 5991.0,
"Espigão dOeste": 5428.4,
"Redbank Plains": 15206.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Coaraci: (-14.64°, -39.55°)",
" Regeneração: (-6.23°, -42.69°)",
" Tefé: (-3.37°, -64.72°)",
" Espigão dOeste: (-11.52°, -61.01°)",
" Redbank Plains: (-27.65°, 152.86°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Redbank Plains: 15206.0 km from centroid",
" Tefé: 5991.0 km from centroid",
" Espigão dOeste: 5428.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Redbank Plains",
"FINAL ANSWER: Redbank Plains"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.06251,
"lon": 151.14961,
"name": "Cronulla"
},
{
"lat": -33.41665,
"lon": 149.5806,
"name": "Bathurst"
},
{
"lat": -33.90741,
"lon": 151.15546,
"name": "Marrickville"
},
{
"lat": -41.21667,
"lon": 174.91667,
"name": "Lower Hutt"
},
{
"lat": 53.4614,
"lon": -2.92863,
"name": "Fazakerley"
}
],
"question": "Which location is the geographic outlier among: Cronulla, Bathurst, Marrickville, Lower Hutt, Fazakerley?",
"ground_truth": {
"answer": "Fazakerley",
"outlier_distance_km": 14048.7,
"second_furthest_km": 5409.5,
"clarity_ratio": 2.6,
"median_distance_km": 3179.5,
"distances_to_centroid": {
"Cronulla": 3179.5,
"Bathurst": 3017.7,
"Marrickville": 3171.9,
"Lower Hutt": 5409.5,
"Fazakerley": 14048.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cronulla: (-34.06°, 151.15°)",
" Bathurst: (-33.42°, 149.58°)",
" Marrickville: (-33.91°, 151.16°)",
" Lower Hutt: (-41.22°, 174.92°)",
" Fazakerley: (53.46°, -2.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Fazakerley: 14048.7 km from centroid",
" Lower Hutt: 5409.5 km from centroid",
" Cronulla: 3179.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Fazakerley",
"FINAL ANSWER: Fazakerley"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.8149,
"lon": 144.95052,
"name": "Docklands"
},
{
"lat": -37.89138,
"lon": 144.62368,
"name": "Wyndham Vale"
},
{
"lat": -16.92366,
"lon": 145.76613,
"name": "Cairns"
},
{
"lat": -40.91667,
"lon": 175.01667,
"name": "Paraparaumu"
},
{
"lat": 9.08296,
"lon": -1.81884,
"name": "Damongo"
}
],
"question": "Which location is the geographic outlier among: Docklands, Wyndham Vale, Cairns, Paraparaumu, Damongo?",
"ground_truth": {
"answer": "Damongo",
"outlier_distance_km": 13803.4,
"second_furthest_km": 5197.8,
"clarity_ratio": 2.66,
"median_distance_km": 2646.5,
"distances_to_centroid": {
"Docklands": 2621.8,
"Wyndham Vale": 2600.0,
"Cairns": 2646.5,
"Paraparaumu": 5197.8,
"Damongo": 13803.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Docklands: (-37.81°, 144.95°)",
" Wyndham Vale: (-37.89°, 144.62°)",
" Cairns: (-16.92°, 145.77°)",
" Paraparaumu: (-40.92°, 175.02°)",
" Damongo: (9.08°, -1.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Damongo: 13803.4 km from centroid",
" Paraparaumu: 5197.8 km from centroid",
" Cairns: 2646.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Damongo",
"FINAL ANSWER: Damongo"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 29.30309,
"lon": 108.7702,
"name": "Zhuoshui"
},
{
"lat": 12.54288,
"lon": 78.35735,
"name": "Bargūr"
},
{
"lat": 47.23489,
"lon": 127.10769,
"name": "Suiling"
},
{
"lat": 33.19133,
"lon": 104.42009,
"name": "Zhongzhai"
},
{
"lat": 51.40878,
"lon": -0.02526,
"name": "Beckenham"
}
],
"question": "Which location is the geographic outlier among: Zhuoshui, Bargūr, Suiling, Zhongzhai, Beckenham?",
"ground_truth": {
"answer": "Beckenham",
"outlier_distance_km": 6663.2,
"second_furthest_km": 3839.3,
"clarity_ratio": 1.74,
"median_distance_km": 2526.5,
"distances_to_centroid": {
"Zhuoshui": 2430.1,
"Bargūr": 2526.5,
"Suiling": 3839.3,
"Zhongzhai": 1912.8,
"Beckenham": 6663.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Zhuoshui: (29.30°, 108.77°)",
" Bargūr: (12.54°, 78.36°)",
" Suiling: (47.23°, 127.11°)",
" Zhongzhai: (33.19°, 104.42°)",
" Beckenham: (51.41°, -0.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Beckenham: 6663.2 km from centroid",
" Suiling: 3839.3 km from centroid",
" Bargūr: 2526.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Beckenham",
"FINAL ANSWER: Beckenham"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.12014,
"lon": 15.28768,
"name": "Lubań"
},
{
"lat": 55.7163,
"lon": 60.551,
"name": "Kyshtym"
},
{
"lat": 44.75583,
"lon": 44.9925,
"name": "Neftekumsk"
},
{
"lat": 55.82885,
"lon": -4.21376,
"name": "Rutherglen"
},
{
"lat": 22.75923,
"lon": 113.79452,
"name": "Gongheyong"
}
],
"question": "Which location is the geographic outlier among: Lubań, Kyshtym, Neftekumsk, Rutherglen, Gongheyong?",
"ground_truth": {
"answer": "Gongheyong",
"outlier_distance_km": 6514.3,
"second_furthest_km": 3599.5,
"clarity_ratio": 1.81,
"median_distance_km": 2316.4,
"distances_to_centroid": {
"Lubań": 2316.4,
"Kyshtym": 1473.9,
"Neftekumsk": 165.8,
"Rutherglen": 3599.5,
"Gongheyong": 6514.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lubań: (51.12°, 15.29°)",
" Kyshtym: (55.72°, 60.55°)",
" Neftekumsk: (44.76°, 44.99°)",
" Rutherglen: (55.83°, -4.21°)",
" Gongheyong: (22.76°, 113.79°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gongheyong: 6514.3 km from centroid",
" Rutherglen: 3599.5 km from centroid",
" Lubań: 2316.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gongheyong",
"FINAL ANSWER: Gongheyong"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 47.65689,
"lon": 9.47554,
"name": "Friedrichshafen"
},
{
"lat": 51.45061,
"lon": 0.05225,
"name": "Eltham"
},
{
"lat": 49.95542,
"lon": 18.57479,
"name": "Jastrzębie Zdrój"
},
{
"lat": 51.28635,
"lon": 7.29388,
"name": "Schwelm"
},
{
"lat": 10.81314,
"lon": 76.62869,
"name": "Puthuppariyāram"
}
],
"question": "Which location is the geographic outlier among: Friedrichshafen, Eltham, Jastrzębie Zdrój, Schwelm, Puthuppariyāram?",
"ground_truth": {
"answer": "Puthuppariyāram",
"outlier_distance_km": 6287.5,
"second_furthest_km": 1973.3,
"clarity_ratio": 3.19,
"median_distance_km": 1523.9,
"distances_to_centroid": {
"Friedrichshafen": 1180.7,
"Eltham": 1973.3,
"Jastrzębie Zdrój": 907.8,
"Schwelm": 1523.9,
"Puthuppariyāram": 6287.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Friedrichshafen: (47.66°, 9.48°)",
" Eltham: (51.45°, 0.05°)",
" Jastrzębie Zdrój: (49.96°, 18.57°)",
" Schwelm: (51.29°, 7.29°)",
" Puthuppariyāram: (10.81°, 76.63°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Puthuppariyāram: 6287.5 km from centroid",
" Eltham: 1973.3 km from centroid",
" Schwelm: 1523.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Puthuppariyāram",
"FINAL ANSWER: Puthuppariyāram"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.92136,
"lon": 8.55183,
"name": "Verbania"
},
{
"lat": 40.41409,
"lon": -3.66553,
"name": "Estrella"
},
{
"lat": 55.84244,
"lon": 38.19362,
"name": "Monino"
},
{
"lat": 51.39894,
"lon": 7.18557,
"name": "Hattingen"
},
{
"lat": -28.21901,
"lon": 152.03438,
"name": "Warwick"
}
],
"question": "Which location is the geographic outlier among: Verbania, Estrella, Monino, Hattingen, Warwick?",
"ground_truth": {
"answer": "Warwick",
"outlier_distance_km": 13562.9,
"second_furthest_km": 3973.2,
"clarity_ratio": 3.41,
"median_distance_km": 3367.1,
"distances_to_centroid": {
"Verbania": 3059.8,
"Estrella": 3973.2,
"Monino": 2538.1,
"Hattingen": 3367.1,
"Warwick": 13562.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Verbania: (45.92°, 8.55°)",
" Estrella: (40.41°, -3.67°)",
" Monino: (55.84°, 38.19°)",
" Hattingen: (51.40°, 7.19°)",
" Warwick: (-28.22°, 152.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Warwick: 13562.9 km from centroid",
" Estrella: 3973.2 km from centroid",
" Hattingen: 3367.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Warwick",
"FINAL ANSWER: Warwick"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 3.43054,
"lon": -76.5199,
"name": "Cali"
},
{
"lat": -43.24895,
"lon": -65.30505,
"name": "Trelew"
},
{
"lat": -1.8,
"lon": -53.48,
"name": "Prainha"
},
{
"lat": -22.15214,
"lon": -42.92335,
"name": "São José do Vale do Rio Preto"
},
{
"lat": 37.28766,
"lon": -6.0541,
"name": "Coria del Río"
}
],
"question": "Which location is the geographic outlier among: Cali, Trelew, Prainha, São José do Vale do Rio Preto, Coria del Río?",
"ground_truth": {
"answer": "Coria del Río",
"outlier_distance_km": 6483.8,
"second_furthest_km": 4518.7,
"clarity_ratio": 1.43,
"median_distance_km": 3222.2,
"distances_to_centroid": {
"Cali": 3222.2,
"Trelew": 4518.7,
"Prainha": 643.7,
"São José do Vale do Rio Preto": 1979.9,
"Coria del Río": 6483.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cali: (3.43°, -76.52°)",
" Trelew: (-43.25°, -65.31°)",
" Prainha: (-1.80°, -53.48°)",
" São José do Vale do Rio Preto: (-22.15°, -42.92°)",
" Coria del Río: (37.29°, -6.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Coria del Río: 6483.8 km from centroid",
" Trelew: 4518.7 km from centroid",
" Cali: 3222.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Coria del Río",
"FINAL ANSWER: Coria del Río"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.3943,
"lon": 136.66898,
"name": "Mizuho"
},
{
"lat": 17.51544,
"lon": 78.88563,
"name": "Bhongīr"
},
{
"lat": 11.11723,
"lon": 77.37256,
"name": "Mannarai"
},
{
"lat": 34.21024,
"lon": 134.33653,
"name": "Higashikagawa"
},
{
"lat": -13.4425,
"lon": -42.23889,
"name": "Paramirim"
}
],
"question": "Which location is the geographic outlier among: Mizuho, Bhongīr, Mannarai, Higashikagawa, Paramirim?",
"ground_truth": {
"answer": "Paramirim",
"outlier_distance_km": 13508.6,
"second_furthest_km": 6199.4,
"clarity_ratio": 2.18,
"median_distance_km": 5979.4,
"distances_to_centroid": {
"Mizuho": 6199.4,
"Bhongīr": 209.1,
"Mannarai": 650.8,
"Higashikagawa": 5979.4,
"Paramirim": 13508.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Mizuho: (35.39°, 136.67°)",
" Bhongīr: (17.52°, 78.89°)",
" Mannarai: (11.12°, 77.37°)",
" Higashikagawa: (34.21°, 134.34°)",
" Paramirim: (-13.44°, -42.24°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Paramirim: 13508.6 km from centroid",
" Mizuho: 6199.4 km from centroid",
" Higashikagawa: 5979.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Paramirim",
"FINAL ANSWER: Paramirim"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 6.53891,
"lon": 3.3742,
"name": "Shomolu"
},
{
"lat": 12.79881,
"lon": 39.64448,
"name": "Mehoni"
},
{
"lat": 6.90412,
"lon": -2.56114,
"name": "Mim"
},
{
"lat": -1.29996,
"lon": 36.99047,
"name": "Githunguri"
},
{
"lat": -27.54333,
"lon": 153.20287,
"name": "Capalaba"
}
],
"question": "Which location is the geographic outlier among: Shomolu, Mehoni, Mim, Githunguri, Capalaba?",
"ground_truth": {
"answer": "Capalaba",
"outlier_distance_km": 11657.5,
"second_furthest_km": 5464.1,
"clarity_ratio": 2.13,
"median_distance_km": 4808.8,
"distances_to_centroid": {
"Shomolu": 4808.8,
"Mehoni": 1644.7,
"Mim": 5464.1,
"Githunguri": 1019.8,
"Capalaba": 11657.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shomolu: (6.54°, 3.37°)",
" Mehoni: (12.80°, 39.64°)",
" Mim: (6.90°, -2.56°)",
" Githunguri: (-1.30°, 36.99°)",
" Capalaba: (-27.54°, 153.20°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Capalaba: 11657.5 km from centroid",
" Mim: 5464.1 km from centroid",
" Shomolu: 4808.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Capalaba",
"FINAL ANSWER: Capalaba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.86667,
"lon": 145.28333,
"name": "Boronia"
},
{
"lat": -42.87936,
"lon": 147.32941,
"name": "Hobart"
},
{
"lat": -37.81501,
"lon": 144.96657,
"name": "Melbourne City Centre"
},
{
"lat": -37.8228,
"lon": 144.96434,
"name": "Southbank"
},
{
"lat": -7.71361,
"lon": -66.97639,
"name": "Pauini"
}
],
"question": "Which location is the geographic outlier among: Boronia, Hobart, Melbourne City Centre, Southbank, Pauini?",
"ground_truth": {
"answer": "Pauini",
"outlier_distance_km": 15387.5,
"second_furthest_km": 3990.5,
"clarity_ratio": 3.86,
"median_distance_km": 3833.2,
"distances_to_centroid": {
"Boronia": 3833.2,
"Hobart": 3990.5,
"Melbourne City Centre": 3805.9,
"Southbank": 3805.6,
"Pauini": 15387.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Boronia: (-37.87°, 145.28°)",
" Hobart: (-42.88°, 147.33°)",
" Melbourne City Centre: (-37.82°, 144.97°)",
" Southbank: (-37.82°, 144.96°)",
" Pauini: (-7.71°, -66.98°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Pauini: 15387.5 km from centroid",
" Hobart: 3990.5 km from centroid",
" Boronia: 3833.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Pauini",
"FINAL ANSWER: Pauini"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 37.07381,
"lon": 14.24038,
"name": "Gela"
},
{
"lat": 51.40878,
"lon": -0.02526,
"name": "Beckenham"
},
{
"lat": 48.6328,
"lon": 2.44049,
"name": "Évry"
},
{
"lat": 45.11326,
"lon": 41.0365,
"name": "Novokubansk"
},
{
"lat": -31.87101,
"lon": 26.97862,
"name": "Queensdale"
}
],
"question": "Which location is the geographic outlier among: Gela, Beckenham, Évry, Novokubansk, Queensdale?",
"ground_truth": {
"answer": "Queensdale",
"outlier_distance_km": 6968.7,
"second_furthest_km": 2754.6,
"clarity_ratio": 2.53,
"median_distance_km": 2685.1,
"distances_to_centroid": {
"Gela": 817.5,
"Beckenham": 2754.6,
"Évry": 2401.7,
"Novokubansk": 2685.1,
"Queensdale": 6968.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Gela: (37.07°, 14.24°)",
" Beckenham: (51.41°, -0.03°)",
" Évry: (48.63°, 2.44°)",
" Novokubansk: (45.11°, 41.04°)",
" Queensdale: (-31.87°, 26.98°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Queensdale: 6968.7 km from centroid",
" Beckenham: 2754.6 km from centroid",
" Novokubansk: 2685.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Queensdale",
"FINAL ANSWER: Queensdale"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.73667,
"lon": 139.32361,
"name": "Fussa"
},
{
"lat": -7.9797,
"lon": 112.6304,
"name": "Malang"
},
{
"lat": 38.80898,
"lon": 77.44861,
"name": "Huangdi"
},
{
"lat": 1.7439,
"lon": 103.3207,
"name": "Kawasan Penempatan Ulu Benut Lima"
},
{
"lat": 33.41421,
"lon": -111.94348,
"name": "Tempe Junction"
}
],
"question": "Which location is the geographic outlier among: Fussa, Malang, Huangdi, Kawasan Penempatan Ulu Benut Lima, Tempe Junction?",
"ground_truth": {
"answer": "Tempe Junction",
"outlier_distance_km": 14023.0,
"second_furthest_km": 7400.4,
"clarity_ratio": 1.89,
"median_distance_km": 6164.3,
"distances_to_centroid": {
"Fussa": 7400.4,
"Malang": 6164.3,
"Huangdi": 2416.1,
"Kawasan Penempatan Ulu Benut Lima": 4726.4,
"Tempe Junction": 14023.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Fussa: (35.74°, 139.32°)",
" Malang: (-7.98°, 112.63°)",
" Huangdi: (38.81°, 77.45°)",
" Kawasan Penempatan Ulu Benut Lima: (1.74°, 103.32°)",
" Tempe Junction: (33.41°, -111.94°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tempe Junction: 14023.0 km from centroid",
" Fussa: 7400.4 km from centroid",
" Malang: 6164.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tempe Junction",
"FINAL ANSWER: Tempe Junction"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.53221,
"lon": 153.22889,
"name": "Alexandra Hills"
},
{
"lat": -37.83333,
"lon": 145.05,
"name": "Glenferrie"
},
{
"lat": -37.91667,
"lon": 145.11667,
"name": "Clayton"
},
{
"lat": -37.73261,
"lon": 144.86504,
"name": "Keilor East"
},
{
"lat": 13.93139,
"lon": 121.61722,
"name": "Lucena"
}
],
"question": "Which location is the geographic outlier among: Alexandra Hills, Glenferrie, Clayton, Keilor East, Lucena?",
"ground_truth": {
"answer": "Lucena",
"outlier_distance_km": 4899.8,
"second_furthest_km": 1421.1,
"clarity_ratio": 3.45,
"median_distance_km": 1410.8,
"distances_to_centroid": {
"Alexandra Hills": 1144.1,
"Glenferrie": 1410.8,
"Clayton": 1421.1,
"Keilor East": 1396.3,
"Lucena": 4899.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Alexandra Hills: (-27.53°, 153.23°)",
" Glenferrie: (-37.83°, 145.05°)",
" Clayton: (-37.92°, 145.12°)",
" Keilor East: (-37.73°, 144.87°)",
" Lucena: (13.93°, 121.62°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lucena: 4899.8 km from centroid",
" Clayton: 1421.1 km from centroid",
" Glenferrie: 1410.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lucena",
"FINAL ANSWER: Lucena"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.8149,
"lon": 144.95052,
"name": "Docklands"
},
{
"lat": -37.6,
"lon": 144.95,
"name": "Craigieburn"
},
{
"lat": -37.88461,
"lon": 145.29539,
"name": "Ferntree Gully"
},
{
"lat": -32.05251,
"lon": 115.88782,
"name": "Willetton"
},
{
"lat": 3.5638,
"lon": 101.6581,
"name": "Kuala Kubu Baharu"
}
],
"question": "Which location is the geographic outlier among: Docklands, Craigieburn, Ferntree Gully, Willetton, Kuala Kubu Baharu?",
"ground_truth": {
"answer": "Kuala Kubu Baharu",
"outlier_distance_km": 4705.1,
"second_furthest_km": 1730.7,
"clarity_ratio": 2.72,
"median_distance_km": 1701.2,
"distances_to_centroid": {
"Docklands": 1701.2,
"Craigieburn": 1687.9,
"Ferntree Gully": 1730.7,
"Willetton": 1466.1,
"Kuala Kubu Baharu": 4705.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Docklands: (-37.81°, 144.95°)",
" Craigieburn: (-37.60°, 144.95°)",
" Ferntree Gully: (-37.88°, 145.30°)",
" Willetton: (-32.05°, 115.89°)",
" Kuala Kubu Baharu: (3.56°, 101.66°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kuala Kubu Baharu: 4705.1 km from centroid",
" Ferntree Gully: 1730.7 km from centroid",
" Docklands: 1701.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kuala Kubu Baharu",
"FINAL ANSWER: Kuala Kubu Baharu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -8.3939,
"lon": 114.1464,
"name": "Gambiran Satu"
},
{
"lat": 26.25318,
"lon": 108.65785,
"name": "Shangchong"
},
{
"lat": 17.3381,
"lon": 77.90441,
"name": "Vikārābād"
},
{
"lat": 21.59556,
"lon": 78.52628,
"name": "Pāndhurnā"
},
{
"lat": -36.99282,
"lon": 174.87986,
"name": "Manukau City"
}
],
"question": "Which location is the geographic outlier among: Gambiran Satu, Shangchong, Vikārābād, Pāndhurnā, Manukau City?",
"ground_truth": {
"answer": "Manukau City",
"outlier_distance_km": 8019.3,
"second_furthest_km": 3997.8,
"clarity_ratio": 2.01,
"median_distance_km": 3882.7,
"distances_to_centroid": {
"Gambiran Satu": 1422.3,
"Shangchong": 2489.6,
"Vikārābād": 3882.7,
"Pāndhurnā": 3997.8,
"Manukau City": 8019.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Gambiran Satu: (-8.39°, 114.15°)",
" Shangchong: (26.25°, 108.66°)",
" Vikārābād: (17.34°, 77.90°)",
" Pāndhurnā: (21.60°, 78.53°)",
" Manukau City: (-36.99°, 174.88°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Manukau City: 8019.3 km from centroid",
" Pāndhurnā: 3997.8 km from centroid",
" Vikārābād: 3882.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Manukau City",
"FINAL ANSWER: Manukau City"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 20.91528,
"lon": -100.74389,
"name": "San Miguel de Allende"
},
{
"lat": 36.16284,
"lon": -85.50164,
"name": "Cookeville"
},
{
"lat": 35.19807,
"lon": -111.65127,
"name": "Flagstaff"
},
{
"lat": 38.98067,
"lon": -77.10026,
"name": "Bethesda"
},
{
"lat": -32.27682,
"lon": 115.72978,
"name": "Rockingham"
}
],
"question": "Which location is the geographic outlier among: San Miguel de Allende, Cookeville, Flagstaff, Bethesda, Rockingham?",
"ground_truth": {
"answer": "Rockingham",
"outlier_distance_km": 18156.8,
"second_furthest_km": 6050.0,
"clarity_ratio": 3.0,
"median_distance_km": 5078.3,
"distances_to_centroid": {
"San Miguel de Allende": 5078.3,
"Cookeville": 3744.4,
"Flagstaff": 6050.0,
"Bethesda": 3224.9,
"Rockingham": 18156.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" San Miguel de Allende: (20.92°, -100.74°)",
" Cookeville: (36.16°, -85.50°)",
" Flagstaff: (35.20°, -111.65°)",
" Bethesda: (38.98°, -77.10°)",
" Rockingham: (-32.28°, 115.73°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rockingham: 18156.8 km from centroid",
" Flagstaff: 6050.0 km from centroid",
" San Miguel de Allende: 5078.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rockingham",
"FINAL ANSWER: Rockingham"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -41.13333,
"lon": 174.85,
"name": "Porirua"
},
{
"lat": -37.87709,
"lon": 145.12939,
"name": "Mount Waverley"
},
{
"lat": -37.79086,
"lon": 145.09386,
"name": "Balwyn North"
},
{
"lat": -37.78333,
"lon": 175.28333,
"name": "Hamilton"
},
{
"lat": 41.74753,
"lon": -87.71116,
"name": "Ashburn"
}
],
"question": "Which location is the geographic outlier among: Porirua, Mount Waverley, Balwyn North, Hamilton, Ashburn?",
"ground_truth": {
"answer": "Ashburn",
"outlier_distance_km": 17289.4,
"second_furthest_km": 6324.8,
"clarity_ratio": 2.73,
"median_distance_km": 6268.0,
"distances_to_centroid": {
"Porirua": 6268.0,
"Mount Waverley": 3705.2,
"Balwyn North": 3699.4,
"Hamilton": 6324.8,
"Ashburn": 17289.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Porirua: (-41.13°, 174.85°)",
" Mount Waverley: (-37.88°, 145.13°)",
" Balwyn North: (-37.79°, 145.09°)",
" Hamilton: (-37.78°, 175.28°)",
" Ashburn: (41.75°, -87.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ashburn: 17289.4 km from centroid",
" Hamilton: 6324.8 km from centroid",
" Porirua: 6268.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ashburn",
"FINAL ANSWER: Ashburn"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.15892,
"lon": -98.40824,
"name": "Huejotzingo"
},
{
"lat": 42.35176,
"lon": -71.86341,
"name": "Holden"
},
{
"lat": 38.5245,
"lon": -90.35734,
"name": "Concord"
},
{
"lat": 42.06642,
"lon": -87.93729,
"name": "Mount Prospect"
},
{
"lat": -40.95972,
"lon": 175.6575,
"name": "Masterton"
}
],
"question": "Which location is the geographic outlier among: Huejotzingo, Holden, Concord, Mount Prospect, Masterton?",
"ground_truth": {
"answer": "Masterton",
"outlier_distance_km": 16347.5,
"second_furthest_km": 6639.0,
"clarity_ratio": 2.46,
"median_distance_km": 5679.8,
"distances_to_centroid": {
"Huejotzingo": 6639.0,
"Holden": 4259.7,
"Concord": 5679.8,
"Mount Prospect": 5521.2,
"Masterton": 16347.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Huejotzingo: (19.16°, -98.41°)",
" Holden: (42.35°, -71.86°)",
" Concord: (38.52°, -90.36°)",
" Mount Prospect: (42.07°, -87.94°)",
" Masterton: (-40.96°, 175.66°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Masterton: 16347.5 km from centroid",
" Huejotzingo: 6639.0 km from centroid",
" Concord: 5679.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Masterton",
"FINAL ANSWER: Masterton"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.68333,
"lon": 145.01667,
"name": "Thomastown"
},
{
"lat": -42.87936,
"lon": 147.32941,
"name": "Hobart"
},
{
"lat": -32.83211,
"lon": 151.35623,
"name": "Cessnock"
},
{
"lat": -33.91938,
"lon": 150.92588,
"name": "Liverpool"
},
{
"lat": 11.01667,
"lon": 75.86667,
"name": "Pariyāpuram"
}
],
"question": "Which location is the geographic outlier among: Thomastown, Hobart, Cessnock, Liverpool, Pariyāpuram?",
"ground_truth": {
"answer": "Pariyāpuram",
"outlier_distance_km": 7580.1,
"second_furthest_km": 2107.6,
"clarity_ratio": 3.6,
"median_distance_km": 1770.2,
"distances_to_centroid": {
"Thomastown": 1544.4,
"Hobart": 2107.6,
"Cessnock": 1770.2,
"Liverpool": 1769.7,
"Pariyāpuram": 7580.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Thomastown: (-37.68°, 145.02°)",
" Hobart: (-42.88°, 147.33°)",
" Cessnock: (-32.83°, 151.36°)",
" Liverpool: (-33.92°, 150.93°)",
" Pariyāpuram: (11.02°, 75.87°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Pariyāpuram: 7580.1 km from centroid",
" Hobart: 2107.6 km from centroid",
" Cessnock: 1770.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Pariyāpuram",
"FINAL ANSWER: Pariyāpuram"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.13325,
"lon": 10.02129,
"name": "Cremona"
},
{
"lat": 51.37992,
"lon": -0.24445,
"name": "Worcester Park"
},
{
"lat": 52.43367,
"lon": 8.61263,
"name": "Rahden"
},
{
"lat": 43.25,
"lon": -5.76667,
"name": "Mieres"
},
{
"lat": 30.12303,
"lon": 31.13571,
"name": "Awsīm"
}
],
"question": "Which location is the geographic outlier among: Cremona, Worcester Park, Rahden, Mieres, Awsīm?",
"ground_truth": {
"answer": "Awsīm",
"outlier_distance_km": 2527.6,
"second_furthest_km": 1170.3,
"clarity_ratio": 2.16,
"median_distance_km": 1018.7,
"distances_to_centroid": {
"Cremona": 124.8,
"Worcester Park": 1018.7,
"Rahden": 886.2,
"Mieres": 1170.3,
"Awsīm": 2527.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cremona: (45.13°, 10.02°)",
" Worcester Park: (51.38°, -0.24°)",
" Rahden: (52.43°, 8.61°)",
" Mieres: (43.25°, -5.77°)",
" Awsīm: (30.12°, 31.14°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Awsīm: 2527.6 km from centroid",
" Mieres: 1170.3 km from centroid",
" Worcester Park: 1018.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Awsīm",
"FINAL ANSWER: Awsīm"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 38.035,
"lon": 140.85111,
"name": "Watari"
},
{
"lat": 34.61667,
"lon": 116.95,
"name": "Zhangzhai"
},
{
"lat": 34.33284,
"lon": 132.56967,
"name": "Kumano"
},
{
"lat": 28.24737,
"lon": 75.07666,
"name": "Bissāu"
},
{
"lat": 36.20005,
"lon": -86.51861,
"name": "Mount Juliet"
}
],
"question": "Which location is the geographic outlier among: Watari, Zhangzhai, Kumano, Bissāu, Mount Juliet?",
"ground_truth": {
"answer": "Mount Juliet",
"outlier_distance_km": 11965.3,
"second_furthest_km": 5735.2,
"clarity_ratio": 2.09,
"median_distance_km": 5143.1,
"distances_to_centroid": {
"Watari": 5735.2,
"Zhangzhai": 3747.7,
"Kumano": 5143.1,
"Bissāu": 674.9,
"Mount Juliet": 11965.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Watari: (38.03°, 140.85°)",
" Zhangzhai: (34.62°, 116.95°)",
" Kumano: (34.33°, 132.57°)",
" Bissāu: (28.25°, 75.08°)",
" Mount Juliet: (36.20°, -86.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mount Juliet: 11965.3 km from centroid",
" Watari: 5735.2 km from centroid",
" Kumano: 5143.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mount Juliet",
"FINAL ANSWER: Mount Juliet"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 8.3352,
"lon": 77.21361,
"name": "Pacode"
},
{
"lat": 23.72536,
"lon": 85.51023,
"name": "Kuju"
},
{
"lat": 9.86667,
"lon": 76.5,
"name": "Piravam"
},
{
"lat": 33.78333,
"lon": 130.98333,
"name": "Kanda"
},
{
"lat": -33.8178,
"lon": 151.00348,
"name": "Parramatta"
}
],
"question": "Which location is the geographic outlier among: Pacode, Kuju, Piravam, Kanda, Parramatta?",
"ground_truth": {
"answer": "Parramatta",
"outlier_distance_km": 6803.6,
"second_furthest_km": 3933.8,
"clarity_ratio": 1.73,
"median_distance_km": 3049.4,
"distances_to_centroid": {
"Pacode": 2972.9,
"Kuju": 2624.1,
"Piravam": 3049.4,
"Kanda": 3933.8,
"Parramatta": 6803.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pacode: (8.34°, 77.21°)",
" Kuju: (23.73°, 85.51°)",
" Piravam: (9.87°, 76.50°)",
" Kanda: (33.78°, 130.98°)",
" Parramatta: (-33.82°, 151.00°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Parramatta: 6803.6 km from centroid",
" Kanda: 3933.8 km from centroid",
" Piravam: 3049.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Parramatta",
"FINAL ANSWER: Parramatta"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -0.0962,
"lon": 34.27322,
"name": "Bondo"
},
{
"lat": 25.75089,
"lon": 32.6776,
"name": "Az Zaynīyah Qiblī"
},
{
"lat": -29.47795,
"lon": 30.23057,
"name": "Howick"
},
{
"lat": -33.93462,
"lon": 18.86676,
"name": "Stellenbosch"
},
{
"lat": -19.95194,
"lon": -44.34278,
"name": "Juatuba"
}
],
"question": "Which location is the geographic outlier among: Bondo, Az Zaynīyah Qiblī, Howick, Stellenbosch, Juatuba?",
"ground_truth": {
"answer": "Juatuba",
"outlier_distance_km": 6320.5,
"second_furthest_km": 4597.4,
"clarity_ratio": 1.37,
"median_distance_km": 2585.0,
"distances_to_centroid": {
"Bondo": 2542.5,
"Az Zaynīyah Qiblī": 4597.4,
"Howick": 2585.0,
"Stellenbosch": 2532.0,
"Juatuba": 6320.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bondo: (-0.10°, 34.27°)",
" Az Zaynīyah Qiblī: (25.75°, 32.68°)",
" Howick: (-29.48°, 30.23°)",
" Stellenbosch: (-33.93°, 18.87°)",
" Juatuba: (-19.95°, -44.34°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Juatuba: 6320.5 km from centroid",
" Az Zaynīyah Qiblī: 4597.4 km from centroid",
" Howick: 2585.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Juatuba",
"FINAL ANSWER: Juatuba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.74055,
"lon": -74.75443,
"name": "Palmar de Varela"
},
{
"lat": 1.25744,
"lon": -70.23551,
"name": "Mitú"
},
{
"lat": -10.53944,
"lon": -37.41667,
"name": "Ribeirópolis"
},
{
"lat": -15.29333,
"lon": -39.07528,
"name": "Una"
},
{
"lat": 44.53889,
"lon": 10.81166,
"name": "Fiorano"
}
],
"question": "Which location is the geographic outlier among: Palmar de Varela, Mitú, Ribeirópolis, Una, Fiorano?",
"ground_truth": {
"answer": "Fiorano",
"outlier_distance_km": 6656.5,
"second_furthest_km": 3622.1,
"clarity_ratio": 1.84,
"median_distance_km": 3164.1,
"distances_to_centroid": {
"Palmar de Varela": 3622.1,
"Mitú": 3164.1,
"Ribeirópolis": 1926.9,
"Una": 2407.1,
"Fiorano": 6656.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Palmar de Varela: (10.74°, -74.75°)",
" Mitú: (1.26°, -70.24°)",
" Ribeirópolis: (-10.54°, -37.42°)",
" Una: (-15.29°, -39.08°)",
" Fiorano: (44.54°, 10.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Fiorano: 6656.5 km from centroid",
" Palmar de Varela: 3622.1 km from centroid",
" Mitú: 3164.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Fiorano",
"FINAL ANSWER: Fiorano"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.53333,
"lon": 29.06667,
"name": "eMbalenhle"
},
{
"lat": -23.88384,
"lon": 29.70557,
"name": "Mankweng"
},
{
"lat": 11.74697,
"lon": 11.96083,
"name": "Damaturu"
},
{
"lat": -25.48251,
"lon": 29.02763,
"name": "Verena"
},
{
"lat": 6.42942,
"lon": 100.28174,
"name": "Kampung Hutan Arau"
}
],
"question": "Which location is the geographic outlier among: eMbalenhle, Mankweng, Damaturu, Verena, Kampung Hutan Arau?",
"ground_truth": {
"answer": "Kampung Hutan Arau",
"outlier_distance_km": 6959.6,
"second_furthest_km": 4037.3,
"clarity_ratio": 1.72,
"median_distance_km": 2022.3,
"distances_to_centroid": {
"eMbalenhle": 2022.3,
"Mankweng": 1751.3,
"Damaturu": 4037.3,
"Verena": 1932.2,
"Kampung Hutan Arau": 6959.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" eMbalenhle: (-26.53°, 29.07°)",
" Mankweng: (-23.88°, 29.71°)",
" Damaturu: (11.75°, 11.96°)",
" Verena: (-25.48°, 29.03°)",
" Kampung Hutan Arau: (6.43°, 100.28°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kampung Hutan Arau: 6959.6 km from centroid",
" Damaturu: 4037.3 km from centroid",
" eMbalenhle: 2022.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kampung Hutan Arau",
"FINAL ANSWER: Kampung Hutan Arau"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 36.12944,
"lon": 127.1,
"name": "Yŏnmu"
},
{
"lat": 30.86761,
"lon": 108.36969,
"name": "Tiancheng"
},
{
"lat": 25.56078,
"lon": 81.49164,
"name": "Bharwāri"
},
{
"lat": 39.49944,
"lon": 106.71167,
"name": "Wuda"
},
{
"lat": -22.41139,
"lon": -47.56139,
"name": "Rio Claro"
}
],
"question": "Which location is the geographic outlier among: Yŏnmu, Tiancheng, Bharwāri, Wuda, Rio Claro?",
"ground_truth": {
"answer": "Rio Claro",
"outlier_distance_km": 14161.1,
"second_furthest_km": 5219.7,
"clarity_ratio": 2.71,
"median_distance_km": 3559.6,
"distances_to_centroid": {
"Yŏnmu": 5219.7,
"Tiancheng": 3433.3,
"Bharwāri": 755.0,
"Wuda": 3559.6,
"Rio Claro": 14161.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Yŏnmu: (36.13°, 127.10°)",
" Tiancheng: (30.87°, 108.37°)",
" Bharwāri: (25.56°, 81.49°)",
" Wuda: (39.50°, 106.71°)",
" Rio Claro: (-22.41°, -47.56°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rio Claro: 14161.1 km from centroid",
" Yŏnmu: 5219.7 km from centroid",
" Wuda: 3559.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rio Claro",
"FINAL ANSWER: Rio Claro"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.86667,
"lon": 145.06667,
"name": "Glen Iris"
},
{
"lat": -37.78247,
"lon": 145.31682,
"name": "Mooroolbark"
},
{
"lat": -37.94853,
"lon": 145.15274,
"name": "Springvale"
},
{
"lat": -33.72197,
"lon": 151.04607,
"name": "Cherrybrook"
},
{
"lat": 19.88372,
"lon": -103.60073,
"name": "Sayula"
}
],
"question": "Which location is the geographic outlier among: Glen Iris, Mooroolbark, Springvale, Cherrybrook, Sayula?",
"ground_truth": {
"answer": "Sayula",
"outlier_distance_km": 17854.1,
"second_furthest_km": 5283.2,
"clarity_ratio": 3.38,
"median_distance_km": 4753.7,
"distances_to_centroid": {
"Glen Iris": 4732.1,
"Mooroolbark": 4753.7,
"Springvale": 4740.1,
"Cherrybrook": 5283.2,
"Sayula": 17854.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Glen Iris: (-37.87°, 145.07°)",
" Mooroolbark: (-37.78°, 145.32°)",
" Springvale: (-37.95°, 145.15°)",
" Cherrybrook: (-33.72°, 151.05°)",
" Sayula: (19.88°, -103.60°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sayula: 17854.1 km from centroid",
" Cherrybrook: 5283.2 km from centroid",
" Mooroolbark: 4753.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sayula",
"FINAL ANSWER: Sayula"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -5.85833,
"lon": -35.35389,
"name": "Macaíba"
},
{
"lat": -3.30708,
"lon": -52.53863,
"name": "Brasil Novo"
},
{
"lat": 7.90745,
"lon": -72.5049,
"name": "Cúcuta"
},
{
"lat": -25.97972,
"lon": -52.56778,
"name": "Coronel Vivida"
},
{
"lat": -37.88264,
"lon": 144.7003,
"name": "Hoppers Crossing"
}
],
"question": "Which location is the geographic outlier among: Macaíba, Brasil Novo, Cúcuta, Coronel Vivida, Hoppers Crossing?",
"ground_truth": {
"answer": "Hoppers Crossing",
"outlier_distance_km": 13921.0,
"second_furthest_km": 6903.6,
"clarity_ratio": 2.02,
"median_distance_km": 4407.3,
"distances_to_centroid": {
"Macaíba": 2508.2,
"Brasil Novo": 4407.3,
"Cúcuta": 6903.6,
"Coronel Vivida": 4305.8,
"Hoppers Crossing": 13921.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Macaíba: (-5.86°, -35.35°)",
" Brasil Novo: (-3.31°, -52.54°)",
" Cúcuta: (7.91°, -72.50°)",
" Coronel Vivida: (-25.98°, -52.57°)",
" Hoppers Crossing: (-37.88°, 144.70°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hoppers Crossing: 13921.0 km from centroid",
" Cúcuta: 6903.6 km from centroid",
" Brasil Novo: 4407.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hoppers Crossing",
"FINAL ANSWER: Hoppers Crossing"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -23.84852,
"lon": 151.25775,
"name": "Gladstone"
},
{
"lat": -34.78254,
"lon": 138.61077,
"name": "Parafield Gardens"
},
{
"lat": -27.96724,
"lon": 153.39796,
"name": "Southport"
},
{
"lat": -39.06667,
"lon": 174.08333,
"name": "New Plymouth"
},
{
"lat": -4.95611,
"lon": -37.13694,
"name": "Areia Branca"
}
],
"question": "Which location is the geographic outlier among: Gladstone, Parafield Gardens, Southport, New Plymouth, Areia Branca?",
"ground_truth": {
"answer": "Areia Branca",
"outlier_distance_km": 15509.9,
"second_furthest_km": 5528.9,
"clarity_ratio": 2.81,
"median_distance_km": 3690.9,
"distances_to_centroid": {
"Gladstone": 3547.6,
"Parafield Gardens": 2360.7,
"Southport": 3690.9,
"New Plymouth": 5528.9,
"Areia Branca": 15509.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Gladstone: (-23.85°, 151.26°)",
" Parafield Gardens: (-34.78°, 138.61°)",
" Southport: (-27.97°, 153.40°)",
" New Plymouth: (-39.07°, 174.08°)",
" Areia Branca: (-4.96°, -37.14°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Areia Branca: 15509.9 km from centroid",
" New Plymouth: 5528.9 km from centroid",
" Southport: 3690.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Areia Branca",
"FINAL ANSWER: Areia Branca"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.8,
"lon": 144.9,
"name": "Footscray"
},
{
"lat": -37.79086,
"lon": 145.09386,
"name": "Balwyn North"
},
{
"lat": -37.88333,
"lon": 145.21667,
"name": "Wantirna South"
},
{
"lat": -37.0393,
"lon": 174.92815,
"name": "Takanini"
},
{
"lat": 51.15,
"lon": 7.0,
"name": "Ohligs"
}
],
"question": "Which location is the geographic outlier among: Footscray, Balwyn North, Wantirna South, Takanini, Ohligs?",
"ground_truth": {
"answer": "Ohligs",
"outlier_distance_km": 13546.1,
"second_furthest_km": 5312.1,
"clarity_ratio": 2.55,
"median_distance_km": 2903.0,
"distances_to_centroid": {
"Footscray": 2875.4,
"Balwyn North": 2888.2,
"Wantirna South": 2903.0,
"Takanini": 5312.1,
"Ohligs": 13546.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Footscray: (-37.80°, 144.90°)",
" Balwyn North: (-37.79°, 145.09°)",
" Wantirna South: (-37.88°, 145.22°)",
" Takanini: (-37.04°, 174.93°)",
" Ohligs: (51.15°, 7.00°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ohligs: 13546.1 km from centroid",
" Takanini: 5312.1 km from centroid",
" Wantirna South: 2903.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ohligs",
"FINAL ANSWER: Ohligs"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 54.60528,
"lon": 18.34717,
"name": "Reda"
},
{
"lat": 49.71443,
"lon": 7.30776,
"name": "Idar-Oberstein"
},
{
"lat": 51.36973,
"lon": 10.87011,
"name": "Sondershausen"
},
{
"lat": 40.49631,
"lon": -3.71957,
"name": "Mirasierra"
},
{
"lat": -0.52731,
"lon": 34.45714,
"name": "Homa Bay"
}
],
"question": "Which location is the geographic outlier among: Reda, Idar-Oberstein, Sondershausen, Mirasierra, Homa Bay?",
"ground_truth": {
"answer": "Homa Bay",
"outlier_distance_km": 4902.0,
"second_furthest_km": 1759.3,
"clarity_ratio": 2.79,
"median_distance_km": 1472.2,
"distances_to_centroid": {
"Reda": 1759.3,
"Idar-Oberstein": 1272.8,
"Sondershausen": 1375.5,
"Mirasierra": 1472.2,
"Homa Bay": 4902.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Reda: (54.61°, 18.35°)",
" Idar-Oberstein: (49.71°, 7.31°)",
" Sondershausen: (51.37°, 10.87°)",
" Mirasierra: (40.50°, -3.72°)",
" Homa Bay: (-0.53°, 34.46°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Homa Bay: 4902.0 km from centroid",
" Reda: 1759.3 km from centroid",
" Mirasierra: 1472.2 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": -8.80972,
"lon": -63.69556,
"name": "Candeias do Jamari"
},
{
"lat": -8.14583,
"lon": -36.37111,
"name": "Brejo da Madre de Deus"
},
{
"lat": -30.51436,
"lon": -53.48496,
"name": "Caçapava do Sul"
},
{
"lat": -19.22444,
"lon": -44.93528,
"name": "Pompéu"
},
{
"lat": -37.86667,
"lon": 145.28333,
"name": "Boronia"
}
],
"question": "Which location is the geographic outlier among: Candeias do Jamari, Brejo da Madre de Deus, Caçapava do Sul, Pompéu, Boronia?",
"ground_truth": {
"answer": "Boronia",
"outlier_distance_km": 13011.2,
"second_furthest_km": 5831.8,
"clarity_ratio": 2.23,
"median_distance_km": 4395.6,
"distances_to_centroid": {
"Candeias do Jamari": 5831.8,
"Brejo da Madre de Deus": 3104.7,
"Caçapava do Sul": 4395.6,
"Pompéu": 3580.1,
"Boronia": 13011.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Candeias do Jamari: (-8.81°, -63.70°)",
" Brejo da Madre de Deus: (-8.15°, -36.37°)",
" Caçapava do Sul: (-30.51°, -53.48°)",
" Pompéu: (-19.22°, -44.94°)",
" Boronia: (-37.87°, 145.28°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Boronia: 13011.2 km from centroid",
" Candeias do Jamari: 5831.8 km from centroid",
" Caçapava do Sul: 4395.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Boronia",
"FINAL ANSWER: Boronia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -24.78864,
"lon": 31.07938,
"name": "Mafemani"
},
{
"lat": 0.0607,
"lon": 34.28806,
"name": "Siaya"
},
{
"lat": 30.18479,
"lon": 31.10649,
"name": "Manshīyat al Qanāţir"
},
{
"lat": 5.51737,
"lon": 5.75006,
"name": "Warri"
},
{
"lat": -37.69825,
"lon": 145.05967,
"name": "Bundoora"
}
],
"question": "Which location is the geographic outlier among: Mafemani, Siaya, Manshīyat al Qanāţir, Warri, Bundoora?",
"ground_truth": {
"answer": "Bundoora",
"outlier_distance_km": 10134.7,
"second_furthest_km": 5000.7,
"clarity_ratio": 2.03,
"median_distance_km": 4407.9,
"distances_to_centroid": {
"Mafemani": 2918.9,
"Siaya": 1788.3,
"Manshīyat al Qanāţir": 4407.9,
"Warri": 5000.7,
"Bundoora": 10134.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Mafemani: (-24.79°, 31.08°)",
" Siaya: (0.06°, 34.29°)",
" Manshīyat al Qanāţir: (30.18°, 31.11°)",
" Warri: (5.52°, 5.75°)",
" Bundoora: (-37.70°, 145.06°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bundoora: 10134.7 km from centroid",
" Warri: 5000.7 km from centroid",
" Manshīyat al Qanāţir: 4407.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bundoora",
"FINAL ANSWER: Bundoora"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -38.03333,
"lon": 145.3,
"name": "Narre Warren"
},
{
"lat": -33.95,
"lon": 151.11667,
"name": "Bexley"
},
{
"lat": -33.8406,
"lon": 151.00748,
"name": "Granville"
},
{
"lat": -37.56622,
"lon": 143.84957,
"name": "Ballarat"
},
{
"lat": -8.9475,
"lon": -37.42278,
"name": "Itaíba"
}
],
"question": "Which location is the geographic outlier among: Narre Warren, Bexley, Granville, Ballarat, Itaíba?",
"ground_truth": {
"answer": "Itaíba",
"outlier_distance_km": 14471.3,
"second_furthest_km": 3791.4,
"clarity_ratio": 3.82,
"median_distance_km": 3782.6,
"distances_to_centroid": {
"Narre Warren": 3262.9,
"Bexley": 3791.4,
"Granville": 3782.6,
"Ballarat": 3131.7,
"Itaíba": 14471.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Narre Warren: (-38.03°, 145.30°)",
" Bexley: (-33.95°, 151.12°)",
" Granville: (-33.84°, 151.01°)",
" Ballarat: (-37.57°, 143.85°)",
" Itaíba: (-8.95°, -37.42°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Itaíba: 14471.3 km from centroid",
" Bexley: 3791.4 km from centroid",
" Granville: 3782.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Itaíba",
"FINAL ANSWER: Itaíba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -2.41889,
"lon": -48.15222,
"name": "Tomé-Açu"
},
{
"lat": -16.44972,
"lon": -39.06472,
"name": "Porto Seguro"
},
{
"lat": -22.50972,
"lon": -47.77806,
"name": "Charqueada"
},
{
"lat": -4.02694,
"lon": -38.305,
"name": "Pindoretama"
},
{
"lat": -34.06564,
"lon": 151.01266,
"name": "Engadine"
}
],
"question": "Which location is the geographic outlier among: Tomé-Açu, Porto Seguro, Charqueada, Pindoretama, Engadine?",
"ground_truth": {
"answer": "Engadine",
"outlier_distance_km": 13882.6,
"second_furthest_km": 5010.8,
"clarity_ratio": 2.77,
"median_distance_km": 4592.5,
"distances_to_centroid": {
"Tomé-Açu": 5010.8,
"Porto Seguro": 3691.9,
"Charqueada": 4592.5,
"Pindoretama": 3926.4,
"Engadine": 13882.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Tomé-Açu: (-2.42°, -48.15°)",
" Porto Seguro: (-16.45°, -39.06°)",
" Charqueada: (-22.51°, -47.78°)",
" Pindoretama: (-4.03°, -38.30°)",
" Engadine: (-34.07°, 151.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Engadine: 13882.6 km from centroid",
" Tomé-Açu: 5010.8 km from centroid",
" Charqueada: 4592.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Engadine",
"FINAL ANSWER: Engadine"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -1.29389,
"lon": -47.92639,
"name": "Castanhal"
},
{
"lat": -22.87278,
"lon": -42.34306,
"name": "Araruama"
},
{
"lat": -9.50194,
"lon": -36.02278,
"name": "Atalaia"
},
{
"lat": -12.05,
"lon": -38.76667,
"name": "Irará"
},
{
"lat": 13.56083,
"lon": 38.97389,
"name": "Ābīy Ādī"
}
],
"question": "Which location is the geographic outlier among: Castanhal, Araruama, Atalaia, Irará, Ābīy Ādī?",
"ground_truth": {
"answer": "Ābīy Ādī",
"outlier_distance_km": 7425.3,
"second_furthest_km": 2589.8,
"clarity_ratio": 2.87,
"median_distance_km": 2582.5,
"distances_to_centroid": {
"Castanhal": 2582.5,
"Araruama": 2589.8,
"Atalaia": 1237.8,
"Irará": 1612.3,
"Ābīy Ādī": 7425.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Castanhal: (-1.29°, -47.93°)",
" Araruama: (-22.87°, -42.34°)",
" Atalaia: (-9.50°, -36.02°)",
" Irará: (-12.05°, -38.77°)",
" Ābīy Ādī: (13.56°, 38.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ābīy Ādī: 7425.3 km from centroid",
" Araruama: 2589.8 km from centroid",
" Castanhal: 2582.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ābīy Ādī",
"FINAL ANSWER: Ābīy Ādī"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 5.96502,
"lon": -75.96541,
"name": "Salgar"
},
{
"lat": -36.61756,
"lon": -72.95593,
"name": "Tomé"
},
{
"lat": 5.0668,
"lon": -75.50684,
"name": "Manizales"
},
{
"lat": -18.77861,
"lon": -46.4075,
"name": "Lagoa Formosa"
},
{
"lat": 54.60638,
"lon": 53.71179,
"name": "Tuymazy"
}
],
"question": "Which location is the geographic outlier among: Salgar, Tomé, Manizales, Lagoa Formosa, Tuymazy?",
"ground_truth": {
"answer": "Tuymazy",
"outlier_distance_km": 10280.1,
"second_furthest_km": 5273.1,
"clarity_ratio": 1.95,
"median_distance_km": 3634.7,
"distances_to_centroid": {
"Salgar": 3634.7,
"Tomé": 5273.1,
"Manizales": 3575.7,
"Lagoa Formosa": 2338.7,
"Tuymazy": 10280.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Salgar: (5.97°, -75.97°)",
" Tomé: (-36.62°, -72.96°)",
" Manizales: (5.07°, -75.51°)",
" Lagoa Formosa: (-18.78°, -46.41°)",
" Tuymazy: (54.61°, 53.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tuymazy: 10280.1 km from centroid",
" Tomé: 5273.1 km from centroid",
" Salgar: 3634.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tuymazy",
"FINAL ANSWER: Tuymazy"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.91972,
"lon": 151.07592,
"name": "Lakemba"
},
{
"lat": -37.81667,
"lon": 145.23333,
"name": "Ringwood"
},
{
"lat": -35.13333,
"lon": 138.51667,
"name": "Morphett Vale"
},
{
"lat": -35.28346,
"lon": 149.12807,
"name": "Canberra"
},
{
"lat": 40.5769,
"lon": 16.75655,
"name": "Ginosa"
}
],
"question": "Which location is the geographic outlier among: Lakemba, Ringwood, Morphett Vale, Canberra, Ginosa?",
"ground_truth": {
"answer": "Ginosa",
"outlier_distance_km": 12565.0,
"second_furthest_km": 3396.2,
"clarity_ratio": 3.7,
"median_distance_km": 3282.5,
"distances_to_centroid": {
"Lakemba": 3396.2,
"Ringwood": 3101.9,
"Morphett Vale": 2438.5,
"Canberra": 3282.5,
"Ginosa": 12565.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lakemba: (-33.92°, 151.08°)",
" Ringwood: (-37.82°, 145.23°)",
" Morphett Vale: (-35.13°, 138.52°)",
" Canberra: (-35.28°, 149.13°)",
" Ginosa: (40.58°, 16.76°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ginosa: 12565.0 km from centroid",
" Lakemba: 3396.2 km from centroid",
" Canberra: 3282.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ginosa",
"FINAL ANSWER: Ginosa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -23.50099,
"lon": -46.65744,
"name": "Casa Verde"
},
{
"lat": -23.52278,
"lon": -46.18833,
"name": "Mogi das Cruzes"
},
{
"lat": -29.25611,
"lon": -51.53361,
"name": "Garibaldi"
},
{
"lat": -34.5651,
"lon": -58.69034,
"name": "Bella Vista"
},
{
"lat": 35.76232,
"lon": 139.31952,
"name": "Hamura"
}
],
"question": "Which location is the geographic outlier among: Casa Verde, Mogi das Cruzes, Garibaldi, Bella Vista, Hamura?",
"ground_truth": {
"answer": "Hamura",
"outlier_distance_km": 16406.9,
"second_furthest_km": 5066.6,
"clarity_ratio": 3.24,
"median_distance_km": 4272.0,
"distances_to_centroid": {
"Casa Verde": 3672.3,
"Mogi das Cruzes": 3625.4,
"Garibaldi": 4272.0,
"Bella Vista": 5066.6,
"Hamura": 16406.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Casa Verde: (-23.50°, -46.66°)",
" Mogi das Cruzes: (-23.52°, -46.19°)",
" Garibaldi: (-29.26°, -51.53°)",
" Bella Vista: (-34.57°, -58.69°)",
" Hamura: (35.76°, 139.32°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hamura: 16406.9 km from centroid",
" Bella Vista: 5066.6 km from centroid",
" Garibaldi: 4272.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hamura",
"FINAL ANSWER: Hamura"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -23.55242,
"lon": -46.65735,
"name": "Consolação"
},
{
"lat": -25.77889,
"lon": -49.32611,
"name": "Mandirituba"
},
{
"lat": -30.00018,
"lon": -51.07632,
"name": "Alvorada"
},
{
"lat": -9.00972,
"lon": -36.05833,
"name": "São José da Laje"
},
{
"lat": -33.92399,
"lon": 151.22749,
"name": "Kingsford"
}
],
"question": "Which location is the geographic outlier among: Consolação, Mandirituba, Alvorada, São José da Laje, Kingsford?",
"ground_truth": {
"answer": "Kingsford",
"outlier_distance_km": 13105.8,
"second_furthest_km": 4434.9,
"clarity_ratio": 2.96,
"median_distance_km": 4307.3,
"distances_to_centroid": {
"Consolação": 4078.2,
"Mandirituba": 4307.3,
"Alvorada": 4434.9,
"São José da Laje": 3583.5,
"Kingsford": 13105.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Consolação: (-23.55°, -46.66°)",
" Mandirituba: (-25.78°, -49.33°)",
" Alvorada: (-30.00°, -51.08°)",
" São José da Laje: (-9.01°, -36.06°)",
" Kingsford: (-33.92°, 151.23°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kingsford: 13105.8 km from centroid",
" Alvorada: 4434.9 km from centroid",
" Mandirituba: 4307.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kingsford",
"FINAL ANSWER: Kingsford"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.83634,
"lon": 144.65952,
"name": "Tarneit"
},
{
"lat": -38.11531,
"lon": 145.29814,
"name": "Cranbourne East"
},
{
"lat": -34.92866,
"lon": 138.59863,
"name": "Adelaide"
},
{
"lat": -33.71816,
"lon": 151.11561,
"name": "Wahroonga"
},
{
"lat": -22.29194,
"lon": -51.90639,
"name": "Mirante do Paranapanema"
}
],
"question": "Which location is the geographic outlier among: Tarneit, Cranbourne East, Adelaide, Wahroonga, Mirante do Paranapanema?",
"ground_truth": {
"answer": "Mirante do Paranapanema",
"outlier_distance_km": 13379.8,
"second_furthest_km": 4187.1,
"clarity_ratio": 3.2,
"median_distance_km": 3597.7,
"distances_to_centroid": {
"Tarneit": 3544.0,
"Cranbourne East": 3597.7,
"Adelaide": 3031.9,
"Wahroonga": 4187.1,
"Mirante do Paranapanema": 13379.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Tarneit: (-37.84°, 144.66°)",
" Cranbourne East: (-38.12°, 145.30°)",
" Adelaide: (-34.93°, 138.60°)",
" Wahroonga: (-33.72°, 151.12°)",
" Mirante do Paranapanema: (-22.29°, -51.91°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mirante do Paranapanema: 13379.8 km from centroid",
" Wahroonga: 4187.1 km from centroid",
" Cranbourne East: 3597.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mirante do Paranapanema",
"FINAL ANSWER: Mirante do Paranapanema"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -29.20932,
"lon": 26.83898,
"name": "Thaba Nchu"
},
{
"lat": -0.90711,
"lon": 34.52895,
"name": "Awendo"
},
{
"lat": -23.90449,
"lon": 29.46885,
"name": "Polokwane"
},
{
"lat": 5.55221,
"lon": -0.33912,
"name": "Mandela"
},
{
"lat": 24.57578,
"lon": 77.73123,
"name": "Ashoknagar"
}
],
"question": "Which location is the geographic outlier among: Thaba Nchu, Awendo, Polokwane, Mandela, Ashoknagar?",
"ground_truth": {
"answer": "Ashoknagar",
"outlier_distance_km": 5776.8,
"second_furthest_km": 3944.7,
"clarity_ratio": 1.46,
"median_distance_km": 2809.5,
"distances_to_centroid": {
"Thaba Nchu": 2809.5,
"Awendo": 441.5,
"Polokwane": 2173.3,
"Mandela": 3944.7,
"Ashoknagar": 5776.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Thaba Nchu: (-29.21°, 26.84°)",
" Awendo: (-0.91°, 34.53°)",
" Polokwane: (-23.90°, 29.47°)",
" Mandela: (5.55°, -0.34°)",
" Ashoknagar: (24.58°, 77.73°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ashoknagar: 5776.8 km from centroid",
" Mandela: 3944.7 km from centroid",
" Thaba Nchu: 2809.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ashoknagar",
"FINAL ANSWER: Ashoknagar"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.81568,
"lon": 2.38487,
"name": "Ivry-sur-Seine"
},
{
"lat": 41.21667,
"lon": 1.53333,
"name": "El Vendrell"
},
{
"lat": 51.80924,
"lon": 8.42841,
"name": "Rietberg"
},
{
"lat": 42.35055,
"lon": 13.39954,
"name": "L'Aquila"
},
{
"lat": 34.09001,
"lon": -117.89034,
"name": "Covina"
}
],
"question": "Which location is the geographic outlier among: Ivry-sur-Seine, El Vendrell, Rietberg, L'Aquila, Covina?",
"ground_truth": {
"answer": "Covina",
"outlier_distance_km": 8143.4,
"second_furthest_km": 2576.4,
"clarity_ratio": 3.16,
"median_distance_km": 2187.3,
"distances_to_centroid": {
"Ivry-sur-Seine": 1694.0,
"El Vendrell": 1656.3,
"Rietberg": 2187.3,
"L'Aquila": 2576.4,
"Covina": 8143.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ivry-sur-Seine: (48.82°, 2.38°)",
" El Vendrell: (41.22°, 1.53°)",
" Rietberg: (51.81°, 8.43°)",
" L'Aquila: (42.35°, 13.40°)",
" Covina: (34.09°, -117.89°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Covina: 8143.4 km from centroid",
" L'Aquila: 2576.4 km from centroid",
" Rietberg: 2187.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Covina",
"FINAL ANSWER: Covina"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 12.6,
"lon": 37.46667,
"name": "Gonder"
},
{
"lat": -0.4841,
"lon": 37.12662,
"name": "Karatina"
},
{
"lat": 9.03333,
"lon": 38.4,
"name": "Ādīs ‘Alem"
},
{
"lat": 12.74482,
"lon": 4.52514,
"name": "Argungu"
},
{
"lat": 7.97917,
"lon": -75.4202,
"name": "Montelíbano"
}
],
"question": "Which location is the geographic outlier among: Gonder, Karatina, Ādīs ‘Alem, Argungu, Montelíbano?",
"ground_truth": {
"answer": "Montelíbano",
"outlier_distance_km": 9206.8,
"second_furthest_km": 3330.1,
"clarity_ratio": 2.76,
"median_distance_km": 3295.2,
"distances_to_centroid": {
"Gonder": 3208.6,
"Karatina": 3330.1,
"Ādīs ‘Alem": 3295.2,
"Argungu": 646.0,
"Montelíbano": 9206.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Gonder: (12.60°, 37.47°)",
" Karatina: (-0.48°, 37.13°)",
" Ādīs ‘Alem: (9.03°, 38.40°)",
" Argungu: (12.74°, 4.53°)",
" Montelíbano: (7.98°, -75.42°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Montelíbano: 9206.8 km from centroid",
" Karatina: 3330.1 km from centroid",
" Ādīs ‘Alem: 3295.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Montelíbano",
"FINAL ANSWER: Montelíbano"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.08465,
"lon": 152.9511,
"name": "Caboolture"
},
{
"lat": -31.95224,
"lon": 115.8614,
"name": "Perth"
},
{
"lat": -32.27682,
"lon": 115.72978,
"name": "Rockingham"
},
{
"lat": -38.68333,
"lon": 176.08333,
"name": "Taupo"
},
{
"lat": 16.62473,
"lon": -93.09894,
"name": "Suchiapa"
}
],
"question": "Which location is the geographic outlier among: Caboolture, Perth, Rockingham, Taupo, Suchiapa?",
"ground_truth": {
"answer": "Suchiapa",
"outlier_distance_km": 19050.6,
"second_furthest_km": 7838.0,
"clarity_ratio": 2.43,
"median_distance_km": 5962.2,
"distances_to_centroid": {
"Caboolture": 5962.2,
"Perth": 2431.1,
"Rockingham": 2431.8,
"Taupo": 7838.0,
"Suchiapa": 19050.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Caboolture: (-27.08°, 152.95°)",
" Perth: (-31.95°, 115.86°)",
" Rockingham: (-32.28°, 115.73°)",
" Taupo: (-38.68°, 176.08°)",
" Suchiapa: (16.62°, -93.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Suchiapa: 19050.6 km from centroid",
" Taupo: 7838.0 km from centroid",
" Caboolture: 5962.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Suchiapa",
"FINAL ANSWER: Suchiapa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.69303,
"lon": -83.41181,
"name": "Waterford"
},
{
"lat": 19.95232,
"lon": -102.30781,
"name": "Jacona de Plancarte"
},
{
"lat": 39.08289,
"lon": -77.26498,
"name": "North Potomac"
},
{
"lat": 21.17429,
"lon": -86.84656,
"name": "Cancún"
},
{
"lat": -39.06667,
"lon": 174.08333,
"name": "New Plymouth"
}
],
"question": "Which location is the geographic outlier among: Waterford, Jacona de Plancarte, North Potomac, Cancún, New Plymouth?",
"ground_truth": {
"answer": "New Plymouth",
"outlier_distance_km": 16251.5,
"second_furthest_km": 7049.4,
"clarity_ratio": 2.31,
"median_distance_km": 5435.5,
"distances_to_centroid": {
"Waterford": 5380.2,
"Jacona de Plancarte": 7049.4,
"North Potomac": 4764.1,
"Cancún": 5435.5,
"New Plymouth": 16251.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Waterford: (42.69°, -83.41°)",
" Jacona de Plancarte: (19.95°, -102.31°)",
" North Potomac: (39.08°, -77.26°)",
" Cancún: (21.17°, -86.85°)",
" New Plymouth: (-39.07°, 174.08°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" New Plymouth: 16251.5 km from centroid",
" Jacona de Plancarte: 7049.4 km from centroid",
" Cancún: 5435.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: New Plymouth",
"FINAL ANSWER: New Plymouth"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -22.25222,
"lon": -45.70333,
"name": "Santa Rita do Sapucaí"
},
{
"lat": 7.06528,
"lon": -73.85472,
"name": "Barrancabermeja"
},
{
"lat": -31.395,
"lon": -52.67556,
"name": "Canguçu"
},
{
"lat": -8.51417,
"lon": -39.31,
"name": "Cabrobó"
},
{
"lat": 9.46374,
"lon": 12.03062,
"name": "Numan"
}
],
"question": "Which location is the geographic outlier among: Santa Rita do Sapucaí, Barrancabermeja, Canguçu, Cabrobó, Numan?",
"ground_truth": {
"answer": "Numan",
"outlier_distance_km": 6109.2,
"second_furthest_km": 4170.6,
"clarity_ratio": 1.46,
"median_distance_km": 2806.1,
"distances_to_centroid": {
"Santa Rita do Sapucaí": 1585.5,
"Barrancabermeja": 4170.6,
"Canguçu": 2806.1,
"Cabrobó": 94.2,
"Numan": 6109.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Santa Rita do Sapucaí: (-22.25°, -45.70°)",
" Barrancabermeja: (7.07°, -73.85°)",
" Canguçu: (-31.39°, -52.68°)",
" Cabrobó: (-8.51°, -39.31°)",
" Numan: (9.46°, 12.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Numan: 6109.2 km from centroid",
" Barrancabermeja: 4170.6 km from centroid",
" Canguçu: 2806.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Numan",
"FINAL ANSWER: Numan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.6,
"lon": 145.15,
"name": "Doreen"
},
{
"lat": -31.84062,
"lon": 115.89549,
"name": "Ballajura"
},
{
"lat": -33.73333,
"lon": 151.0,
"name": "Castle Hill"
},
{
"lat": -27.56056,
"lon": 151.95386,
"name": "Toowoomba"
},
{
"lat": 28.18779,
"lon": -82.73955,
"name": "Holiday"
}
],
"question": "Which location is the geographic outlier among: Doreen, Ballajura, Castle Hill, Toowoomba, Holiday?",
"ground_truth": {
"answer": "Holiday",
"outlier_distance_km": 19155.2,
"second_furthest_km": 5665.4,
"clarity_ratio": 3.38,
"median_distance_km": 5548.5,
"distances_to_centroid": {
"Doreen": 5053.1,
"Ballajura": 2324.0,
"Castle Hill": 5548.5,
"Toowoomba": 5665.4,
"Holiday": 19155.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Doreen: (-37.60°, 145.15°)",
" Ballajura: (-31.84°, 115.90°)",
" Castle Hill: (-33.73°, 151.00°)",
" Toowoomba: (-27.56°, 151.95°)",
" Holiday: (28.19°, -82.74°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Holiday: 19155.2 km from centroid",
" Toowoomba: 5665.4 km from centroid",
" Castle Hill: 5548.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Holiday",
"FINAL ANSWER: Holiday"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -8.39889,
"lon": -35.06389,
"name": "Ipojuca"
},
{
"lat": -6.05675,
"lon": -77.16651,
"name": "Rioja"
},
{
"lat": -9.89667,
"lon": -39.02639,
"name": "Canudos"
},
{
"lat": -34.61082,
"lon": -58.481,
"name": "Villa Santa Rita"
},
{
"lat": -33.9049,
"lon": 151.01996,
"name": "Yagoona"
}
],
"question": "Which location is the geographic outlier among: Ipojuca, Rioja, Canudos, Villa Santa Rita, Yagoona?",
"ground_truth": {
"answer": "Yagoona",
"outlier_distance_km": 13900.5,
"second_furthest_km": 7206.3,
"clarity_ratio": 1.93,
"median_distance_km": 4926.8,
"distances_to_centroid": {
"Ipojuca": 2759.3,
"Rioja": 7206.3,
"Canudos": 3090.0,
"Villa Santa Rita": 4926.8,
"Yagoona": 13900.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ipojuca: (-8.40°, -35.06°)",
" Rioja: (-6.06°, -77.17°)",
" Canudos: (-9.90°, -39.03°)",
" Villa Santa Rita: (-34.61°, -58.48°)",
" Yagoona: (-33.90°, 151.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Yagoona: 13900.5 km from centroid",
" Rioja: 7206.3 km from centroid",
" Villa Santa Rita: 4926.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Yagoona",
"FINAL ANSWER: Yagoona"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.3727,
"lon": -99.1564,
"name": "Benito Juárez"
},
{
"lat": 32.93457,
"lon": -97.25168,
"name": "Keller"
},
{
"lat": 33.44734,
"lon": -84.14686,
"name": "McDonough"
},
{
"lat": 37.22764,
"lon": -80.01282,
"name": "Cave Spring"
},
{
"lat": 32.80589,
"lon": 130.69181,
"name": "Kumamoto"
}
],
"question": "Which location is the geographic outlier among: Benito Juárez, Keller, McDonough, Cave Spring, Kumamoto?",
"ground_truth": {
"answer": "Kumamoto",
"outlier_distance_km": 12894.0,
"second_furthest_km": 5453.9,
"clarity_ratio": 2.36,
"median_distance_km": 4788.5,
"distances_to_centroid": {
"Benito Juárez": 5453.9,
"Keller": 4788.5,
"McDonough": 3576.6,
"Cave Spring": 3184.6,
"Kumamoto": 12894.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Benito Juárez: (19.37°, -99.16°)",
" Keller: (32.93°, -97.25°)",
" McDonough: (33.45°, -84.15°)",
" Cave Spring: (37.23°, -80.01°)",
" Kumamoto: (32.81°, 130.69°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kumamoto: 12894.0 km from centroid",
" Benito Juárez: 5453.9 km from centroid",
" Keller: 4788.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kumamoto",
"FINAL ANSWER: Kumamoto"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.73333,
"lon": 144.93333,
"name": "Pascoe Vale"
},
{
"lat": -37.65,
"lon": 145.03333,
"name": "Epping"
},
{
"lat": -37.83961,
"lon": 144.94228,
"name": "Port Melbourne"
},
{
"lat": -37.74124,
"lon": 144.73631,
"name": "Caroline Springs"
},
{
"lat": 41.69982,
"lon": -72.15702,
"name": "Windham"
}
],
"question": "Which location is the geographic outlier among: Pascoe Vale, Epping, Port Melbourne, Caroline Springs, Windham?",
"ground_truth": {
"answer": "Windham",
"outlier_distance_km": 17729.9,
"second_furthest_km": 4506.4,
"clarity_ratio": 3.93,
"median_distance_km": 4502.3,
"distances_to_centroid": {
"Pascoe Vale": 4499.4,
"Epping": 4506.4,
"Port Melbourne": 4502.3,
"Caroline Springs": 4482.5,
"Windham": 17729.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pascoe Vale: (-37.73°, 144.93°)",
" Epping: (-37.65°, 145.03°)",
" Port Melbourne: (-37.84°, 144.94°)",
" Caroline Springs: (-37.74°, 144.74°)",
" Windham: (41.70°, -72.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Windham: 17729.9 km from centroid",
" Epping: 4506.4 km from centroid",
" Port Melbourne: 4502.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Windham",
"FINAL ANSWER: Windham"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.342,
"lon": 31.58,
"name": "Ncotshane"
},
{
"lat": 31.03408,
"lon": 30.46823,
"name": "Damanhur"
},
{
"lat": -25.91849,
"lon": 28.19881,
"name": "Midstream"
},
{
"lat": 8.45,
"lon": 39.28333,
"name": "Wenjī"
},
{
"lat": 10.88606,
"lon": -72.8487,
"name": "Fonseca"
}
],
"question": "Which location is the geographic outlier among: Ncotshane, Damanhur, Midstream, Wenjī, Fonseca?",
"ground_truth": {
"answer": "Fonseca",
"outlier_distance_km": 9384.9,
"second_furthest_km": 4054.0,
"clarity_ratio": 2.31,
"median_distance_km": 3677.2,
"distances_to_centroid": {
"Ncotshane": 3677.2,
"Damanhur": 4054.0,
"Midstream": 3347.5,
"Wenjī": 3255.5,
"Fonseca": 9384.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ncotshane: (-27.34°, 31.58°)",
" Damanhur: (31.03°, 30.47°)",
" Midstream: (-25.92°, 28.20°)",
" Wenjī: (8.45°, 39.28°)",
" Fonseca: (10.89°, -72.85°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Fonseca: 9384.9 km from centroid",
" Damanhur: 4054.0 km from centroid",
" Ncotshane: 3677.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Fonseca",
"FINAL ANSWER: Fonseca"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -7.22436,
"lon": -79.42476,
"name": "Chepén"
},
{
"lat": -38.95078,
"lon": -68.0592,
"name": "Neuquén"
},
{
"lat": -8.28773,
"lon": -35.02925,
"name": "Cabo de Santo Agostinho"
},
{
"lat": -18.08639,
"lon": -39.55083,
"name": "Mucuri"
},
{
"lat": -41.28374,
"lon": 174.74141,
"name": "Karori"
}
],
"question": "Which location is the geographic outlier among: Chepén, Neuquén, Cabo de Santo Agostinho, Mucuri, Karori?",
"ground_truth": {
"answer": "Karori",
"outlier_distance_km": 12879.8,
"second_furthest_km": 7646.8,
"clarity_ratio": 1.68,
"median_distance_km": 5771.7,
"distances_to_centroid": {
"Chepén": 7646.8,
"Neuquén": 5771.7,
"Cabo de Santo Agostinho": 3167.8,
"Mucuri": 3172.3,
"Karori": 12879.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Chepén: (-7.22°, -79.42°)",
" Neuquén: (-38.95°, -68.06°)",
" Cabo de Santo Agostinho: (-8.29°, -35.03°)",
" Mucuri: (-18.09°, -39.55°)",
" Karori: (-41.28°, 174.74°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Karori: 12879.8 km from centroid",
" Chepén: 7646.8 km from centroid",
" Neuquén: 5771.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Karori",
"FINAL ANSWER: Karori"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.76884,
"lon": -119.24705,
"name": "Delano"
},
{
"lat": 39.4667,
"lon": -87.41391,
"name": "Terre Haute"
},
{
"lat": 33.96358,
"lon": -117.56418,
"name": "Eastvale"
},
{
"lat": 44.47588,
"lon": -73.21207,
"name": "Burlington"
},
{
"lat": 0.46005,
"lon": 34.11169,
"name": "Busia"
}
],
"question": "Which location is the geographic outlier among: Delano, Terre Haute, Eastvale, Burlington, Busia?",
"ground_truth": {
"answer": "Busia",
"outlier_distance_km": 11576.2,
"second_furthest_km": 4323.7,
"clarity_ratio": 2.68,
"median_distance_km": 4196.6,
"distances_to_centroid": {
"Delano": 4323.7,
"Terre Haute": 1646.0,
"Eastvale": 4196.6,
"Burlington": 1518.4,
"Busia": 11576.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Delano: (35.77°, -119.25°)",
" Terre Haute: (39.47°, -87.41°)",
" Eastvale: (33.96°, -117.56°)",
" Burlington: (44.48°, -73.21°)",
" Busia: (0.46°, 34.11°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Busia: 11576.2 km from centroid",
" Delano: 4323.7 km from centroid",
" Eastvale: 4196.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Busia",
"FINAL ANSWER: Busia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 12.7875,
"lon": 39.54222,
"name": "Maych’ew"
},
{
"lat": 25.90107,
"lon": 32.72392,
"name": "Naqādah"
},
{
"lat": 11.73292,
"lon": 41.082,
"name": "Dubti"
},
{
"lat": 14.18722,
"lon": 39.56389,
"name": "Idaga Hamus"
},
{
"lat": 48.86667,
"lon": 2.71667,
"name": "Lagny-sur-Marne"
}
],
"question": "Which location is the geographic outlier among: Maych’ew, Naqādah, Dubti, Idaga Hamus, Lagny-sur-Marne?",
"ground_truth": {
"answer": "Lagny-sur-Marne",
"outlier_distance_km": 3833.2,
"second_furthest_km": 1612.3,
"clarity_ratio": 2.38,
"median_distance_km": 1416.2,
"distances_to_centroid": {
"Maych’ew": 1416.2,
"Naqādah": 391.5,
"Dubti": 1612.3,
"Idaga Hamus": 1298.1,
"Lagny-sur-Marne": 3833.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Maych’ew: (12.79°, 39.54°)",
" Naqādah: (25.90°, 32.72°)",
" Dubti: (11.73°, 41.08°)",
" Idaga Hamus: (14.19°, 39.56°)",
" Lagny-sur-Marne: (48.87°, 2.72°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lagny-sur-Marne: 3833.2 km from centroid",
" Dubti: 1612.3 km from centroid",
" Maych’ew: 1416.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lagny-sur-Marne",
"FINAL ANSWER: Lagny-sur-Marne"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.56002,
"lon": 9.71295,
"name": "Petersberg"
},
{
"lat": 53.5,
"lon": -1.45,
"name": "Hoyland Nether"
},
{
"lat": 53.44325,
"lon": -1.949,
"name": "Glossop"
},
{
"lat": 41.69993,
"lon": 2.84565,
"name": "Lloret de Mar"
},
{
"lat": 16.1026,
"lon": 80.78074,
"name": "Bhattiprolu"
}
],
"question": "Which location is the geographic outlier among: Petersberg, Hoyland Nether, Glossop, Lloret de Mar, Bhattiprolu?",
"ground_truth": {
"answer": "Bhattiprolu",
"outlier_distance_km": 6595.5,
"second_furthest_km": 1863.1,
"clarity_ratio": 3.54,
"median_distance_km": 1837.9,
"distances_to_centroid": {
"Petersberg": 1043.6,
"Hoyland Nether": 1837.9,
"Glossop": 1863.1,
"Lloret de Mar": 1251.2,
"Bhattiprolu": 6595.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Petersberg: (50.56°, 9.71°)",
" Hoyland Nether: (53.50°, -1.45°)",
" Glossop: (53.44°, -1.95°)",
" Lloret de Mar: (41.70°, 2.85°)",
" Bhattiprolu: (16.10°, 80.78°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bhattiprolu: 6595.5 km from centroid",
" Glossop: 1863.1 km from centroid",
" Hoyland Nether: 1837.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bhattiprolu",
"FINAL ANSWER: Bhattiprolu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.53635,
"lon": 1.34428,
"name": "Cugnaux"
},
{
"lat": 41.64662,
"lon": 2.74135,
"name": "Malgrat de Mar"
},
{
"lat": 48.9482,
"lon": 2.19169,
"name": "Sartrouville"
},
{
"lat": 48.16783,
"lon": 8.62719,
"name": "Rottweil"
},
{
"lat": 31.02795,
"lon": 30.71493,
"name": "Shubrākhīt"
}
],
"question": "Which location is the geographic outlier among: Cugnaux, Malgrat de Mar, Sartrouville, Rottweil, Shubrākhīt?",
"ground_truth": {
"answer": "Shubrākhīt",
"outlier_distance_km": 2305.6,
"second_furthest_km": 880.6,
"clarity_ratio": 2.62,
"median_distance_km": 638.8,
"distances_to_centroid": {
"Cugnaux": 638.8,
"Malgrat de Mar": 538.0,
"Sartrouville": 880.6,
"Rottweil": 613.1,
"Shubrākhīt": 2305.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cugnaux: (43.54°, 1.34°)",
" Malgrat de Mar: (41.65°, 2.74°)",
" Sartrouville: (48.95°, 2.19°)",
" Rottweil: (48.17°, 8.63°)",
" Shubrākhīt: (31.03°, 30.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Shubrākhīt: 2305.6 km from centroid",
" Sartrouville: 880.6 km from centroid",
" Cugnaux: 638.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Shubrākhīt",
"FINAL ANSWER: Shubrākhīt"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 42.86736,
"lon": 130.35689,
"name": "Hunchun"
},
{
"lat": 36.09047,
"lon": 140.21047,
"name": "Tsuchiura"
},
{
"lat": 15.88214,
"lon": 108.12092,
"name": "Đại Lộc"
},
{
"lat": 23.84306,
"lon": 73.71466,
"name": "Dūngarpur"
},
{
"lat": -41.27078,
"lon": 173.28404,
"name": "Nelson"
}
],
"question": "Which location is the geographic outlier among: Hunchun, Tsuchiura, Đại Lộc, Dūngarpur, Nelson?",
"ground_truth": {
"answer": "Nelson",
"outlier_distance_km": 8018.1,
"second_furthest_km": 5435.9,
"clarity_ratio": 1.48,
"median_distance_km": 3085.4,
"distances_to_centroid": {
"Hunchun": 3085.4,
"Tsuchiura": 2735.7,
"Đại Lộc": 1821.8,
"Dūngarpur": 5435.9,
"Nelson": 8018.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hunchun: (42.87°, 130.36°)",
" Tsuchiura: (36.09°, 140.21°)",
" Đại Lộc: (15.88°, 108.12°)",
" Dūngarpur: (23.84°, 73.71°)",
" Nelson: (-41.27°, 173.28°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nelson: 8018.1 km from centroid",
" Dūngarpur: 5435.9 km from centroid",
" Hunchun: 3085.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nelson",
"FINAL ANSWER: Nelson"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 52.08829,
"lon": 16.64866,
"name": "Kościan"
},
{
"lat": 42.54664,
"lon": -6.59619,
"name": "Ponferrada"
},
{
"lat": 45.38956,
"lon": 4.2886,
"name": "Firminy"
},
{
"lat": 53.45801,
"lon": -2.20104,
"name": "Longsight"
},
{
"lat": 29.23552,
"lon": 77.01273,
"name": "Samālkha"
}
],
"question": "Which location is the geographic outlier among: Kościan, Ponferrada, Firminy, Longsight, Samālkha?",
"ground_truth": {
"answer": "Samālkha",
"outlier_distance_km": 5404.9,
"second_furthest_km": 1973.8,
"clarity_ratio": 2.74,
"median_distance_km": 1756.2,
"distances_to_centroid": {
"Kościan": 843.4,
"Ponferrada": 1973.8,
"Firminy": 1068.2,
"Longsight": 1756.2,
"Samālkha": 5404.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kościan: (52.09°, 16.65°)",
" Ponferrada: (42.55°, -6.60°)",
" Firminy: (45.39°, 4.29°)",
" Longsight: (53.46°, -2.20°)",
" Samālkha: (29.24°, 77.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Samālkha: 5404.9 km from centroid",
" Ponferrada: 1973.8 km from centroid",
" Longsight: 1756.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Samālkha",
"FINAL ANSWER: Samālkha"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -12.77944,
"lon": -39.17,
"name": "Conceição do Almeida"
},
{
"lat": -12.31667,
"lon": -38.76667,
"name": "Conceição do Jacuípe"
},
{
"lat": -11.80361,
"lon": -61.80333,
"name": "Rolim de Moura"
},
{
"lat": -7.09829,
"lon": -49.9435,
"name": "Xinguara"
},
{
"lat": 21.55,
"lon": 107.96667,
"name": "Dongxing"
}
],
"question": "Which location is the geographic outlier among: Conceição do Almeida, Conceição do Jacuípe, Rolim de Moura, Xinguara, Dongxing?",
"ground_truth": {
"answer": "Dongxing",
"outlier_distance_km": 13728.6,
"second_furthest_km": 5063.2,
"clarity_ratio": 2.71,
"median_distance_km": 3727.5,
"distances_to_centroid": {
"Conceição do Almeida": 2670.8,
"Conceição do Jacuípe": 2613.4,
"Rolim de Moura": 5063.2,
"Xinguara": 3727.5,
"Dongxing": 13728.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Conceição do Almeida: (-12.78°, -39.17°)",
" Conceição do Jacuípe: (-12.32°, -38.77°)",
" Rolim de Moura: (-11.80°, -61.80°)",
" Xinguara: (-7.10°, -49.94°)",
" Dongxing: (21.55°, 107.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Dongxing: 13728.6 km from centroid",
" Rolim de Moura: 5063.2 km from centroid",
" Xinguara: 3727.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Dongxing",
"FINAL ANSWER: Dongxing"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.09917,
"lon": -98.25417,
"name": "Sanctorum"
},
{
"lat": 41.71087,
"lon": -87.75811,
"name": "Oak Lawn"
},
{
"lat": 26.25175,
"lon": -80.17894,
"name": "Coconut Creek"
},
{
"lat": 35.91402,
"lon": -81.53898,
"name": "Lenoir"
},
{
"lat": 52.50575,
"lon": 13.50812,
"name": "Friedrichsfelde"
}
],
"question": "Which location is the geographic outlier among: Sanctorum, Oak Lawn, Coconut Creek, Lenoir, Friedrichsfelde?",
"ground_truth": {
"answer": "Friedrichsfelde",
"outlier_distance_km": 6376.0,
"second_furthest_km": 3559.1,
"clarity_ratio": 1.79,
"median_distance_km": 1958.8,
"distances_to_centroid": {
"Sanctorum": 3559.1,
"Oak Lawn": 1958.8,
"Coconut Creek": 1607.8,
"Lenoir": 1332.0,
"Friedrichsfelde": 6376.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sanctorum: (19.10°, -98.25°)",
" Oak Lawn: (41.71°, -87.76°)",
" Coconut Creek: (26.25°, -80.18°)",
" Lenoir: (35.91°, -81.54°)",
" Friedrichsfelde: (52.51°, 13.51°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Friedrichsfelde: 6376.0 km from centroid",
" Sanctorum: 3559.1 km from centroid",
" Oak Lawn: 1958.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Friedrichsfelde",
"FINAL ANSWER: Friedrichsfelde"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -2.68333,
"lon": -54.64278,
"name": "Mojuí dos Campos"
},
{
"lat": -11.52472,
"lon": -61.01278,
"name": "Espigão dOeste"
},
{
"lat": -20.25333,
"lon": -43.80139,
"name": "Itabirito"
},
{
"lat": -23.87444,
"lon": -53.90167,
"name": "Altônia"
},
{
"lat": -26.31401,
"lon": 26.82223,
"name": "Ventersdorp"
}
],
"question": "Which location is the geographic outlier among: Mojuí dos Campos, Espigão dOeste, Itabirito, Altônia, Ventersdorp?",
"ground_truth": {
"answer": "Ventersdorp",
"outlier_distance_km": 6647.7,
"second_furthest_km": 2622.6,
"clarity_ratio": 2.53,
"median_distance_km": 2469.1,
"distances_to_centroid": {
"Mojuí dos Campos": 2469.1,
"Espigão dOeste": 2622.6,
"Itabirito": 777.7,
"Altônia": 1892.0,
"Ventersdorp": 6647.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Mojuí dos Campos: (-2.68°, -54.64°)",
" Espigão dOeste: (-11.52°, -61.01°)",
" Itabirito: (-20.25°, -43.80°)",
" Altônia: (-23.87°, -53.90°)",
" Ventersdorp: (-26.31°, 26.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ventersdorp: 6647.7 km from centroid",
" Espigão dOeste: 2622.6 km from centroid",
" Mojuí dos Campos: 2469.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ventersdorp",
"FINAL ANSWER: Ventersdorp"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.87811,
"lon": 145.16476,
"name": "Glen Waverley"
},
{
"lat": -26.66008,
"lon": 153.09953,
"name": "Maroochydore"
},
{
"lat": -41.28374,
"lon": 174.74141,
"name": "Karori"
},
{
"lat": -37.75,
"lon": 145.01667,
"name": "Preston"
},
{
"lat": -33.51889,
"lon": -53.36806,
"name": "Santa Vitória do Palmar"
}
],
"question": "Which location is the geographic outlier among: Glen Waverley, Maroochydore, Karori, Preston, Santa Vitória do Palmar?",
"ground_truth": {
"answer": "Santa Vitória do Palmar",
"outlier_distance_km": 12218.2,
"second_furthest_km": 5315.6,
"clarity_ratio": 2.3,
"median_distance_km": 3920.4,
"distances_to_centroid": {
"Glen Waverley": 2874.4,
"Maroochydore": 3920.4,
"Karori": 5315.6,
"Preston": 2862.6,
"Santa Vitória do Palmar": 12218.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Glen Waverley: (-37.88°, 145.16°)",
" Maroochydore: (-26.66°, 153.10°)",
" Karori: (-41.28°, 174.74°)",
" Preston: (-37.75°, 145.02°)",
" Santa Vitória do Palmar: (-33.52°, -53.37°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Santa Vitória do Palmar: 12218.2 km from centroid",
" Karori: 5315.6 km from centroid",
" Maroochydore: 3920.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Santa Vitória do Palmar",
"FINAL ANSWER: Santa Vitória do Palmar"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -28.07071,
"lon": 153.39329,
"name": "Robina"
},
{
"lat": -33.79176,
"lon": 151.08057,
"name": "Eastwood"
},
{
"lat": -35.13333,
"lon": 138.51667,
"name": "Morphett Vale"
},
{
"lat": -32.27682,
"lon": 115.72978,
"name": "Rockingham"
},
{
"lat": 50.39138,
"lon": 116.53355,
"name": "Borzya"
}
],
"question": "Which location is the geographic outlier among: Robina, Eastwood, Morphett Vale, Rockingham, Borzya?",
"ground_truth": {
"answer": "Borzya",
"outlier_distance_km": 7577.1,
"second_furthest_km": 2677.3,
"clarity_ratio": 2.83,
"median_distance_km": 2567.7,
"distances_to_centroid": {
"Robina": 2329.0,
"Eastwood": 2567.7,
"Morphett Vale": 2179.9,
"Rockingham": 2677.3,
"Borzya": 7577.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Robina: (-28.07°, 153.39°)",
" Eastwood: (-33.79°, 151.08°)",
" Morphett Vale: (-35.13°, 138.52°)",
" Rockingham: (-32.28°, 115.73°)",
" Borzya: (50.39°, 116.53°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Borzya: 7577.1 km from centroid",
" Rockingham: 2677.3 km from centroid",
" Eastwood: 2567.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Borzya",
"FINAL ANSWER: Borzya"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 8.13333,
"lon": 39.23333,
"name": "Īteya"
},
{
"lat": -25.43321,
"lon": 31.95478,
"name": "Komatipoort"
},
{
"lat": 10.55,
"lon": 37.48333,
"name": "Dembech’a"
},
{
"lat": -1.4275,
"lon": 36.6865,
"name": "Kiserian"
},
{
"lat": -3.12873,
"lon": -58.15501,
"name": "Urucurituba"
}
],
"question": "Which location is the geographic outlier among: Īteya, Komatipoort, Dembech’a, Kiserian, Urucurituba?",
"ground_truth": {
"answer": "Urucurituba",
"outlier_distance_km": 8395.4,
"second_furthest_km": 3009.0,
"clarity_ratio": 2.79,
"median_distance_km": 2678.8,
"distances_to_centroid": {
"Īteya": 2678.8,
"Komatipoort": 3009.0,
"Dembech’a": 2636.1,
"Kiserian": 2140.9,
"Urucurituba": 8395.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Īteya: (8.13°, 39.23°)",
" Komatipoort: (-25.43°, 31.95°)",
" Dembech’a: (10.55°, 37.48°)",
" Kiserian: (-1.43°, 36.69°)",
" Urucurituba: (-3.13°, -58.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Urucurituba: 8395.4 km from centroid",
" Komatipoort: 3009.0 km from centroid",
" Īteya: 2678.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Urucurituba",
"FINAL ANSWER: Urucurituba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.14621,
"lon": 140.31507,
"name": "Katsuura"
},
{
"lat": 13.68333,
"lon": 79.35,
"name": "Tirumala"
},
{
"lat": 16.78854,
"lon": 80.84593,
"name": "Nūzvīd"
},
{
"lat": 38.15389,
"lon": 140.27361,
"name": "Kaminoyama"
},
{
"lat": -25.43998,
"lon": -54.40161,
"name": "Santa Terezinha de Itaipu"
}
],
"question": "Which location is the geographic outlier among: Katsuura, Tirumala, Nūzvīd, Kaminoyama, Santa Terezinha de Itaipu?",
"ground_truth": {
"answer": "Santa Terezinha de Itaipu",
"outlier_distance_km": 14895.7,
"second_furthest_km": 6593.5,
"clarity_ratio": 2.26,
"median_distance_km": 6580.0,
"distances_to_centroid": {
"Katsuura": 6580.0,
"Tirumala": 313.6,
"Nūzvīd": 401.0,
"Kaminoyama": 6593.5,
"Santa Terezinha de Itaipu": 14895.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Katsuura: (35.15°, 140.32°)",
" Tirumala: (13.68°, 79.35°)",
" Nūzvīd: (16.79°, 80.85°)",
" Kaminoyama: (38.15°, 140.27°)",
" Santa Terezinha de Itaipu: (-25.44°, -54.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Santa Terezinha de Itaipu: 14895.7 km from centroid",
" Kaminoyama: 6593.5 km from centroid",
" Katsuura: 6580.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Santa Terezinha de Itaipu",
"FINAL ANSWER: Santa Terezinha de Itaipu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.39841,
"lon": 9.99155,
"name": "Ulm"
},
{
"lat": 52.774,
"lon": -1.55744,
"name": "Swadlincote"
},
{
"lat": 44.1391,
"lon": 12.24315,
"name": "Cesena"
},
{
"lat": 52.85435,
"lon": 11.1525,
"name": "Salzwedel"
},
{
"lat": -25.509,
"lon": 28.064,
"name": "Mabopane"
}
],
"question": "Which location is the geographic outlier among: Ulm, Swadlincote, Cesena, Salzwedel, Mabopane?",
"ground_truth": {
"answer": "Mabopane",
"outlier_distance_km": 6888.2,
"second_furthest_km": 2293.6,
"clarity_ratio": 3.0,
"median_distance_km": 2038.5,
"distances_to_centroid": {
"Ulm": 1550.7,
"Swadlincote": 2293.6,
"Cesena": 1068.6,
"Salzwedel": 2038.5,
"Mabopane": 6888.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ulm: (48.40°, 9.99°)",
" Swadlincote: (52.77°, -1.56°)",
" Cesena: (44.14°, 12.24°)",
" Salzwedel: (52.85°, 11.15°)",
" Mabopane: (-25.51°, 28.06°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mabopane: 6888.2 km from centroid",
" Swadlincote: 2293.6 km from centroid",
" Salzwedel: 2038.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mabopane",
"FINAL ANSWER: Mabopane"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -19.61917,
"lon": -43.22694,
"name": "Itabira"
},
{
"lat": -22.50917,
"lon": -48.55778,
"name": "Igaraçu do Tietê"
},
{
"lat": -31.6515,
"lon": -68.28216,
"name": "Caucete"
},
{
"lat": 4.9218,
"lon": -75.06232,
"name": "Líbano"
},
{
"lat": -2.0561,
"lon": 101.3913,
"name": "Sungai Penuh"
}
],
"question": "Which location is the geographic outlier among: Itabira, Igaraçu do Tietê, Caucete, Líbano, Sungai Penuh?",
"ground_truth": {
"answer": "Sungai Penuh",
"outlier_distance_km": 14024.6,
"second_furthest_km": 5735.9,
"clarity_ratio": 2.45,
"median_distance_km": 4639.5,
"distances_to_centroid": {
"Itabira": 1853.3,
"Igaraçu do Tietê": 2477.3,
"Caucete": 4639.5,
"Líbano": 5735.9,
"Sungai Penuh": 14024.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Itabira: (-19.62°, -43.23°)",
" Igaraçu do Tietê: (-22.51°, -48.56°)",
" Caucete: (-31.65°, -68.28°)",
" Líbano: (4.92°, -75.06°)",
" Sungai Penuh: (-2.06°, 101.39°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sungai Penuh: 14024.6 km from centroid",
" Líbano: 5735.9 km from centroid",
" Caucete: 4639.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sungai Penuh",
"FINAL ANSWER: Sungai Penuh"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 18.60157,
"lon": -98.46152,
"name": "Izúcar de Matamoros"
},
{
"lat": 47.03426,
"lon": -122.82319,
"name": "Lacey"
},
{
"lat": 23.1749,
"lon": -102.86785,
"name": "Fresnillo"
},
{
"lat": 49.23839,
"lon": -122.86676,
"name": "Maillardville"
},
{
"lat": -13.53806,
"lon": -39.09861,
"name": "Taperoá"
}
],
"question": "Which location is the geographic outlier among: Izúcar de Matamoros, Lacey, Fresnillo, Maillardville, Taperoá?",
"ground_truth": {
"answer": "Taperoá",
"outlier_distance_km": 7612.8,
"second_furthest_km": 3500.5,
"clarity_ratio": 2.17,
"median_distance_km": 3340.8,
"distances_to_centroid": {
"Izúcar de Matamoros": 712.2,
"Lacey": 3340.8,
"Fresnillo": 604.4,
"Maillardville": 3500.5,
"Taperoá": 7612.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Izúcar de Matamoros: (18.60°, -98.46°)",
" Lacey: (47.03°, -122.82°)",
" Fresnillo: (23.17°, -102.87°)",
" Maillardville: (49.24°, -122.87°)",
" Taperoá: (-13.54°, -39.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Taperoá: 7612.8 km from centroid",
" Maillardville: 3500.5 km from centroid",
" Lacey: 3340.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Taperoá",
"FINAL ANSWER: Taperoá"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.34564,
"lon": -98.86034,
"name": "San Francisco Acuautla"
},
{
"lat": 41.88142,
"lon": -87.88312,
"name": "Bellwood"
},
{
"lat": 41.60232,
"lon": -72.98677,
"name": "Wolcott"
},
{
"lat": 33.976,
"lon": -118.06909,
"name": "West Whittier-Los Nietos"
},
{
"lat": -26.81358,
"lon": 27.81695,
"name": "Sasolburg"
}
],
"question": "Which location is the geographic outlier among: San Francisco Acuautla, Bellwood, Wolcott, West Whittier-Los Nietos, Sasolburg?",
"ground_truth": {
"answer": "Sasolburg",
"outlier_distance_km": 11825.3,
"second_furthest_km": 4858.0,
"clarity_ratio": 2.43,
"median_distance_km": 3012.9,
"distances_to_centroid": {
"San Francisco Acuautla": 3012.9,
"Bellwood": 2769.1,
"Wolcott": 2197.7,
"West Whittier-Los Nietos": 4858.0,
"Sasolburg": 11825.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" San Francisco Acuautla: (19.35°, -98.86°)",
" Bellwood: (41.88°, -87.88°)",
" Wolcott: (41.60°, -72.99°)",
" West Whittier-Los Nietos: (33.98°, -118.07°)",
" Sasolburg: (-26.81°, 27.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sasolburg: 11825.3 km from centroid",
" West Whittier-Los Nietos: 4858.0 km from centroid",
" San Francisco Acuautla: 3012.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sasolburg",
"FINAL ANSWER: Sasolburg"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 33.73475,
"lon": 105.38817,
"name": "Xigaoshan"
},
{
"lat": 15.3275,
"lon": 120.9192,
"name": "Jaen"
},
{
"lat": 23.53878,
"lon": 86.6735,
"name": "Raghunathpur"
},
{
"lat": 28.19874,
"lon": 112.97087,
"name": "Changsha"
},
{
"lat": -16.02511,
"lon": -48.07121,
"name": "Gama"
}
],
"question": "Which location is the geographic outlier among: Xigaoshan, Jaen, Raghunathpur, Changsha, Gama?",
"ground_truth": {
"answer": "Gama",
"outlier_distance_km": 14027.3,
"second_furthest_km": 4836.0,
"clarity_ratio": 2.9,
"median_distance_km": 4019.0,
"distances_to_centroid": {
"Xigaoshan": 3508.6,
"Jaen": 4836.0,
"Raghunathpur": 1368.8,
"Changsha": 4019.0,
"Gama": 14027.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Xigaoshan: (33.73°, 105.39°)",
" Jaen: (15.33°, 120.92°)",
" Raghunathpur: (23.54°, 86.67°)",
" Changsha: (28.20°, 112.97°)",
" Gama: (-16.03°, -48.07°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gama: 14027.3 km from centroid",
" Jaen: 4836.0 km from centroid",
" Changsha: 4019.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gama",
"FINAL ANSWER: Gama"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 7.26667,
"lon": 9.98333,
"name": "Takum"
},
{
"lat": 9.03528,
"lon": 38.66083,
"name": "Burayu"
},
{
"lat": -3.63045,
"lon": 39.84992,
"name": "Kilifi"
},
{
"lat": 5.96667,
"lon": 41.03333,
"name": "Ara Ali"
},
{
"lat": 49.45421,
"lon": 11.07752,
"name": "Nürnberg"
}
],
"question": "Which location is the geographic outlier among: Takum, Burayu, Kilifi, Ara Ali, Nürnberg?",
"ground_truth": {
"answer": "Nürnberg",
"outlier_distance_km": 4277.5,
"second_furthest_km": 2313.8,
"clarity_ratio": 1.85,
"median_distance_km": 2104.1,
"distances_to_centroid": {
"Takum": 2104.1,
"Burayu": 1256.7,
"Kilifi": 2313.8,
"Ara Ali": 1649.9,
"Nürnberg": 4277.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Takum: (7.27°, 9.98°)",
" Burayu: (9.04°, 38.66°)",
" Kilifi: (-3.63°, 39.85°)",
" Ara Ali: (5.97°, 41.03°)",
" Nürnberg: (49.45°, 11.08°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nürnberg: 4277.5 km from centroid",
" Kilifi: 2313.8 km from centroid",
" Takum: 2104.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nürnberg",
"FINAL ANSWER: Nürnberg"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.99116,
"lon": 145.17385,
"name": "Keysborough"
},
{
"lat": -32.23013,
"lon": 115.78128,
"name": "Kwinana"
},
{
"lat": -38.13333,
"lon": 145.13333,
"name": "Frankston East"
},
{
"lat": -35.28346,
"lon": 149.12807,
"name": "Canberra"
},
{
"lat": 55.93924,
"lon": 92.37513,
"name": "Divnogorsk"
}
],
"question": "Which location is the geographic outlier among: Keysborough, Kwinana, Frankston East, Canberra, Divnogorsk?",
"ground_truth": {
"answer": "Divnogorsk",
"outlier_distance_km": 8880.2,
"second_furthest_km": 2765.1,
"clarity_ratio": 3.21,
"median_distance_km": 2747.9,
"distances_to_centroid": {
"Keysborough": 2737.6,
"Kwinana": 2137.6,
"Frankston East": 2747.9,
"Canberra": 2765.1,
"Divnogorsk": 8880.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Keysborough: (-37.99°, 145.17°)",
" Kwinana: (-32.23°, 115.78°)",
" Frankston East: (-38.13°, 145.13°)",
" Canberra: (-35.28°, 149.13°)",
" Divnogorsk: (55.94°, 92.38°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Divnogorsk: 8880.2 km from centroid",
" Canberra: 2765.1 km from centroid",
" Frankston East: 2747.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Divnogorsk",
"FINAL ANSWER: Divnogorsk"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 38.26667,
"lon": 140.86667,
"name": "Sendai"
},
{
"lat": 44.08436,
"lon": 131.11841,
"name": "Dongning"
},
{
"lat": 29.56227,
"lon": 103.76386,
"name": "Leshan"
},
{
"lat": 33.71706,
"lon": 130.64117,
"name": "Miyawaka"
},
{
"lat": -32.035,
"lon": -52.09861,
"name": "Rio Grande"
}
],
"question": "Which location is the geographic outlier among: Sendai, Dongning, Leshan, Miyawaka, Rio Grande?",
"ground_truth": {
"answer": "Rio Grande",
"outlier_distance_km": 16234.0,
"second_furthest_km": 5026.1,
"clarity_ratio": 3.23,
"median_distance_km": 4365.1,
"distances_to_centroid": {
"Sendai": 5026.1,
"Dongning": 4365.1,
"Leshan": 1494.6,
"Miyawaka": 4057.1,
"Rio Grande": 16234.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sendai: (38.27°, 140.87°)",
" Dongning: (44.08°, 131.12°)",
" Leshan: (29.56°, 103.76°)",
" Miyawaka: (33.72°, 130.64°)",
" Rio Grande: (-32.03°, -52.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rio Grande: 16234.0 km from centroid",
" Sendai: 5026.1 km from centroid",
" Dongning: 4365.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rio Grande",
"FINAL ANSWER: Rio Grande"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -19.26639,
"lon": 146.80569,
"name": "Townsville"
},
{
"lat": -32.05799,
"lon": 115.91814,
"name": "Canning Vale"
},
{
"lat": -33.91972,
"lon": 151.07592,
"name": "Lakemba"
},
{
"lat": -38.68333,
"lon": 176.08333,
"name": "Taupo"
},
{
"lat": -3.45361,
"lon": -44.78,
"name": "Arari"
}
],
"question": "Which location is the geographic outlier among: Townsville, Canning Vale, Lakemba, Taupo, Arari?",
"ground_truth": {
"answer": "Arari",
"outlier_distance_km": 15734.3,
"second_furthest_km": 6346.9,
"clarity_ratio": 2.48,
"median_distance_km": 4139.3,
"distances_to_centroid": {
"Townsville": 3932.9,
"Canning Vale": 993.3,
"Lakemba": 4139.3,
"Taupo": 6346.9,
"Arari": 15734.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Townsville: (-19.27°, 146.81°)",
" Canning Vale: (-32.06°, 115.92°)",
" Lakemba: (-33.92°, 151.08°)",
" Taupo: (-38.68°, 176.08°)",
" Arari: (-3.45°, -44.78°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Arari: 15734.3 km from centroid",
" Taupo: 6346.9 km from centroid",
" Lakemba: 4139.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Arari",
"FINAL ANSWER: Arari"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.29306,
"lon": -98.84167,
"name": "San Jerónimo Cuatro Vientos"
},
{
"lat": 36.10803,
"lon": -115.245,
"name": "Spring Valley"
},
{
"lat": 41.34559,
"lon": -88.84258,
"name": "Ottawa"
},
{
"lat": 41.7942,
"lon": -87.59394,
"name": "Hyde Park"
},
{
"lat": -37.66667,
"lon": 145.06667,
"name": "Mill Park"
}
],
"question": "Which location is the geographic outlier among: San Jerónimo Cuatro Vientos, Spring Valley, Ottawa, Hyde Park, Mill Park?",
"ground_truth": {
"answer": "Mill Park",
"outlier_distance_km": 17637.9,
"second_furthest_km": 6599.1,
"clarity_ratio": 2.67,
"median_distance_km": 5188.0,
"distances_to_centroid": {
"San Jerónimo Cuatro Vientos": 5188.0,
"Spring Valley": 6599.1,
"Ottawa": 4412.4,
"Hyde Park": 4333.0,
"Mill Park": 17637.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" San Jerónimo Cuatro Vientos: (19.29°, -98.84°)",
" Spring Valley: (36.11°, -115.25°)",
" Ottawa: (41.35°, -88.84°)",
" Hyde Park: (41.79°, -87.59°)",
" Mill Park: (-37.67°, 145.07°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mill Park: 17637.9 km from centroid",
" Spring Valley: 6599.1 km from centroid",
" San Jerónimo Cuatro Vientos: 5188.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mill Park",
"FINAL ANSWER: Mill Park"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.69825,
"lon": 145.05967,
"name": "Bundoora"
},
{
"lat": -31.9652,
"lon": 141.4512,
"name": "Broken Hill"
},
{
"lat": -27.56056,
"lon": 151.95386,
"name": "Toowoomba"
},
{
"lat": -37.96944,
"lon": 145.04806,
"name": "Cheltenham"
},
{
"lat": 41.38022,
"lon": 2.17319,
"name": "Ciutat Vella"
}
],
"question": "Which location is the geographic outlier among: Bundoora, Broken Hill, Toowoomba, Cheltenham, Ciutat Vella?",
"ground_truth": {
"answer": "Ciutat Vella",
"outlier_distance_km": 13435.6,
"second_furthest_km": 3677.7,
"clarity_ratio": 3.65,
"median_distance_km": 3442.8,
"distances_to_centroid": {
"Bundoora": 3428.5,
"Broken Hill": 2839.4,
"Toowoomba": 3677.7,
"Cheltenham": 3442.8,
"Ciutat Vella": 13435.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bundoora: (-37.70°, 145.06°)",
" Broken Hill: (-31.97°, 141.45°)",
" Toowoomba: (-27.56°, 151.95°)",
" Cheltenham: (-37.97°, 145.05°)",
" Ciutat Vella: (41.38°, 2.17°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ciutat Vella: 13435.6 km from centroid",
" Toowoomba: 3677.7 km from centroid",
" Cheltenham: 3442.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ciutat Vella",
"FINAL ANSWER: Ciutat Vella"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.96944,
"lon": 145.04806,
"name": "Cheltenham"
},
{
"lat": -37.69863,
"lon": 144.78631,
"name": "Taylors Lakes"
},
{
"lat": -27.56056,
"lon": 151.95386,
"name": "Toowoomba"
},
{
"lat": -37.86667,
"lon": 145.28333,
"name": "Boronia"
},
{
"lat": -24.24423,
"lon": -49.70932,
"name": "Jaguariaíva"
}
],
"question": "Which location is the geographic outlier among: Cheltenham, Taylors Lakes, Toowoomba, Boronia, Jaguariaíva?",
"ground_truth": {
"answer": "Jaguariaíva",
"outlier_distance_km": 13199.1,
"second_furthest_km": 4281.9,
"clarity_ratio": 3.08,
"median_distance_km": 3441.8,
"distances_to_centroid": {
"Cheltenham": 3420.7,
"Taylors Lakes": 3399.1,
"Toowoomba": 4281.9,
"Boronia": 3441.8,
"Jaguariaíva": 13199.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Cheltenham: (-37.97°, 145.05°)",
" Taylors Lakes: (-37.70°, 144.79°)",
" Toowoomba: (-27.56°, 151.95°)",
" Boronia: (-37.87°, 145.28°)",
" Jaguariaíva: (-24.24°, -49.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Jaguariaíva: 13199.1 km from centroid",
" Toowoomba: 4281.9 km from centroid",
" Boronia: 3441.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Jaguariaíva",
"FINAL ANSWER: Jaguariaíva"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.46538,
"lon": -73.2531,
"name": "Valledupar"
},
{
"lat": -23.43861,
"lon": -47.06139,
"name": "Araçariguama"
},
{
"lat": -15.80976,
"lon": -47.97202,
"name": "Guará"
},
{
"lat": -30.18111,
"lon": -50.20556,
"name": "Cidreira"
},
{
"lat": 28.73548,
"lon": 77.03522,
"name": "Karāla"
}
],
"question": "Which location is the geographic outlier among: Valledupar, Araçariguama, Guará, Cidreira, Karāla?",
"ground_truth": {
"answer": "Karāla",
"outlier_distance_km": 11823.0,
"second_furthest_km": 5305.8,
"clarity_ratio": 2.23,
"median_distance_km": 3529.0,
"distances_to_centroid": {
"Valledupar": 5305.8,
"Araçariguama": 2788.2,
"Guará": 2404.5,
"Cidreira": 3529.0,
"Karāla": 11823.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Valledupar: (10.47°, -73.25°)",
" Araçariguama: (-23.44°, -47.06°)",
" Guará: (-15.81°, -47.97°)",
" Cidreira: (-30.18°, -50.21°)",
" Karāla: (28.74°, 77.04°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Karāla: 11823.0 km from centroid",
" Valledupar: 5305.8 km from centroid",
" Cidreira: 3529.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Karāla",
"FINAL ANSWER: Karāla"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.9205,
"lon": 151.25522,
"name": "Coogee"
},
{
"lat": -37.92845,
"lon": 145.17708,
"name": "Mulgrave"
},
{
"lat": -37.8329,
"lon": 145.0367,
"name": "Hawthorn South"
},
{
"lat": -38.11342,
"lon": 145.28326,
"name": "Cranbourne"
},
{
"lat": 51.93333,
"lon": 7.35,
"name": "Nottuln"
}
],
"question": "Which location is the geographic outlier among: Coogee, Mulgrave, Hawthorn South, Cranbourne, Nottuln?",
"ground_truth": {
"answer": "Nottuln",
"outlier_distance_km": 13137.2,
"second_furthest_km": 3597.3,
"clarity_ratio": 3.65,
"median_distance_km": 3310.7,
"distances_to_centroid": {
"Coogee": 3597.3,
"Mulgrave": 3292.0,
"Hawthorn South": 3275.9,
"Cranbourne": 3310.7,
"Nottuln": 13137.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Coogee: (-33.92°, 151.26°)",
" Mulgrave: (-37.93°, 145.18°)",
" Hawthorn South: (-37.83°, 145.04°)",
" Cranbourne: (-38.11°, 145.28°)",
" Nottuln: (51.93°, 7.35°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nottuln: 13137.2 km from centroid",
" Coogee: 3597.3 km from centroid",
" Cranbourne: 3310.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nottuln",
"FINAL ANSWER: Nottuln"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.86472,
"lon": 174.64768,
"name": "Te Atatu South"
},
{
"lat": -41.13827,
"lon": 175.0502,
"name": "Upper Hutt"
},
{
"lat": -34.06564,
"lon": 151.01266,
"name": "Engadine"
},
{
"lat": -37.82289,
"lon": 147.61041,
"name": "Bairnsdale"
},
{
"lat": -21.90389,
"lon": -47.61944,
"name": "Descalvado"
}
],
"question": "Which location is the geographic outlier among: Te Atatu South, Upper Hutt, Engadine, Bairnsdale, Descalvado?",
"ground_truth": {
"answer": "Descalvado",
"outlier_distance_km": 13626.4,
"second_furthest_km": 4867.7,
"clarity_ratio": 2.8,
"median_distance_km": 4806.2,
"distances_to_centroid": {
"Te Atatu South": 4867.7,
"Upper Hutt": 4806.2,
"Engadine": 2827.9,
"Bairnsdale": 2489.0,
"Descalvado": 13626.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Te Atatu South: (-36.86°, 174.65°)",
" Upper Hutt: (-41.14°, 175.05°)",
" Engadine: (-34.07°, 151.01°)",
" Bairnsdale: (-37.82°, 147.61°)",
" Descalvado: (-21.90°, -47.62°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Descalvado: 13626.4 km from centroid",
" Te Atatu South: 4867.7 km from centroid",
" Upper Hutt: 4806.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Descalvado",
"FINAL ANSWER: Descalvado"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -24.72459,
"lon": 31.19939,
"name": "Thulamahashi"
},
{
"lat": 7.01667,
"lon": 39.98333,
"name": "Goba"
},
{
"lat": 3.93726,
"lon": 41.85688,
"name": "Mandera"
},
{
"lat": 9.40079,
"lon": -0.8393,
"name": "Tamale"
},
{
"lat": 19.34361,
"lon": -98.97472,
"name": "Emiliano Zapata"
}
],
"question": "Which location is the geographic outlier among: Thulamahashi, Goba, Mandera, Tamale, Emiliano Zapata?",
"ground_truth": {
"answer": "Emiliano Zapata",
"outlier_distance_km": 11112.0,
"second_furthest_km": 4359.3,
"clarity_ratio": 2.55,
"median_distance_km": 4353.1,
"distances_to_centroid": {
"Thulamahashi": 4359.3,
"Goba": 4158.6,
"Mandera": 4353.1,
"Tamale": 809.7,
"Emiliano Zapata": 11112.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Thulamahashi: (-24.72°, 31.20°)",
" Goba: (7.02°, 39.98°)",
" Mandera: (3.94°, 41.86°)",
" Tamale: (9.40°, -0.84°)",
" Emiliano Zapata: (19.34°, -98.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Emiliano Zapata: 11112.0 km from centroid",
" Thulamahashi: 4359.3 km from centroid",
" Mandera: 4353.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Emiliano Zapata",
"FINAL ANSWER: Emiliano Zapata"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.5842,
"lon": 45.7338,
"name": "Znamensk"
},
{
"lat": 44.8546,
"lon": 38.3031,
"name": "Akhtyrskiy"
},
{
"lat": 50.53439,
"lon": 36.68462,
"name": "Razumnoye"
},
{
"lat": 48.75568,
"lon": 2.32241,
"name": "Fresnes"
},
{
"lat": 20.14085,
"lon": -101.18251,
"name": "Uriangato"
}
],
"question": "Which location is the geographic outlier among: Znamensk, Akhtyrskiy, Razumnoye, Fresnes, Uriangato?",
"ground_truth": {
"answer": "Uriangato",
"outlier_distance_km": 9704.5,
"second_furthest_km": 3246.0,
"clarity_ratio": 2.99,
"median_distance_km": 2718.9,
"distances_to_centroid": {
"Znamensk": 3246.0,
"Akhtyrskiy": 2718.9,
"Razumnoye": 2599.9,
"Fresnes": 705.5,
"Uriangato": 9704.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Znamensk: (48.58°, 45.73°)",
" Akhtyrskiy: (44.85°, 38.30°)",
" Razumnoye: (50.53°, 36.68°)",
" Fresnes: (48.76°, 2.32°)",
" Uriangato: (20.14°, -101.18°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Uriangato: 9704.5 km from centroid",
" Znamensk: 3246.0 km from centroid",
" Akhtyrskiy: 2718.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Uriangato",
"FINAL ANSWER: Uriangato"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.48417,
"lon": -51.99056,
"name": "Palmas"
},
{
"lat": -6.60667,
"lon": -39.06222,
"name": "Cedro"
},
{
"lat": -13.54232,
"lon": -43.57968,
"name": "Serra do Ramalho"
},
{
"lat": -27.77333,
"lon": -54.24,
"name": "Três de Maio"
},
{
"lat": 2.3829,
"lon": 102.3311,
"name": "Kampung Machap Baru"
}
],
"question": "Which location is the geographic outlier among: Palmas, Cedro, Serra do Ramalho, Três de Maio, Kampung Machap Baru?",
"ground_truth": {
"answer": "Kampung Machap Baru",
"outlier_distance_km": 13262.2,
"second_furthest_km": 4089.6,
"clarity_ratio": 3.24,
"median_distance_km": 3839.6,
"distances_to_centroid": {
"Palmas": 3839.6,
"Cedro": 2529.2,
"Serra do Ramalho": 2834.9,
"Três de Maio": 4089.6,
"Kampung Machap Baru": 13262.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Palmas: (-26.48°, -51.99°)",
" Cedro: (-6.61°, -39.06°)",
" Serra do Ramalho: (-13.54°, -43.58°)",
" Três de Maio: (-27.77°, -54.24°)",
" Kampung Machap Baru: (2.38°, 102.33°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kampung Machap Baru: 13262.2 km from centroid",
" Três de Maio: 4089.6 km from centroid",
" Palmas: 3839.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kampung Machap Baru",
"FINAL ANSWER: Kampung Machap Baru"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 34.8045,
"lon": 135.76681,
"name": "Kyōtanabe"
},
{
"lat": 22.89396,
"lon": 88.41521,
"name": "Naihāti"
},
{
"lat": 14.00774,
"lon": 77.60846,
"name": "Somandepalle"
},
{
"lat": 10.1664,
"lon": 76.20179,
"name": "Vadakakarai"
},
{
"lat": -37.90232,
"lon": 145.01734,
"name": "Brighton East"
}
],
"question": "Which location is the geographic outlier among: Kyōtanabe, Naihāti, Somandepalle, Vadakakarai, Brighton East?",
"ground_truth": {
"answer": "Brighton East",
"outlier_distance_km": 6673.3,
"second_furthest_km": 4291.2,
"clarity_ratio": 1.56,
"median_distance_km": 3117.6,
"distances_to_centroid": {
"Kyōtanabe": 4291.2,
"Naihāti": 2331.5,
"Somandepalle": 2996.7,
"Vadakakarai": 3117.6,
"Brighton East": 6673.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kyōtanabe: (34.80°, 135.77°)",
" Naihāti: (22.89°, 88.42°)",
" Somandepalle: (14.01°, 77.61°)",
" Vadakakarai: (10.17°, 76.20°)",
" Brighton East: (-37.90°, 145.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Brighton East: 6673.3 km from centroid",
" Kyōtanabe: 4291.2 km from centroid",
" Vadakakarai: 3117.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Brighton East",
"FINAL ANSWER: Brighton East"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.33341,
"lon": -79.21632,
"name": "Huntsville"
},
{
"lat": 40.72149,
"lon": -73.7693,
"name": "Terrace Heights"
},
{
"lat": 45.27413,
"lon": -93.59135,
"name": "Otsego"
},
{
"lat": 19.26757,
"lon": -99.53214,
"name": "San Mateo Atenco"
},
{
"lat": -23.56729,
"lon": -46.69232,
"name": "Pinheiros"
}
],
"question": "Which location is the geographic outlier among: Huntsville, Terrace Heights, Otsego, San Mateo Atenco, Pinheiros?",
"ground_truth": {
"answer": "Pinheiros",
"outlier_distance_km": 6436.6,
"second_furthest_km": 2586.3,
"clarity_ratio": 2.49,
"median_distance_km": 2259.2,
"distances_to_centroid": {
"Huntsville": 2216.6,
"Terrace Heights": 1759.8,
"Otsego": 2586.3,
"San Mateo Atenco": 2259.2,
"Pinheiros": 6436.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Huntsville: (45.33°, -79.22°)",
" Terrace Heights: (40.72°, -73.77°)",
" Otsego: (45.27°, -93.59°)",
" San Mateo Atenco: (19.27°, -99.53°)",
" Pinheiros: (-23.57°, -46.69°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Pinheiros: 6436.6 km from centroid",
" Otsego: 2586.3 km from centroid",
" San Mateo Atenco: 2259.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Pinheiros",
"FINAL ANSWER: Pinheiros"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 56.10921,
"lon": 94.58698,
"name": "Zelenogorsk"
},
{
"lat": 51.20219,
"lon": 7.36027,
"name": "Radevormwald"
},
{
"lat": 48.81568,
"lon": 2.38487,
"name": "Ivry-sur-Seine"
},
{
"lat": 50.48333,
"lon": 2.55,
"name": "Bruay-la-Buissière"
},
{
"lat": -36.8,
"lon": 174.75,
"name": "North Shore"
}
],
"question": "Which location is the geographic outlier among: Zelenogorsk, Radevormwald, Ivry-sur-Seine, Bruay-la-Buissière, North Shore?",
"ground_truth": {
"answer": "North Shore",
"outlier_distance_km": 14521.9,
"second_furthest_km": 4682.0,
"clarity_ratio": 3.1,
"median_distance_km": 4673.2,
"distances_to_centroid": {
"Zelenogorsk": 3805.2,
"Radevormwald": 4342.5,
"Ivry-sur-Seine": 4682.0,
"Bruay-la-Buissière": 4673.2,
"North Shore": 14521.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Zelenogorsk: (56.11°, 94.59°)",
" Radevormwald: (51.20°, 7.36°)",
" Ivry-sur-Seine: (48.82°, 2.38°)",
" Bruay-la-Buissière: (50.48°, 2.55°)",
" North Shore: (-36.80°, 174.75°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" North Shore: 14521.9 km from centroid",
" Ivry-sur-Seine: 4682.0 km from centroid",
" Bruay-la-Buissière: 4673.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: North Shore",
"FINAL ANSWER: North Shore"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.46026,
"lon": 22.60952,
"name": "Lubartów"
},
{
"lat": 47.8082,
"lon": 7.63035,
"name": "Müllheim"
},
{
"lat": 49.95542,
"lon": 18.57479,
"name": "Jastrzębie Zdrój"
},
{
"lat": 51.88056,
"lon": 45.00609,
"name": "Atkarsk"
},
{
"lat": 28.45433,
"lon": 104.71498,
"name": "Xunchang"
}
],
"question": "Which location is the geographic outlier among: Lubartów, Müllheim, Jastrzębie Zdrój, Atkarsk, Xunchang?",
"ground_truth": {
"answer": "Xunchang",
"outlier_distance_km": 5902.5,
"second_furthest_km": 2430.4,
"clarity_ratio": 2.43,
"median_distance_km": 1631.1,
"distances_to_centroid": {
"Lubartów": 1394.0,
"Müllheim": 2430.4,
"Jastrzębie Zdrój": 1631.1,
"Atkarsk": 768.0,
"Xunchang": 5902.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lubartów: (51.46°, 22.61°)",
" Müllheim: (47.81°, 7.63°)",
" Jastrzębie Zdrój: (49.96°, 18.57°)",
" Atkarsk: (51.88°, 45.01°)",
" Xunchang: (28.45°, 104.71°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Xunchang: 5902.5 km from centroid",
" Müllheim: 2430.4 km from centroid",
" Jastrzębie Zdrój: 1631.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Xunchang",
"FINAL ANSWER: Xunchang"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -21.66917,
"lon": -42.07611,
"name": "Itaocara"
},
{
"lat": -3.74611,
"lon": -39.78333,
"name": "Irauçuba"
},
{
"lat": -22.84333,
"lon": -47.60611,
"name": "Rio das Pedras"
},
{
"lat": -9.56333,
"lon": -35.82444,
"name": "Satuba"
},
{
"lat": 9.8,
"lon": 38.4,
"name": "Gebre Guracha"
}
],
"question": "Which location is the geographic outlier among: Itaocara, Irauçuba, Rio das Pedras, Satuba, Gebre Guracha?",
"ground_truth": {
"answer": "Gebre Guracha",
"outlier_distance_km": 7379.5,
"second_furthest_km": 2786.1,
"clarity_ratio": 2.65,
"median_distance_km": 2231.7,
"distances_to_centroid": {
"Itaocara": 2231.7,
"Irauçuba": 1718.4,
"Rio das Pedras": 2786.1,
"Satuba": 1145.3,
"Gebre Guracha": 7379.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Itaocara: (-21.67°, -42.08°)",
" Irauçuba: (-3.75°, -39.78°)",
" Rio das Pedras: (-22.84°, -47.61°)",
" Satuba: (-9.56°, -35.82°)",
" Gebre Guracha: (9.80°, 38.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gebre Guracha: 7379.5 km from centroid",
" Rio das Pedras: 2786.1 km from centroid",
" Itaocara: 2231.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gebre Guracha",
"FINAL ANSWER: Gebre Guracha"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.9682,
"lon": 174.84019,
"name": "Papatoetoe"
},
{
"lat": -37.78828,
"lon": 145.12373,
"name": "Doncaster"
},
{
"lat": -38.26667,
"lon": 145.01667,
"name": "Mount Martha"
},
{
"lat": -32.5269,
"lon": 115.7217,
"name": "Mandurah"
},
{
"lat": -13.03667,
"lon": -46.77167,
"name": "Campos Belos"
}
],
"question": "Which location is the geographic outlier among: Papatoetoe, Doncaster, Mount Martha, Mandurah, Campos Belos?",
"ground_truth": {
"answer": "Campos Belos",
"outlier_distance_km": 14296.1,
"second_furthest_km": 6142.2,
"clarity_ratio": 2.33,
"median_distance_km": 3541.5,
"distances_to_centroid": {
"Papatoetoe": 6142.2,
"Doncaster": 3541.5,
"Mount Martha": 3531.9,
"Mandurah": 846.0,
"Campos Belos": 14296.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Papatoetoe: (-36.97°, 174.84°)",
" Doncaster: (-37.79°, 145.12°)",
" Mount Martha: (-38.27°, 145.02°)",
" Mandurah: (-32.53°, 115.72°)",
" Campos Belos: (-13.04°, -46.77°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Campos Belos: 14296.1 km from centroid",
" Papatoetoe: 6142.2 km from centroid",
" Doncaster: 3541.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Campos Belos",
"FINAL ANSWER: Campos Belos"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.66008,
"lon": 153.09953,
"name": "Maroochydore"
},
{
"lat": -33.72976,
"lon": 151.15977,
"name": "Saint Ives"
},
{
"lat": -37.81501,
"lon": 144.96657,
"name": "Melbourne City Centre"
},
{
"lat": -37.57742,
"lon": 144.72607,
"name": "Sunbury"
},
{
"lat": 40.4842,
"lon": -88.99369,
"name": "Bloomington"
}
],
"question": "Which location is the geographic outlier among: Maroochydore, Saint Ives, Melbourne City Centre, Sunbury, Bloomington?",
"ground_truth": {
"answer": "Bloomington",
"outlier_distance_km": 17449.5,
"second_furthest_km": 5370.0,
"clarity_ratio": 3.25,
"median_distance_km": 5201.4,
"distances_to_centroid": {
"Maroochydore": 5370.0,
"Saint Ives": 5201.4,
"Melbourne City Centre": 4723.1,
"Sunbury": 4696.3,
"Bloomington": 17449.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Maroochydore: (-26.66°, 153.10°)",
" Saint Ives: (-33.73°, 151.16°)",
" Melbourne City Centre: (-37.82°, 144.97°)",
" Sunbury: (-37.58°, 144.73°)",
" Bloomington: (40.48°, -88.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bloomington: 17449.5 km from centroid",
" Maroochydore: 5370.0 km from centroid",
" Saint Ives: 5201.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bloomington",
"FINAL ANSWER: Bloomington"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.78269,
"lon": 151.04888,
"name": "Carlingford"
},
{
"lat": -36.9682,
"lon": 174.84019,
"name": "Papatoetoe"
},
{
"lat": -33.2792,
"lon": 115.71504,
"name": "Australind"
},
{
"lat": -37.89138,
"lon": 144.62368,
"name": "Wyndham Vale"
},
{
"lat": 49.31406,
"lon": -123.0725,
"name": "Lower Lonsdale"
}
],
"question": "Which location is the geographic outlier among: Carlingford, Papatoetoe, Australind, Wyndham Vale, Lower Lonsdale?",
"ground_truth": {
"answer": "Lower Lonsdale",
"outlier_distance_km": 15342.0,
"second_furthest_km": 8108.2,
"clarity_ratio": 1.89,
"median_distance_km": 5992.0,
"distances_to_centroid": {
"Carlingford": 5992.0,
"Papatoetoe": 8108.2,
"Australind": 2821.3,
"Wyndham Vale": 5450.1,
"Lower Lonsdale": 15342.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Carlingford: (-33.78°, 151.05°)",
" Papatoetoe: (-36.97°, 174.84°)",
" Australind: (-33.28°, 115.72°)",
" Wyndham Vale: (-37.89°, 144.62°)",
" Lower Lonsdale: (49.31°, -123.07°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lower Lonsdale: 15342.0 km from centroid",
" Papatoetoe: 8108.2 km from centroid",
" Carlingford: 5992.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lower Lonsdale",
"FINAL ANSWER: Lower Lonsdale"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.8149,
"lon": 144.95052,
"name": "Docklands"
},
{
"lat": -38.26667,
"lon": 145.01667,
"name": "Mount Martha"
},
{
"lat": -38.03333,
"lon": 145.25,
"name": "Hampton Park"
},
{
"lat": -31.09048,
"lon": 150.92905,
"name": "Tamworth"
},
{
"lat": 43.78609,
"lon": -79.33502,
"name": "Pleasant View"
}
],
"question": "Which location is the geographic outlier among: Docklands, Mount Martha, Hampton Park, Tamworth, Pleasant View?",
"ground_truth": {
"answer": "Pleasant View",
"outlier_distance_km": 17401.0,
"second_furthest_km": 5067.7,
"clarity_ratio": 3.43,
"median_distance_km": 4642.5,
"distances_to_centroid": {
"Docklands": 4611.6,
"Mount Martha": 4628.2,
"Hampton Park": 4642.5,
"Tamworth": 5067.7,
"Pleasant View": 17401.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Docklands: (-37.81°, 144.95°)",
" Mount Martha: (-38.27°, 145.02°)",
" Hampton Park: (-38.03°, 145.25°)",
" Tamworth: (-31.09°, 150.93°)",
" Pleasant View: (43.79°, -79.34°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Pleasant View: 17401.0 km from centroid",
" Tamworth: 5067.7 km from centroid",
" Hampton Park: 4642.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Pleasant View",
"FINAL ANSWER: Pleasant View"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.24295,
"lon": 148.60484,
"name": "Dubbo"
},
{
"lat": -19.26639,
"lon": 146.80569,
"name": "Townsville"
},
{
"lat": -36.86472,
"lon": 174.64768,
"name": "Te Atatu South"
},
{
"lat": -38.05916,
"lon": 145.40947,
"name": "Officer"
},
{
"lat": 19.31556,
"lon": -98.88284,
"name": "Ixtapaluca"
}
],
"question": "Which location is the geographic outlier among: Dubbo, Townsville, Te Atatu South, Officer, Ixtapaluca?",
"ground_truth": {
"answer": "Ixtapaluca",
"outlier_distance_km": 17691.1,
"second_furthest_km": 6979.9,
"clarity_ratio": 2.53,
"median_distance_km": 4616.0,
"distances_to_centroid": {
"Dubbo": 4616.0,
"Townsville": 4526.2,
"Te Atatu South": 6979.9,
"Officer": 4417.6,
"Ixtapaluca": 17691.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Dubbo: (-32.24°, 148.60°)",
" Townsville: (-19.27°, 146.81°)",
" Te Atatu South: (-36.86°, 174.65°)",
" Officer: (-38.06°, 145.41°)",
" Ixtapaluca: (19.32°, -98.88°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ixtapaluca: 17691.1 km from centroid",
" Te Atatu South: 6979.9 km from centroid",
" Dubbo: 4616.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ixtapaluca",
"FINAL ANSWER: Ixtapaluca"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.88264,
"lon": 144.7003,
"name": "Hoppers Crossing"
},
{
"lat": -38.15912,
"lon": 145.93118,
"name": "Warragul"
},
{
"lat": -37.98333,
"lon": 145.2,
"name": "Dandenong"
},
{
"lat": -32.83211,
"lon": 151.35623,
"name": "Cessnock"
},
{
"lat": -21.83222,
"lon": -46.89361,
"name": "Vargem Grande do Sul"
}
],
"question": "Which location is the geographic outlier among: Hoppers Crossing, Warragul, Dandenong, Cessnock, Vargem Grande do Sul?",
"ground_truth": {
"answer": "Vargem Grande do Sul",
"outlier_distance_km": 13290.6,
"second_furthest_km": 3995.9,
"clarity_ratio": 3.33,
"median_distance_km": 3420.5,
"distances_to_centroid": {
"Hoppers Crossing": 3314.7,
"Warragul": 3420.5,
"Dandenong": 3357.8,
"Cessnock": 3995.9,
"Vargem Grande do Sul": 13290.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Hoppers Crossing: (-37.88°, 144.70°)",
" Warragul: (-38.16°, 145.93°)",
" Dandenong: (-37.98°, 145.20°)",
" Cessnock: (-32.83°, 151.36°)",
" Vargem Grande do Sul: (-21.83°, -46.89°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Vargem Grande do Sul: 13290.6 km from centroid",
" Cessnock: 3995.9 km from centroid",
" Warragul: 3420.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Vargem Grande do Sul",
"FINAL ANSWER: Vargem Grande do Sul"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.9382,
"lon": 174.84019,
"name": "Otahuhu"
},
{
"lat": -36.88333,
"lon": 174.7,
"name": "Avondale"
},
{
"lat": -34.06564,
"lon": 151.01266,
"name": "Engadine"
},
{
"lat": -33.95,
"lon": 151.23333,
"name": "Maroubra"
},
{
"lat": 19.3467,
"lon": -99.16174,
"name": "Coyoacán"
}
],
"question": "Which location is the geographic outlier among: Otahuhu, Avondale, Engadine, Maroubra, Coyoacán?",
"ground_truth": {
"answer": "Coyoacán",
"outlier_distance_km": 16906.0,
"second_furthest_km": 6186.6,
"clarity_ratio": 2.73,
"median_distance_km": 6174.9,
"distances_to_centroid": {
"Otahuhu": 6186.6,
"Avondale": 6174.9,
"Engadine": 4040.1,
"Maroubra": 4059.4,
"Coyoacán": 16906.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Otahuhu: (-36.94°, 174.84°)",
" Avondale: (-36.88°, 174.70°)",
" Engadine: (-34.07°, 151.01°)",
" Maroubra: (-33.95°, 151.23°)",
" Coyoacán: (19.35°, -99.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Coyoacán: 16906.0 km from centroid",
" Otahuhu: 6186.6 km from centroid",
" Avondale: 6174.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Coyoacán",
"FINAL ANSWER: Coyoacán"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 30.02333,
"lon": 106.42963,
"name": "Shuangfeng"
},
{
"lat": 18.71364,
"lon": 76.06718,
"name": "Kaij"
},
{
"lat": 3.6253,
"lon": 98.864,
"name": "Percut"
},
{
"lat": 5.02917,
"lon": 119.77306,
"name": "Bongao"
},
{
"lat": -6.89028,
"lon": -38.55528,
"name": "Cajazeiras"
}
],
"question": "Which location is the geographic outlier among: Shuangfeng, Kaij, Percut, Bongao, Cajazeiras?",
"ground_truth": {
"answer": "Cajazeiras",
"outlier_distance_km": 12438.9,
"second_furthest_km": 5234.9,
"clarity_ratio": 2.38,
"median_distance_km": 4151.1,
"distances_to_centroid": {
"Shuangfeng": 4151.1,
"Kaij": 1031.2,
"Percut": 2994.6,
"Bongao": 5234.9,
"Cajazeiras": 12438.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Shuangfeng: (30.02°, 106.43°)",
" Kaij: (18.71°, 76.07°)",
" Percut: (3.63°, 98.86°)",
" Bongao: (5.03°, 119.77°)",
" Cajazeiras: (-6.89°, -38.56°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Cajazeiras: 12438.9 km from centroid",
" Bongao: 5234.9 km from centroid",
" Shuangfeng: 4151.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Cajazeiras",
"FINAL ANSWER: Cajazeiras"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 22.27194,
"lon": -101.98602,
"name": "Loreto"
},
{
"lat": 47.40177,
"lon": -122.32429,
"name": "Des Moines"
},
{
"lat": 33.86726,
"lon": -112.14682,
"name": "Anthem"
},
{
"lat": 39.52963,
"lon": -119.8138,
"name": "Reno"
},
{
"lat": -7.50528,
"lon": -35.31833,
"name": "Timbaúba"
}
],
"question": "Which location is the geographic outlier among: Loreto, Des Moines, Anthem, Reno, Timbaúba?",
"ground_truth": {
"answer": "Timbaúba",
"outlier_distance_km": 7789.8,
"second_furthest_km": 3073.9,
"clarity_ratio": 2.53,
"median_distance_km": 2417.7,
"distances_to_centroid": {
"Loreto": 653.4,
"Des Moines": 3073.9,
"Anthem": 1521.0,
"Reno": 2417.7,
"Timbaúba": 7789.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Loreto: (22.27°, -101.99°)",
" Des Moines: (47.40°, -122.32°)",
" Anthem: (33.87°, -112.15°)",
" Reno: (39.53°, -119.81°)",
" Timbaúba: (-7.51°, -35.32°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Timbaúba: 7789.8 km from centroid",
" Des Moines: 3073.9 km from centroid",
" Reno: 2417.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Timbaúba",
"FINAL ANSWER: Timbaúba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 18.61357,
"lon": 79.37442,
"name": "Peddapalli"
},
{
"lat": 29.409,
"lon": 106.14228,
"name": "Dingjia"
},
{
"lat": 38.13387,
"lon": 85.52992,
"name": "Qiemo"
},
{
"lat": 34.72083,
"lon": 104.88583,
"name": "Wushan"
},
{
"lat": 53.4614,
"lon": -2.92863,
"name": "Fazakerley"
}
],
"question": "Which location is the geographic outlier among: Peddapalli, Dingjia, Qiemo, Wushan, Fazakerley?",
"ground_truth": {
"answer": "Fazakerley",
"outlier_distance_km": 6183.7,
"second_furthest_km": 3018.2,
"clarity_ratio": 2.05,
"median_distance_km": 2754.8,
"distances_to_centroid": {
"Peddapalli": 1867.8,
"Dingjia": 3018.2,
"Qiemo": 1041.4,
"Wushan": 2754.8,
"Fazakerley": 6183.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Peddapalli: (18.61°, 79.37°)",
" Dingjia: (29.41°, 106.14°)",
" Qiemo: (38.13°, 85.53°)",
" Wushan: (34.72°, 104.89°)",
" Fazakerley: (53.46°, -2.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Fazakerley: 6183.7 km from centroid",
" Dingjia: 3018.2 km from centroid",
" Wushan: 2754.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Fazakerley",
"FINAL ANSWER: Fazakerley"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.73308,
"lon": 151.5574,
"name": "Maitland"
},
{
"lat": -37.89359,
"lon": 145.05534,
"name": "Carnegie"
},
{
"lat": -32.5269,
"lon": 115.7217,
"name": "Mandurah"
},
{
"lat": -38.13333,
"lon": 145.13333,
"name": "Frankston East"
},
{
"lat": 30.8248,
"lon": 30.81805,
"name": "Kafr az Zayyāt"
}
],
"question": "Which location is the geographic outlier among: Maitland, Carnegie, Mandurah, Frankston East, Kafr az Zayyāt?",
"ground_truth": {
"answer": "Kafr az Zayyāt",
"outlier_distance_km": 10959.4,
"second_furthest_km": 3531.0,
"clarity_ratio": 3.1,
"median_distance_km": 3168.5,
"distances_to_centroid": {
"Maitland": 3531.0,
"Carnegie": 3150.6,
"Mandurah": 1175.8,
"Frankston East": 3168.5,
"Kafr az Zayyāt": 10959.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Maitland: (-32.73°, 151.56°)",
" Carnegie: (-37.89°, 145.06°)",
" Mandurah: (-32.53°, 115.72°)",
" Frankston East: (-38.13°, 145.13°)",
" Kafr az Zayyāt: (30.82°, 30.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kafr az Zayyāt: 10959.4 km from centroid",
" Maitland: 3531.0 km from centroid",
" Frankston East: 3168.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kafr az Zayyāt",
"FINAL ANSWER: Kafr az Zayyāt"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.52754,
"lon": 11.54835,
"name": "Eisleben Lutherstadt"
},
{
"lat": 53.41667,
"lon": -1.2,
"name": "Maltby"
},
{
"lat": 38.01328,
"lon": -3.3705,
"name": "Úbeda"
},
{
"lat": 43.31195,
"lon": 45.68895,
"name": "Grozny"
},
{
"lat": -11.79667,
"lon": -49.52889,
"name": "Formoso do Araguaia"
}
],
"question": "Which location is the geographic outlier among: Eisleben Lutherstadt, Maltby, Úbeda, Grozny, Formoso do Araguaia?",
"ground_truth": {
"answer": "Formoso do Araguaia",
"outlier_distance_km": 7403.5,
"second_furthest_km": 3949.0,
"clarity_ratio": 1.87,
"median_distance_km": 2064.5,
"distances_to_centroid": {
"Eisleben Lutherstadt": 2045.2,
"Maltby": 2064.5,
"Úbeda": 498.0,
"Grozny": 3949.0,
"Formoso do Araguaia": 7403.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Eisleben Lutherstadt: (51.53°, 11.55°)",
" Maltby: (53.42°, -1.20°)",
" Úbeda: (38.01°, -3.37°)",
" Grozny: (43.31°, 45.69°)",
" Formoso do Araguaia: (-11.80°, -49.53°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Formoso do Araguaia: 7403.5 km from centroid",
" Grozny: 3949.0 km from centroid",
" Maltby: 2064.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Formoso do Araguaia",
"FINAL ANSWER: Formoso do Araguaia"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.88333,
"lon": 174.7,
"name": "Avondale"
},
{
"lat": -37.58333,
"lon": 145.03333,
"name": "Wollert"
},
{
"lat": -37.76667,
"lon": 144.96667,
"name": "Brunswick"
},
{
"lat": -33.9205,
"lon": 151.25522,
"name": "Coogee"
},
{
"lat": -29.71671,
"lon": -52.50321,
"name": "Vera Cruz"
}
],
"question": "Which location is the geographic outlier among: Avondale, Wollert, Brunswick, Coogee, Vera Cruz?",
"ground_truth": {
"answer": "Vera Cruz",
"outlier_distance_km": 12634.7,
"second_furthest_km": 5477.7,
"clarity_ratio": 2.31,
"median_distance_km": 3512.5,
"distances_to_centroid": {
"Avondale": 5477.7,
"Wollert": 2893.6,
"Brunswick": 2886.1,
"Coogee": 3512.5,
"Vera Cruz": 12634.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Avondale: (-36.88°, 174.70°)",
" Wollert: (-37.58°, 145.03°)",
" Brunswick: (-37.77°, 144.97°)",
" Coogee: (-33.92°, 151.26°)",
" Vera Cruz: (-29.72°, -52.50°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Vera Cruz: 12634.7 km from centroid",
" Avondale: 5477.7 km from centroid",
" Coogee: 3512.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Vera Cruz",
"FINAL ANSWER: Vera Cruz"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 34.77148,
"lon": 127.07996,
"name": "Boseong"
},
{
"lat": 31.21288,
"lon": 108.34026,
"name": "Dade"
},
{
"lat": 25.33061,
"lon": 76.50973,
"name": "Māngrol"
},
{
"lat": 20.81717,
"lon": 105.33759,
"name": "Hòa Bình"
},
{
"lat": -20.53389,
"lon": -49.31417,
"name": "Nova Granada"
}
],
"question": "Which location is the geographic outlier among: Boseong, Dade, Māngrol, Hòa Bình, Nova Granada?",
"ground_truth": {
"answer": "Nova Granada",
"outlier_distance_km": 14053.3,
"second_furthest_km": 5556.2,
"clarity_ratio": 2.53,
"median_distance_km": 3769.8,
"distances_to_centroid": {
"Boseong": 5556.2,
"Dade": 3769.8,
"Māngrol": 835.7,
"Hòa Bình": 3332.5,
"Nova Granada": 14053.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Boseong: (34.77°, 127.08°)",
" Dade: (31.21°, 108.34°)",
" Māngrol: (25.33°, 76.51°)",
" Hòa Bình: (20.82°, 105.34°)",
" Nova Granada: (-20.53°, -49.31°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nova Granada: 14053.3 km from centroid",
" Boseong: 5556.2 km from centroid",
" Dade: 3769.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nova Granada",
"FINAL ANSWER: Nova Granada"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.86472,
"lon": 174.64768,
"name": "Te Atatu South"
},
{
"lat": -31.91099,
"lon": 152.45387,
"name": "Taree"
},
{
"lat": -37.65,
"lon": 145.03333,
"name": "Epping"
},
{
"lat": -37.86667,
"lon": 145.06667,
"name": "Glen Iris"
},
{
"lat": -17.13806,
"lon": -49.98806,
"name": "Indiara"
}
],
"question": "Which location is the geographic outlier among: Te Atatu South, Taree, Epping, Glen Iris, Indiara?",
"ground_truth": {
"answer": "Indiara",
"outlier_distance_km": 14243.0,
"second_furthest_km": 5531.0,
"clarity_ratio": 2.58,
"median_distance_km": 3654.3,
"distances_to_centroid": {
"Te Atatu South": 5531.0,
"Taree": 3654.3,
"Epping": 2925.2,
"Glen Iris": 2929.1,
"Indiara": 14243.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Te Atatu South: (-36.86°, 174.65°)",
" Taree: (-31.91°, 152.45°)",
" Epping: (-37.65°, 145.03°)",
" Glen Iris: (-37.87°, 145.07°)",
" Indiara: (-17.14°, -49.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Indiara: 14243.0 km from centroid",
" Te Atatu South: 5531.0 km from centroid",
" Taree: 3654.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Indiara",
"FINAL ANSWER: Indiara"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -7.09639,
"lon": -35.23278,
"name": "Sapé"
},
{
"lat": -22.99835,
"lon": -43.36545,
"name": "Barra da Tijuca"
},
{
"lat": -30.00018,
"lon": -51.07632,
"name": "Alvorada"
},
{
"lat": -8.96389,
"lon": -37.62833,
"name": "Manari"
},
{
"lat": 30.71877,
"lon": 31.56299,
"name": "Al Ibrāhīmīyah"
}
],
"question": "Which location is the geographic outlier among: Sapé, Barra da Tijuca, Alvorada, Manari, Al Ibrāhīmīyah?",
"ground_truth": {
"answer": "Al Ibrāhīmīyah",
"outlier_distance_km": 7563.2,
"second_furthest_km": 3519.8,
"clarity_ratio": 2.15,
"median_distance_km": 2430.4,
"distances_to_centroid": {
"Sapé": 893.8,
"Barra da Tijuca": 2430.4,
"Alvorada": 3519.8,
"Manari": 1162.0,
"Al Ibrāhīmīyah": 7563.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sapé: (-7.10°, -35.23°)",
" Barra da Tijuca: (-23.00°, -43.37°)",
" Alvorada: (-30.00°, -51.08°)",
" Manari: (-8.96°, -37.63°)",
" Al Ibrāhīmīyah: (30.72°, 31.56°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Al Ibrāhīmīyah: 7563.2 km from centroid",
" Alvorada: 3519.8 km from centroid",
" Barra da Tijuca: 2430.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Al Ibrāhīmīyah",
"FINAL ANSWER: Al Ibrāhīmīyah"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 30.85711,
"lon": 32.31183,
"name": "Al Qanţarah"
},
{
"lat": 11.28333,
"lon": 36.21667,
"name": "Mambuk"
},
{
"lat": -25.68991,
"lon": 30.03504,
"name": "Belfast"
},
{
"lat": 8.72851,
"lon": 5.75561,
"name": "Patigi"
},
{
"lat": -5.0925,
"lon": -80.1625,
"name": "Chulucanas"
}
],
"question": "Which location is the geographic outlier among: Al Qanţarah, Mambuk, Belfast, Patigi, Chulucanas?",
"ground_truth": {
"answer": "Chulucanas",
"outlier_distance_km": 9494.2,
"second_furthest_km": 4277.1,
"clarity_ratio": 2.22,
"median_distance_km": 4145.7,
"distances_to_centroid": {
"Al Qanţarah": 4145.7,
"Mambuk": 3548.8,
"Belfast": 4277.1,
"Patigi": 533.7,
"Chulucanas": 9494.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Al Qanţarah: (30.86°, 32.31°)",
" Mambuk: (11.28°, 36.22°)",
" Belfast: (-25.69°, 30.04°)",
" Patigi: (8.73°, 5.76°)",
" Chulucanas: (-5.09°, -80.16°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Chulucanas: 9494.2 km from centroid",
" Belfast: 4277.1 km from centroid",
" Al Qanţarah: 4145.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Chulucanas",
"FINAL ANSWER: Chulucanas"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -41.31946,
"lon": -72.98538,
"name": "Puerto Varas"
},
{
"lat": -23.64889,
"lon": -46.85222,
"name": "Embu das Artes"
},
{
"lat": -20.76361,
"lon": -41.53306,
"name": "Alegre"
},
{
"lat": -22.74389,
"lon": -43.7075,
"name": "Seropédica"
},
{
"lat": 41.31755,
"lon": -81.34539,
"name": "Aurora"
}
],
"question": "Which location is the geographic outlier among: Puerto Varas, Embu das Artes, Alegre, Seropédica, Aurora?",
"ground_truth": {
"answer": "Aurora",
"outlier_distance_km": 6570.6,
"second_furthest_km": 3453.9,
"clarity_ratio": 1.9,
"median_distance_km": 1860.3,
"distances_to_centroid": {
"Puerto Varas": 3453.9,
"Embu das Artes": 1579.8,
"Alegre": 1860.3,
"Seropédica": 1767.7,
"Aurora": 6570.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Puerto Varas: (-41.32°, -72.99°)",
" Embu das Artes: (-23.65°, -46.85°)",
" Alegre: (-20.76°, -41.53°)",
" Seropédica: (-22.74°, -43.71°)",
" Aurora: (41.32°, -81.35°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Aurora: 6570.6 km from centroid",
" Puerto Varas: 3453.9 km from centroid",
" Alegre: 1860.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Aurora",
"FINAL ANSWER: Aurora"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.93964,
"lon": 9.25995,
"name": "Marbach am Neckar"
},
{
"lat": 42.82562,
"lon": -1.61671,
"name": "Burlata"
},
{
"lat": 44.74471,
"lon": -0.68194,
"name": "Cestas"
},
{
"lat": 51.41505,
"lon": -0.0927,
"name": "Upper Norwood"
},
{
"lat": -34.28853,
"lon": 146.05093,
"name": "Griffith"
}
],
"question": "Which location is the geographic outlier among: Marbach am Neckar, Burlata, Cestas, Upper Norwood, Griffith?",
"ground_truth": {
"answer": "Griffith",
"outlier_distance_km": 14053.6,
"second_furthest_km": 3405.6,
"clarity_ratio": 4.13,
"median_distance_km": 3142.3,
"distances_to_centroid": {
"Marbach am Neckar": 2704.4,
"Burlata": 3142.3,
"Cestas": 3132.3,
"Upper Norwood": 3405.6,
"Griffith": 14053.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Marbach am Neckar: (48.94°, 9.26°)",
" Burlata: (42.83°, -1.62°)",
" Cestas: (44.74°, -0.68°)",
" Upper Norwood: (51.42°, -0.09°)",
" Griffith: (-34.29°, 146.05°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Griffith: 14053.6 km from centroid",
" Upper Norwood: 3405.6 km from centroid",
" Burlata: 3142.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Griffith",
"FINAL ANSWER: Griffith"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 12.11667,
"lon": 37.78333,
"name": "Ādīs Zemen"
},
{
"lat": 30.90711,
"lon": 32.02341,
"name": "Munsha‘at Abū ‘Umar"
},
{
"lat": 25.29336,
"lon": 32.55402,
"name": "Esna"
},
{
"lat": 12.37299,
"lon": 14.2069,
"name": "Gamboru"
},
{
"lat": 34.81667,
"lon": 137.4,
"name": "Toyokawa"
}
],
"question": "Which location is the geographic outlier among: Ādīs Zemen, Munsha‘at Abū ‘Umar, Esna, Gamboru, Toyokawa?",
"ground_truth": {
"answer": "Toyokawa",
"outlier_distance_km": 8274.2,
"second_furthest_km": 4041.1,
"clarity_ratio": 2.05,
"median_distance_km": 2048.3,
"distances_to_centroid": {
"Ādīs Zemen": 1839.8,
"Munsha‘at Abū ‘Umar": 2048.3,
"Esna": 1864.4,
"Gamboru": 4041.1,
"Toyokawa": 8274.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ādīs Zemen: (12.12°, 37.78°)",
" Munsha‘at Abū ‘Umar: (30.91°, 32.02°)",
" Esna: (25.29°, 32.55°)",
" Gamboru: (12.37°, 14.21°)",
" Toyokawa: (34.82°, 137.40°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Toyokawa: 8274.2 km from centroid",
" Gamboru: 4041.1 km from centroid",
" Munsha‘at Abū ‘Umar: 2048.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Toyokawa",
"FINAL ANSWER: Toyokawa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -14.3125,
"lon": -39.32333,
"name": "Ubaitaba"
},
{
"lat": -23.63083,
"lon": -46.59817,
"name": "Sacomã"
},
{
"lat": -5.14556,
"lon": -38.09806,
"name": "Limoeiro do Norte"
},
{
"lat": -2.18611,
"lon": -56.71306,
"name": "Nhamundá"
},
{
"lat": 52.66917,
"lon": 4.70417,
"name": "Bergen"
}
],
"question": "Which location is the geographic outlier among: Ubaitaba, Sacomã, Limoeiro do Norte, Nhamundá, Bergen?",
"ground_truth": {
"answer": "Bergen",
"outlier_distance_km": 6777.7,
"second_furthest_km": 3051.8,
"clarity_ratio": 2.22,
"median_distance_km": 2425.5,
"distances_to_centroid": {
"Ubaitaba": 1813.5,
"Sacomã": 3051.8,
"Limoeiro do Norte": 803.6,
"Nhamundá": 2425.5,
"Bergen": 6777.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ubaitaba: (-14.31°, -39.32°)",
" Sacomã: (-23.63°, -46.60°)",
" Limoeiro do Norte: (-5.15°, -38.10°)",
" Nhamundá: (-2.19°, -56.71°)",
" Bergen: (52.67°, 4.70°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bergen: 6777.7 km from centroid",
" Sacomã: 3051.8 km from centroid",
" Nhamundá: 2425.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bergen",
"FINAL ANSWER: Bergen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 26.12705,
"lon": 83.89148,
"name": "Bilthra"
},
{
"lat": 23.67595,
"lon": 91.28325,
"name": "Bisālgarh"
},
{
"lat": 30.12796,
"lon": 77.28371,
"name": "Yamuna Nagar"
},
{
"lat": 37.31739,
"lon": 79.70532,
"name": "Puqiakeqi"
},
{
"lat": -37.81992,
"lon": 145.0358,
"name": "Hawthorn"
}
],
"question": "Which location is the geographic outlier among: Bilthra, Bisālgarh, Yamuna Nagar, Puqiakeqi, Hawthorn?",
"ground_truth": {
"answer": "Hawthorn",
"outlier_distance_km": 7901.2,
"second_furthest_km": 2841.3,
"clarity_ratio": 2.78,
"median_distance_km": 2435.0,
"distances_to_centroid": {
"Bilthra": 1651.6,
"Bisālgarh": 969.1,
"Yamuna Nagar": 2435.0,
"Puqiakeqi": 2841.3,
"Hawthorn": 7901.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bilthra: (26.13°, 83.89°)",
" Bisālgarh: (23.68°, 91.28°)",
" Yamuna Nagar: (30.13°, 77.28°)",
" Puqiakeqi: (37.32°, 79.71°)",
" Hawthorn: (-37.82°, 145.04°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hawthorn: 7901.2 km from centroid",
" Puqiakeqi: 2841.3 km from centroid",
" Yamuna Nagar: 2435.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hawthorn",
"FINAL ANSWER: Hawthorn"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -12.05048,
"lon": -76.97335,
"name": "Santa Anita - Los Ficus"
},
{
"lat": -29.44806,
"lon": -50.58361,
"name": "São Francisco de Paula"
},
{
"lat": -17.345,
"lon": -44.94194,
"name": "Pirapora"
},
{
"lat": -10.34472,
"lon": -39.83556,
"name": "Andorinha"
},
{
"lat": 49.12426,
"lon": 8.59804,
"name": "Bruchsal"
}
],
"question": "Which location is the geographic outlier among: Santa Anita - Los Ficus, São Francisco de Paula, Pirapora, Andorinha, Bruchsal?",
"ground_truth": {
"answer": "Bruchsal",
"outlier_distance_km": 7576.4,
"second_furthest_km": 4082.8,
"clarity_ratio": 1.86,
"median_distance_km": 3012.1,
"distances_to_centroid": {
"Santa Anita - Los Ficus": 4082.8,
"São Francisco de Paula": 3012.1,
"Pirapora": 1551.4,
"Andorinha": 711.2,
"Bruchsal": 7576.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Santa Anita - Los Ficus: (-12.05°, -76.97°)",
" São Francisco de Paula: (-29.45°, -50.58°)",
" Pirapora: (-17.34°, -44.94°)",
" Andorinha: (-10.34°, -39.84°)",
" Bruchsal: (49.12°, 8.60°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bruchsal: 7576.4 km from centroid",
" Santa Anita - Los Ficus: 4082.8 km from centroid",
" São Francisco de Paula: 3012.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bruchsal",
"FINAL ANSWER: Bruchsal"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 18.50246,
"lon": -98.75358,
"name": "Axochiapan"
},
{
"lat": 34.77453,
"lon": -96.67834,
"name": "Ada"
},
{
"lat": 38.784,
"lon": -77.46971,
"name": "Manassas Park"
},
{
"lat": 19.13325,
"lon": -97.64167,
"name": "San Salvador El Seco"
},
{
"lat": 43.38285,
"lon": -3.22043,
"name": "Castro-Urdiales"
}
],
"question": "Which location is the geographic outlier among: Axochiapan, Ada, Manassas Park, San Salvador El Seco, Castro-Urdiales?",
"ground_truth": {
"answer": "Castro-Urdiales",
"outlier_distance_km": 6294.2,
"second_furthest_km": 2780.3,
"clarity_ratio": 2.26,
"median_distance_km": 2644.1,
"distances_to_centroid": {
"Axochiapan": 2780.3,
"Ada": 2088.3,
"Manassas Park": 909.3,
"San Salvador El Seco": 2644.1,
"Castro-Urdiales": 6294.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Axochiapan: (18.50°, -98.75°)",
" Ada: (34.77°, -96.68°)",
" Manassas Park: (38.78°, -77.47°)",
" San Salvador El Seco: (19.13°, -97.64°)",
" Castro-Urdiales: (43.38°, -3.22°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Castro-Urdiales: 6294.2 km from centroid",
" Axochiapan: 2780.3 km from centroid",
" San Salvador El Seco: 2644.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Castro-Urdiales",
"FINAL ANSWER: Castro-Urdiales"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -28.21298,
"lon": 153.53634,
"name": "Banora Point"
},
{
"lat": -37.81667,
"lon": 144.75,
"name": "Truganina"
},
{
"lat": -36.9682,
"lon": 174.84019,
"name": "Papatoetoe"
},
{
"lat": -36.9382,
"lon": 174.84019,
"name": "Otahuhu"
},
{
"lat": 11.19152,
"lon": 40.01675,
"name": "Batī"
}
],
"question": "Which location is the geographic outlier among: Banora Point, Truganina, Papatoetoe, Otahuhu, Batī?",
"ground_truth": {
"answer": "Batī",
"outlier_distance_km": 11296.1,
"second_furthest_km": 3722.2,
"clarity_ratio": 3.03,
"median_distance_km": 3721.6,
"distances_to_centroid": {
"Banora Point": 1601.8,
"Truganina": 1501.3,
"Papatoetoe": 3722.2,
"Otahuhu": 3721.6,
"Batī": 11296.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Banora Point: (-28.21°, 153.54°)",
" Truganina: (-37.82°, 144.75°)",
" Papatoetoe: (-36.97°, 174.84°)",
" Otahuhu: (-36.94°, 174.84°)",
" Batī: (11.19°, 40.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Batī: 11296.1 km from centroid",
" Papatoetoe: 3722.2 km from centroid",
" Otahuhu: 3721.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Batī",
"FINAL ANSWER: Batī"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 9.31387,
"lon": 42.11815,
"name": "Harar"
},
{
"lat": 30.72508,
"lon": 31.67148,
"name": "Abū Kabīr"
},
{
"lat": 10.31032,
"lon": 9.84388,
"name": "Bauchi"
},
{
"lat": 31.61166,
"lon": 25.92539,
"name": "Sīdī Barānī"
},
{
"lat": 13.08449,
"lon": 79.67053,
"name": "Arakkonam"
}
],
"question": "Which location is the geographic outlier among: Harar, Abū Kabīr, Bauchi, Sīdī Barānī, Arakkonam?",
"ground_truth": {
"answer": "Arakkonam",
"outlier_distance_km": 4507.4,
"second_furthest_km": 3158.6,
"clarity_ratio": 1.43,
"median_distance_km": 1840.9,
"distances_to_centroid": {
"Harar": 1172.1,
"Abū Kabīr": 1443.2,
"Bauchi": 3158.6,
"Sīdī Barānī": 1840.9,
"Arakkonam": 4507.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Harar: (9.31°, 42.12°)",
" Abū Kabīr: (30.73°, 31.67°)",
" Bauchi: (10.31°, 9.84°)",
" Sīdī Barānī: (31.61°, 25.93°)",
" Arakkonam: (13.08°, 79.67°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Arakkonam: 4507.4 km from centroid",
" Bauchi: 3158.6 km from centroid",
" Sīdī Barānī: 1840.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Arakkonam",
"FINAL ANSWER: Arakkonam"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.81667,
"lon": 144.9,
"name": "Yarraville"
},
{
"lat": -37.2,
"lon": 174.95,
"name": "Pukekohe East"
},
{
"lat": -39.06667,
"lon": 174.08333,
"name": "New Plymouth"
},
{
"lat": -38.02388,
"lon": 144.40617,
"name": "Lara"
},
{
"lat": 51.33678,
"lon": -0.11201,
"name": "Purley"
}
],
"question": "Which location is the geographic outlier among: Yarraville, Pukekohe East, New Plymouth, Lara, Purley?",
"ground_truth": {
"answer": "Purley",
"outlier_distance_km": 14334.6,
"second_furthest_km": 4928.9,
"clarity_ratio": 2.91,
"median_distance_km": 4891.7,
"distances_to_centroid": {
"Yarraville": 2574.1,
"Pukekohe East": 4928.9,
"New Plymouth": 4891.7,
"Lara": 2560.2,
"Purley": 14334.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Yarraville: (-37.82°, 144.90°)",
" Pukekohe East: (-37.20°, 174.95°)",
" New Plymouth: (-39.07°, 174.08°)",
" Lara: (-38.02°, 144.41°)",
" Purley: (51.34°, -0.11°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Purley: 14334.6 km from centroid",
" Pukekohe East: 4928.9 km from centroid",
" New Plymouth: 4891.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Purley",
"FINAL ANSWER: Purley"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -36.93754,
"lon": 174.65584,
"name": "Titirangi"
},
{
"lat": -41.43876,
"lon": 147.13467,
"name": "Launceston"
},
{
"lat": -27.63917,
"lon": 153.10944,
"name": "Logan City"
},
{
"lat": -37.81501,
"lon": 144.96657,
"name": "Melbourne City Centre"
},
{
"lat": 35.64595,
"lon": 139.7155,
"name": "Ebisu"
}
],
"question": "Which location is the geographic outlier among: Titirangi, Launceston, Logan City, Melbourne City Centre, Ebisu?",
"ground_truth": {
"answer": "Ebisu",
"outlier_distance_km": 6497.9,
"second_furthest_km": 2772.4,
"clarity_ratio": 2.34,
"median_distance_km": 2247.0,
"distances_to_centroid": {
"Titirangi": 2772.4,
"Launceston": 2247.0,
"Logan City": 678.2,
"Melbourne City Centre": 1918.4,
"Ebisu": 6497.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Titirangi: (-36.94°, 174.66°)",
" Launceston: (-41.44°, 147.13°)",
" Logan City: (-27.64°, 153.11°)",
" Melbourne City Centre: (-37.82°, 144.97°)",
" Ebisu: (35.65°, 139.72°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Ebisu: 6497.9 km from centroid",
" Titirangi: 2772.4 km from centroid",
" Launceston: 2247.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Ebisu",
"FINAL ANSWER: Ebisu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.73333,
"lon": 144.8,
"name": "Saint Albans"
},
{
"lat": -33.88834,
"lon": 151.12274,
"name": "Ashfield"
},
{
"lat": -25.28762,
"lon": 152.76936,
"name": "Hervey Bay"
},
{
"lat": -37.98333,
"lon": 145.2,
"name": "Dandenong"
},
{
"lat": 41.82399,
"lon": -71.41283,
"name": "Providence"
}
],
"question": "Which location is the geographic outlier among: Saint Albans, Ashfield, Hervey Bay, Dandenong, Providence?",
"ground_truth": {
"answer": "Providence",
"outlier_distance_km": 17405.3,
"second_furthest_km": 5007.8,
"clarity_ratio": 3.48,
"median_distance_km": 4902.7,
"distances_to_centroid": {
"Saint Albans": 4439.1,
"Ashfield": 4902.7,
"Hervey Bay": 5007.8,
"Dandenong": 4480.9,
"Providence": 17405.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Saint Albans: (-37.73°, 144.80°)",
" Ashfield: (-33.89°, 151.12°)",
" Hervey Bay: (-25.29°, 152.77°)",
" Dandenong: (-37.98°, 145.20°)",
" Providence: (41.82°, -71.41°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Providence: 17405.3 km from centroid",
" Hervey Bay: 5007.8 km from centroid",
" Ashfield: 4902.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Providence",
"FINAL ANSWER: Providence"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.65,
"lon": 145.03333,
"name": "Epping"
},
{
"lat": -27.44187,
"lon": 152.93861,
"name": "The Gap"
},
{
"lat": -38.07758,
"lon": 145.29871,
"name": "Cranbourne North"
},
{
"lat": -26.68443,
"lon": 153.05705,
"name": "Buderim"
},
{
"lat": 19.45229,
"lon": -96.96148,
"name": "Coatepec"
}
],
"question": "Which location is the geographic outlier among: Epping, The Gap, Cranbourne North, Buderim, Coatepec?",
"ground_truth": {
"answer": "Coatepec",
"outlier_distance_km": 18241.5,
"second_furthest_km": 5373.0,
"clarity_ratio": 3.4,
"median_distance_km": 5352.1,
"distances_to_centroid": {
"Epping": 4633.7,
"The Gap": 5352.1,
"Cranbourne North": 4664.1,
"Buderim": 5373.0,
"Coatepec": 18241.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Epping: (-37.65°, 145.03°)",
" The Gap: (-27.44°, 152.94°)",
" Cranbourne North: (-38.08°, 145.30°)",
" Buderim: (-26.68°, 153.06°)",
" Coatepec: (19.45°, -96.96°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Coatepec: 18241.5 km from centroid",
" Buderim: 5373.0 km from centroid",
" The Gap: 5352.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Coatepec",
"FINAL ANSWER: Coatepec"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.03857,
"lon": 151.10005,
"name": "Miranda"
},
{
"lat": -37.75,
"lon": 144.96667,
"name": "Coburg"
},
{
"lat": -38.07018,
"lon": 145.47411,
"name": "Pakenham"
},
{
"lat": -37.83634,
"lon": 144.65952,
"name": "Tarneit"
},
{
"lat": 35.80167,
"lon": 128.50083,
"name": "Hwawŏn"
}
],
"question": "Which location is the geographic outlier among: Miranda, Coburg, Pakenham, Tarneit, Hwawŏn?",
"ground_truth": {
"answer": "Hwawŏn",
"outlier_distance_km": 6645.5,
"second_furthest_km": 1761.5,
"clarity_ratio": 3.77,
"median_distance_km": 1726.7,
"distances_to_centroid": {
"Miranda": 1521.8,
"Coburg": 1720.2,
"Pakenham": 1761.5,
"Tarneit": 1726.7,
"Hwawŏn": 6645.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Miranda: (-34.04°, 151.10°)",
" Coburg: (-37.75°, 144.97°)",
" Pakenham: (-38.07°, 145.47°)",
" Tarneit: (-37.84°, 144.66°)",
" Hwawŏn: (35.80°, 128.50°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hwawŏn: 6645.5 km from centroid",
" Pakenham: 1761.5 km from centroid",
" Tarneit: 1726.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hwawŏn",
"FINAL ANSWER: Hwawŏn"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.79798,
"lon": 151.28826,
"name": "Manly"
},
{
"lat": -33.79068,
"lon": 150.6693,
"name": "Glenmore Park"
},
{
"lat": -21.15345,
"lon": 149.16554,
"name": "Mackay"
},
{
"lat": -28.21298,
"lon": 153.53634,
"name": "Banora Point"
},
{
"lat": -22.07889,
"lon": -54.78944,
"name": "Itaporã"
}
],
"question": "Which location is the geographic outlier among: Manly, Glenmore Park, Mackay, Banora Point, Itaporã?",
"ground_truth": {
"answer": "Itaporã",
"outlier_distance_km": 14231.7,
"second_furthest_km": 4253.0,
"clarity_ratio": 3.35,
"median_distance_km": 4017.4,
"distances_to_centroid": {
"Manly": 3975.1,
"Glenmore Park": 3917.9,
"Mackay": 4017.4,
"Banora Point": 4253.0,
"Itaporã": 14231.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Manly: (-33.80°, 151.29°)",
" Glenmore Park: (-33.79°, 150.67°)",
" Mackay: (-21.15°, 149.17°)",
" Banora Point: (-28.21°, 153.54°)",
" Itaporã: (-22.08°, -54.79°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Itaporã: 14231.7 km from centroid",
" Banora Point: 4253.0 km from centroid",
" Mackay: 4017.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Itaporã",
"FINAL ANSWER: Itaporã"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -20.89611,
"lon": -51.37944,
"name": "Andradina"
},
{
"lat": -37.15276,
"lon": -58.48838,
"name": "Ayacucho"
},
{
"lat": -5.89056,
"lon": -38.62194,
"name": "Jaguaribe"
},
{
"lat": -23.51,
"lon": -46.41566,
"name": "Vila Curuca"
},
{
"lat": 42.69764,
"lon": 2.89541,
"name": "Perpignan"
}
],
"question": "Which location is the geographic outlier among: Andradina, Ayacucho, Jaguaribe, Vila Curuca, Perpignan?",
"ground_truth": {
"answer": "Perpignan",
"outlier_distance_km": 7105.4,
"second_furthest_km": 3730.7,
"clarity_ratio": 1.9,
"median_distance_km": 1923.4,
"distances_to_centroid": {
"Andradina": 1923.4,
"Ayacucho": 3730.7,
"Jaguaribe": 341.1,
"Vila Curuca": 1829.7,
"Perpignan": 7105.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Andradina: (-20.90°, -51.38°)",
" Ayacucho: (-37.15°, -58.49°)",
" Jaguaribe: (-5.89°, -38.62°)",
" Vila Curuca: (-23.51°, -46.42°)",
" Perpignan: (42.70°, 2.90°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Perpignan: 7105.4 km from centroid",
" Ayacucho: 3730.7 km from centroid",
" Andradina: 1923.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Perpignan",
"FINAL ANSWER: Perpignan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.7511,
"lon": 151.28886,
"name": "Dee Why"
},
{
"lat": -37.73333,
"lon": 144.93333,
"name": "Pascoe Vale"
},
{
"lat": -37.71667,
"lon": 145.0,
"name": "Reservoir"
},
{
"lat": -33.79176,
"lon": 151.08057,
"name": "Eastwood"
},
{
"lat": 42.37537,
"lon": -72.51925,
"name": "Amherst Center"
}
],
"question": "Which location is the geographic outlier among: Dee Why, Pascoe Vale, Reservoir, Eastwood, Amherst Center?",
"ground_truth": {
"answer": "Amherst Center",
"outlier_distance_km": 17518.8,
"second_furthest_km": 4884.1,
"clarity_ratio": 3.59,
"median_distance_km": 4865.4,
"distances_to_centroid": {
"Dee Why": 4884.1,
"Pascoe Vale": 4396.6,
"Reservoir": 4401.8,
"Eastwood": 4865.4,
"Amherst Center": 17518.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Dee Why: (-33.75°, 151.29°)",
" Pascoe Vale: (-37.73°, 144.93°)",
" Reservoir: (-37.72°, 145.00°)",
" Eastwood: (-33.79°, 151.08°)",
" Amherst Center: (42.38°, -72.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Amherst Center: 17518.8 km from centroid",
" Dee Why: 4884.1 km from centroid",
" Eastwood: 4865.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Amherst Center",
"FINAL ANSWER: Amherst Center"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 46.8458,
"lon": -1.87942,
"name": "Challans"
},
{
"lat": 55.7,
"lon": 37.46667,
"name": "Amin’yevo"
},
{
"lat": 40.44682,
"lon": -3.70347,
"name": "Cuatro Caminos"
},
{
"lat": 45.52569,
"lon": 4.87484,
"name": "Vienne"
},
{
"lat": -38.1,
"lon": 145.13333,
"name": "Seaford"
}
],
"question": "Which location is the geographic outlier among: Challans, Amin’yevo, Cuatro Caminos, Vienne, Seaford?",
"ground_truth": {
"answer": "Seaford",
"outlier_distance_km": 13553.1,
"second_furthest_km": 3780.8,
"clarity_ratio": 3.58,
"median_distance_km": 3765.0,
"distances_to_centroid": {
"Challans": 3765.0,
"Amin’yevo": 2849.7,
"Cuatro Caminos": 3780.8,
"Vienne": 3225.6,
"Seaford": 13553.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Challans: (46.85°, -1.88°)",
" Amin’yevo: (55.70°, 37.47°)",
" Cuatro Caminos: (40.45°, -3.70°)",
" Vienne: (45.53°, 4.87°)",
" Seaford: (-38.10°, 145.13°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Seaford: 13553.1 km from centroid",
" Cuatro Caminos: 3780.8 km from centroid",
" Challans: 3765.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Seaford",
"FINAL ANSWER: Seaford"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -35.4232,
"lon": -71.64974,
"name": "Talca"
},
{
"lat": -13.07541,
"lon": -76.31719,
"name": "Nuevo Imperial"
},
{
"lat": -7.54528,
"lon": -35.7075,
"name": "Aroeiras"
},
{
"lat": -23.52508,
"lon": -46.63889,
"name": "Bom Retiro"
},
{
"lat": 21.6,
"lon": 109.71667,
"name": "Shankou"
}
],
"question": "Which location is the geographic outlier among: Talca, Nuevo Imperial, Aroeiras, Bom Retiro, Shankou?",
"ground_truth": {
"answer": "Shankou",
"outlier_distance_km": 14990.6,
"second_furthest_km": 5662.7,
"clarity_ratio": 2.65,
"median_distance_km": 5453.5,
"distances_to_centroid": {
"Talca": 5453.5,
"Nuevo Imperial": 5662.7,
"Aroeiras": 1347.7,
"Bom Retiro": 2725.1,
"Shankou": 14990.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Talca: (-35.42°, -71.65°)",
" Nuevo Imperial: (-13.08°, -76.32°)",
" Aroeiras: (-7.55°, -35.71°)",
" Bom Retiro: (-23.53°, -46.64°)",
" Shankou: (21.60°, 109.72°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Shankou: 14990.6 km from centroid",
" Nuevo Imperial: 5662.7 km from centroid",
" Talca: 5453.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Shankou",
"FINAL ANSWER: Shankou"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.96649,
"lon": 145.2081,
"name": "Dandenong North"
},
{
"lat": -33.9205,
"lon": 151.25522,
"name": "Coogee"
},
{
"lat": -37.70988,
"lon": 144.75483,
"name": "Taylors Hill"
},
{
"lat": -27.96724,
"lon": 153.39796,
"name": "Southport"
},
{
"lat": 7.15139,
"lon": 37.17184,
"name": "Tarch’a Sodo"
}
],
"question": "Which location is the geographic outlier among: Dandenong North, Coogee, Taylors Hill, Southport, Tarch’a Sodo?",
"ground_truth": {
"answer": "Tarch’a Sodo",
"outlier_distance_km": 10275.7,
"second_furthest_km": 2681.2,
"clarity_ratio": 3.83,
"median_distance_km": 2543.0,
"distances_to_centroid": {
"Dandenong North": 2207.2,
"Coogee": 2543.0,
"Taylors Hill": 2158.3,
"Southport": 2681.2,
"Tarch’a Sodo": 10275.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Dandenong North: (-37.97°, 145.21°)",
" Coogee: (-33.92°, 151.26°)",
" Taylors Hill: (-37.71°, 144.75°)",
" Southport: (-27.97°, 153.40°)",
" Tarch’a Sodo: (7.15°, 37.17°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tarch’a Sodo: 10275.7 km from centroid",
" Southport: 2681.2 km from centroid",
" Coogee: 2543.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tarch’a Sodo",
"FINAL ANSWER: Tarch’a Sodo"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 49.76741,
"lon": -94.48985,
"name": "Kenora"
},
{
"lat": 42.18169,
"lon": -87.80034,
"name": "Highland Park"
},
{
"lat": 49.01667,
"lon": -123.08333,
"name": "Tsawwassen"
},
{
"lat": 33.56504,
"lon": -117.72712,
"name": "Aliso Viejo"
},
{
"lat": 12.91808,
"lon": 79.27756,
"name": "Vishāram"
}
],
"question": "Which location is the geographic outlier among: Kenora, Highland Park, Tsawwassen, Aliso Viejo, Vishāram?",
"ground_truth": {
"answer": "Vishāram",
"outlier_distance_km": 13492.3,
"second_furthest_km": 4478.1,
"clarity_ratio": 3.01,
"median_distance_km": 4402.6,
"distances_to_centroid": {
"Kenora": 2460.7,
"Highland Park": 1702.8,
"Tsawwassen": 4478.1,
"Aliso Viejo": 4402.6,
"Vishāram": 13492.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kenora: (49.77°, -94.49°)",
" Highland Park: (42.18°, -87.80°)",
" Tsawwassen: (49.02°, -123.08°)",
" Aliso Viejo: (33.57°, -117.73°)",
" Vishāram: (12.92°, 79.28°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Vishāram: 13492.3 km from centroid",
" Tsawwassen: 4478.1 km from centroid",
" Aliso Viejo: 4402.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Vishāram",
"FINAL ANSWER: Vishāram"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -34.92866,
"lon": 138.59863,
"name": "Adelaide"
},
{
"lat": -37.68333,
"lon": 145.01667,
"name": "Thomastown"
},
{
"lat": -34.92873,
"lon": 138.60334,
"name": "Adelaide city centre"
},
{
"lat": -37.81667,
"lon": 144.9,
"name": "Yarraville"
},
{
"lat": 31.31146,
"lon": 31.14766,
"name": "Al Ḩāmūl"
}
],
"question": "Which location is the geographic outlier among: Adelaide, Thomastown, Adelaide city centre, Yarraville, Al Ḩāmūl?",
"ground_truth": {
"answer": "Al Ḩāmūl",
"outlier_distance_km": 11166.6,
"second_furthest_km": 2928.9,
"clarity_ratio": 3.81,
"median_distance_km": 2926.6,
"distances_to_centroid": {
"Adelaide": 2277.7,
"Thomastown": 2928.9,
"Adelaide city centre": 2278.1,
"Yarraville": 2926.6,
"Al Ḩāmūl": 11166.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Adelaide: (-34.93°, 138.60°)",
" Thomastown: (-37.68°, 145.02°)",
" Adelaide city centre: (-34.93°, 138.60°)",
" Yarraville: (-37.82°, 144.90°)",
" Al Ḩāmūl: (31.31°, 31.15°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Al Ḩāmūl: 11166.6 km from centroid",
" Thomastown: 2928.9 km from centroid",
" Yarraville: 2926.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Al Ḩāmūl",
"FINAL ANSWER: Al Ḩāmūl"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 4.39462,
"lon": -76.0715,
"name": "Zarzal"
},
{
"lat": -9.335,
"lon": -50.35,
"name": "Santana do Araguaia"
},
{
"lat": -34.57365,
"lon": -58.44924,
"name": "Colegiales"
},
{
"lat": -16.08333,
"lon": -69.66667,
"name": "Ilave"
},
{
"lat": -38.05916,
"lon": 145.40947,
"name": "Officer"
}
],
"question": "Which location is the geographic outlier among: Zarzal, Santana do Araguaia, Colegiales, Ilave, Officer?",
"ground_truth": {
"answer": "Officer",
"outlier_distance_km": 13560.9,
"second_furthest_km": 6470.3,
"clarity_ratio": 2.1,
"median_distance_km": 5069.9,
"distances_to_centroid": {
"Zarzal": 6470.3,
"Santana do Araguaia": 3243.9,
"Colegiales": 4013.3,
"Ilave": 5069.9,
"Officer": 13560.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Zarzal: (4.39°, -76.07°)",
" Santana do Araguaia: (-9.34°, -50.35°)",
" Colegiales: (-34.57°, -58.45°)",
" Ilave: (-16.08°, -69.67°)",
" Officer: (-38.06°, 145.41°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Officer: 13560.9 km from centroid",
" Zarzal: 6470.3 km from centroid",
" Ilave: 5069.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Officer",
"FINAL ANSWER: Officer"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -2.04639,
"lon": -47.55056,
"name": "Mãe do Rio"
},
{
"lat": -10.28139,
"lon": -37.01861,
"name": "Aquidabã"
},
{
"lat": -35.6593,
"lon": -63.75787,
"name": "General Pico"
},
{
"lat": -10.5075,
"lon": -39.01583,
"name": "Euclides da Cunha"
},
{
"lat": 7.8275,
"lon": 123.4782,
"name": "Muricay"
}
],
"question": "Which location is the geographic outlier among: Mãe do Rio, Aquidabã, General Pico, Euclides da Cunha, Muricay?",
"ground_truth": {
"answer": "Muricay",
"outlier_distance_km": 15206.6,
"second_furthest_km": 5859.3,
"clarity_ratio": 2.6,
"median_distance_km": 3945.1,
"distances_to_centroid": {
"Mãe do Rio": 3945.1,
"Aquidabã": 2652.7,
"General Pico": 5859.3,
"Euclides da Cunha": 2870.3,
"Muricay": 15206.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Mãe do Rio: (-2.05°, -47.55°)",
" Aquidabã: (-10.28°, -37.02°)",
" General Pico: (-35.66°, -63.76°)",
" Euclides da Cunha: (-10.51°, -39.02°)",
" Muricay: (7.83°, 123.48°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Muricay: 15206.6 km from centroid",
" General Pico: 5859.3 km from centroid",
" Mãe do Rio: 3945.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Muricay",
"FINAL ANSWER: Muricay"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 4.96531,
"lon": -73.91301,
"name": "Tocancipá"
},
{
"lat": -23.66778,
"lon": -46.46139,
"name": "Mauá"
},
{
"lat": -19.7625,
"lon": -44.31389,
"name": "Esmeraldas"
},
{
"lat": -34.5627,
"lon": -58.45829,
"name": "Belgrano"
},
{
"lat": 35.70749,
"lon": 139.7788,
"name": "Taito"
}
],
"question": "Which location is the geographic outlier among: Tocancipá, Mauá, Esmeraldas, Belgrano, Taito?",
"ground_truth": {
"answer": "Taito",
"outlier_distance_km": 16065.3,
"second_furthest_km": 6499.0,
"clarity_ratio": 2.47,
"median_distance_km": 5221.4,
"distances_to_centroid": {
"Tocancipá": 6499.0,
"Mauá": 3650.5,
"Esmeraldas": 3277.6,
"Belgrano": 5221.4,
"Taito": 16065.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Tocancipá: (4.97°, -73.91°)",
" Mauá: (-23.67°, -46.46°)",
" Esmeraldas: (-19.76°, -44.31°)",
" Belgrano: (-34.56°, -58.46°)",
" Taito: (35.71°, 139.78°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Taito: 16065.3 km from centroid",
" Tocancipá: 6499.0 km from centroid",
" Belgrano: 5221.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Taito",
"FINAL ANSWER: Taito"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 1.6561,
"lon": 103.6032,
"name": "Kulai"
},
{
"lat": 30.39759,
"lon": 107.3895,
"name": "Xinmin"
},
{
"lat": 23.54109,
"lon": 74.4425,
"name": "Bānswāra"
},
{
"lat": 17.89241,
"lon": 75.02138,
"name": "Aklūj"
},
{
"lat": -37.74981,
"lon": 144.9109,
"name": "Essendon"
}
],
"question": "Which location is the geographic outlier among: Kulai, Xinmin, Bānswāra, Aklūj, Essendon?",
"ground_truth": {
"answer": "Essendon",
"outlier_distance_km": 6747.0,
"second_furthest_km": 3376.2,
"clarity_ratio": 2.0,
"median_distance_km": 3064.5,
"distances_to_centroid": {
"Kulai": 671.9,
"Xinmin": 2667.9,
"Bānswāra": 3376.2,
"Aklūj": 3064.5,
"Essendon": 6747.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kulai: (1.66°, 103.60°)",
" Xinmin: (30.40°, 107.39°)",
" Bānswāra: (23.54°, 74.44°)",
" Aklūj: (17.89°, 75.02°)",
" Essendon: (-37.75°, 144.91°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Essendon: 6747.0 km from centroid",
" Bānswāra: 3376.2 km from centroid",
" Aklūj: 3064.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Essendon",
"FINAL ANSWER: Essendon"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.8226,
"lon": -73.81958,
"name": "Throgs Neck"
},
{
"lat": 42.26391,
"lon": -88.84427,
"name": "Belvidere"
},
{
"lat": 35.41968,
"lon": -119.01955,
"name": "Oildale"
},
{
"lat": 32.29785,
"lon": -110.9187,
"name": "Catalina Foothills"
},
{
"lat": 28.92406,
"lon": 30.98544,
"name": "Bibā"
}
],
"question": "Which location is the geographic outlier among: Throgs Neck, Belvidere, Oildale, Catalina Foothills, Bibā?",
"ground_truth": {
"answer": "Bibā",
"outlier_distance_km": 9236.1,
"second_furthest_km": 4176.5,
"clarity_ratio": 2.21,
"median_distance_km": 3552.8,
"distances_to_centroid": {
"Throgs Neck": 557.7,
"Belvidere": 1585.6,
"Oildale": 4176.5,
"Catalina Foothills": 3552.8,
"Bibā": 9236.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Throgs Neck: (40.82°, -73.82°)",
" Belvidere: (42.26°, -88.84°)",
" Oildale: (35.42°, -119.02°)",
" Catalina Foothills: (32.30°, -110.92°)",
" Bibā: (28.92°, 30.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bibā: 9236.1 km from centroid",
" Oildale: 4176.5 km from centroid",
" Catalina Foothills: 3552.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bibā",
"FINAL ANSWER: Bibā"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 18.26321,
"lon": 75.46316,
"name": "Paranda"
},
{
"lat": 22.59373,
"lon": 75.29774,
"name": "Dhār"
},
{
"lat": 14.905,
"lon": 76.38527,
"name": "Kūdligi"
},
{
"lat": 18.85779,
"lon": 79.7956,
"name": "Chinnūr"
},
{
"lat": 47.09621,
"lon": -122.35873,
"name": "Frederickson"
}
],
"question": "Which location is the geographic outlier among: Paranda, Dhār, Kūdligi, Chinnūr, Frederickson?",
"ground_truth": {
"answer": "Frederickson",
"outlier_distance_km": 11803.5,
"second_furthest_km": 4457.8,
"clarity_ratio": 2.65,
"median_distance_km": 4249.3,
"distances_to_centroid": {
"Paranda": 4037.2,
"Dhār": 3907.3,
"Kūdligi": 4249.3,
"Chinnūr": 4457.8,
"Frederickson": 11803.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Paranda: (18.26°, 75.46°)",
" Dhār: (22.59°, 75.30°)",
" Kūdligi: (14.90°, 76.39°)",
" Chinnūr: (18.86°, 79.80°)",
" Frederickson: (47.10°, -122.36°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Frederickson: 11803.5 km from centroid",
" Chinnūr: 4457.8 km from centroid",
" Kūdligi: 4249.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Frederickson",
"FINAL ANSWER: Frederickson"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 52.2,
"lon": 8.63333,
"name": "Kirchlengern"
},
{
"lat": 43.68374,
"lon": 43.53507,
"name": "Baksan"
},
{
"lat": 58.19077,
"lon": 40.17081,
"name": "Danilov"
},
{
"lat": 38.03922,
"lon": -4.05077,
"name": "Andújar"
},
{
"lat": 40.06928,
"lon": -75.16629,
"name": "West Oak Lane"
}
],
"question": "Which location is the geographic outlier among: Kirchlengern, Baksan, Danilov, Andújar, West Oak Lane?",
"ground_truth": {
"answer": "West Oak Lane",
"outlier_distance_km": 6081.4,
"second_furthest_km": 3191.8,
"clarity_ratio": 1.91,
"median_distance_km": 2817.6,
"distances_to_centroid": {
"Kirchlengern": 774.3,
"Baksan": 3191.8,
"Danilov": 2817.6,
"Andújar": 1082.5,
"West Oak Lane": 6081.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kirchlengern: (52.20°, 8.63°)",
" Baksan: (43.68°, 43.54°)",
" Danilov: (58.19°, 40.17°)",
" Andújar: (38.04°, -4.05°)",
" West Oak Lane: (40.07°, -75.17°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" West Oak Lane: 6081.4 km from centroid",
" Baksan: 3191.8 km from centroid",
" Danilov: 2817.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: West Oak Lane",
"FINAL ANSWER: West Oak Lane"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.49325,
"lon": 153.05826,
"name": "Coorparoo"
},
{
"lat": -41.26667,
"lon": 174.95,
"name": "Wainuiomata"
},
{
"lat": -36.9482,
"lon": 174.87019,
"name": "Otara"
},
{
"lat": -38.03333,
"lon": 145.25,
"name": "Hampton Park"
},
{
"lat": 43.44775,
"lon": 3.75524,
"name": "Frontignan"
}
],
"question": "Which location is the geographic outlier among: Coorparoo, Wainuiomata, Otara, Hampton Park, Frontignan?",
"ground_truth": {
"answer": "Frontignan",
"outlier_distance_km": 14454.4,
"second_furthest_km": 4801.7,
"clarity_ratio": 3.01,
"median_distance_km": 4684.3,
"distances_to_centroid": {
"Coorparoo": 2446.8,
"Wainuiomata": 4801.7,
"Otara": 4684.3,
"Hampton Park": 2459.5,
"Frontignan": 14454.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Coorparoo: (-27.49°, 153.06°)",
" Wainuiomata: (-41.27°, 174.95°)",
" Otara: (-36.95°, 174.87°)",
" Hampton Park: (-38.03°, 145.25°)",
" Frontignan: (43.45°, 3.76°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Frontignan: 14454.4 km from centroid",
" Wainuiomata: 4801.7 km from centroid",
" Otara: 4684.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Frontignan",
"FINAL ANSWER: Frontignan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 15.76983,
"lon": 76.75581,
"name": "Sindhnūr"
},
{
"lat": 36.01839,
"lon": 139.66034,
"name": "Shiraoka"
},
{
"lat": 30.32443,
"lon": 78.03392,
"name": "Dehra Dūn"
},
{
"lat": 35.46028,
"lon": 110.42917,
"name": "Hancheng"
},
{
"lat": 31.72294,
"lon": -116.57196,
"name": "Rodolfo Sánchez Taboada"
}
],
"question": "Which location is the geographic outlier among: Sindhnūr, Shiraoka, Dehra Dūn, Hancheng, Rodolfo Sánchez Taboada?",
"ground_truth": {
"answer": "Rodolfo Sánchez Taboada",
"outlier_distance_km": 13140.5,
"second_furthest_km": 7452.3,
"clarity_ratio": 1.76,
"median_distance_km": 4921.0,
"distances_to_centroid": {
"Sindhnūr": 2499.9,
"Shiraoka": 7452.3,
"Dehra Dūn": 1958.1,
"Hancheng": 4921.0,
"Rodolfo Sánchez Taboada": 13140.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sindhnūr: (15.77°, 76.76°)",
" Shiraoka: (36.02°, 139.66°)",
" Dehra Dūn: (30.32°, 78.03°)",
" Hancheng: (35.46°, 110.43°)",
" Rodolfo Sánchez Taboada: (31.72°, -116.57°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rodolfo Sánchez Taboada: 13140.5 km from centroid",
" Shiraoka: 7452.3 km from centroid",
" Hancheng: 4921.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rodolfo Sánchez Taboada",
"FINAL ANSWER: Rodolfo Sánchez Taboada"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -30.50123,
"lon": 151.66553,
"name": "Armidale"
},
{
"lat": -37.8,
"lon": 144.96667,
"name": "Carlton"
},
{
"lat": -27.96724,
"lon": 153.39796,
"name": "Southport"
},
{
"lat": -38.11531,
"lon": 145.29814,
"name": "Cranbourne East"
},
{
"lat": 41.77976,
"lon": -87.64588,
"name": "Englewood"
}
],
"question": "Which location is the geographic outlier among: Armidale, Carlton, Southport, Cranbourne East, Englewood?",
"ground_truth": {
"answer": "Englewood",
"outlier_distance_km": 17286.3,
"second_furthest_km": 5362.8,
"clarity_ratio": 3.22,
"median_distance_km": 5200.2,
"distances_to_centroid": {
"Armidale": 5200.2,
"Carlton": 4711.5,
"Southport": 5362.8,
"Cranbourne East": 4748.5,
"Englewood": 17286.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Armidale: (-30.50°, 151.67°)",
" Carlton: (-37.80°, 144.97°)",
" Southport: (-27.97°, 153.40°)",
" Cranbourne East: (-38.12°, 145.30°)",
" Englewood: (41.78°, -87.65°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Englewood: 17286.3 km from centroid",
" Southport: 5362.8 km from centroid",
" Armidale: 5200.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Englewood",
"FINAL ANSWER: Englewood"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -32.23013,
"lon": 115.78128,
"name": "Kwinana"
},
{
"lat": -37.8676,
"lon": 144.98099,
"name": "Saint Kilda"
},
{
"lat": -33.2792,
"lon": 115.71504,
"name": "Australind"
},
{
"lat": -36.88158,
"lon": 174.76204,
"name": "Mount Eden"
},
{
"lat": -3.22028,
"lon": -45.00361,
"name": "Viana"
}
],
"question": "Which location is the geographic outlier among: Kwinana, Saint Kilda, Australind, Mount Eden, Viana?",
"ground_truth": {
"answer": "Viana",
"outlier_distance_km": 14958.6,
"second_furthest_km": 6764.9,
"clarity_ratio": 2.21,
"median_distance_km": 4151.6,
"distances_to_centroid": {
"Kwinana": 1446.0,
"Saint Kilda": 4151.6,
"Australind": 1468.7,
"Mount Eden": 6764.9,
"Viana": 14958.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kwinana: (-32.23°, 115.78°)",
" Saint Kilda: (-37.87°, 144.98°)",
" Australind: (-33.28°, 115.72°)",
" Mount Eden: (-36.88°, 174.76°)",
" Viana: (-3.22°, -45.00°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Viana: 14958.6 km from centroid",
" Mount Eden: 6764.9 km from centroid",
" Saint Kilda: 4151.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Viana",
"FINAL ANSWER: Viana"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 44.86136,
"lon": -92.62381,
"name": "River Falls"
},
{
"lat": 37.08339,
"lon": -88.60005,
"name": "Paducah"
},
{
"lat": 19.25465,
"lon": -99.10356,
"name": "Xochimilco"
},
{
"lat": 43.90012,
"lon": -78.84957,
"name": "Oshawa"
},
{
"lat": 11.49984,
"lon": 76.48152,
"name": "Kollivāyal"
}
],
"question": "Which location is the geographic outlier among: River Falls, Paducah, Xochimilco, Oshawa, Kollivāyal?",
"ground_truth": {
"answer": "Kollivāyal",
"outlier_distance_km": 13106.8,
"second_furthest_km": 4454.1,
"clarity_ratio": 2.94,
"median_distance_km": 3461.1,
"distances_to_centroid": {
"River Falls": 3461.1,
"Paducah": 3002.3,
"Xochimilco": 4454.1,
"Oshawa": 2399.5,
"Kollivāyal": 13106.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" River Falls: (44.86°, -92.62°)",
" Paducah: (37.08°, -88.60°)",
" Xochimilco: (19.25°, -99.10°)",
" Oshawa: (43.90°, -78.85°)",
" Kollivāyal: (11.50°, 76.48°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kollivāyal: 13106.8 km from centroid",
" Xochimilco: 4454.1 km from centroid",
" River Falls: 3461.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kollivāyal",
"FINAL ANSWER: Kollivāyal"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -13.07127,
"lon": -55.91479,
"name": "Lucas do Rio Verde"
},
{
"lat": -5.0925,
"lon": -80.1625,
"name": "Chulucanas"
},
{
"lat": -3.22083,
"lon": -64.80417,
"name": "Alvarães"
},
{
"lat": -23.10417,
"lon": -55.22583,
"name": "Amambai"
},
{
"lat": 38.70144,
"lon": -90.14872,
"name": "Granite City"
}
],
"question": "Which location is the geographic outlier among: Lucas do Rio Verde, Chulucanas, Alvarães, Amambai, Granite City?",
"ground_truth": {
"answer": "Granite City",
"outlier_distance_km": 4920.4,
"second_furthest_km": 2871.8,
"clarity_ratio": 1.71,
"median_distance_km": 1977.9,
"distances_to_centroid": {
"Lucas do Rio Verde": 1977.9,
"Chulucanas": 1287.8,
"Alvarães": 544.8,
"Amambai": 2871.8,
"Granite City": 4920.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Lucas do Rio Verde: (-13.07°, -55.91°)",
" Chulucanas: (-5.09°, -80.16°)",
" Alvarães: (-3.22°, -64.80°)",
" Amambai: (-23.10°, -55.23°)",
" Granite City: (38.70°, -90.15°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Granite City: 4920.4 km from centroid",
" Amambai: 2871.8 km from centroid",
" Lucas do Rio Verde: 1977.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Granite City",
"FINAL ANSWER: Granite City"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.51314,
"lon": 9.14343,
"name": "Quarto Oggiaro"
},
{
"lat": 46.06251,
"lon": 6.57497,
"name": "Cluses"
},
{
"lat": 51.31889,
"lon": -2.20861,
"name": "Trowbridge"
},
{
"lat": 43.34122,
"lon": 3.21402,
"name": "Béziers"
},
{
"lat": 6.78611,
"lon": 125.21333,
"name": "Bansalan"
}
],
"question": "Which location is the geographic outlier among: Quarto Oggiaro, Cluses, Trowbridge, Béziers, Bansalan?",
"ground_truth": {
"answer": "Bansalan",
"outlier_distance_km": 10125.4,
"second_furthest_km": 2762.1,
"clarity_ratio": 3.67,
"median_distance_km": 2169.0,
"distances_to_centroid": {
"Quarto Oggiaro": 1758.7,
"Cluses": 1967.0,
"Trowbridge": 2762.1,
"Béziers": 2169.0,
"Bansalan": 10125.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Quarto Oggiaro: (45.51°, 9.14°)",
" Cluses: (46.06°, 6.57°)",
" Trowbridge: (51.32°, -2.21°)",
" Béziers: (43.34°, 3.21°)",
" Bansalan: (6.79°, 125.21°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bansalan: 10125.4 km from centroid",
" Trowbridge: 2762.1 km from centroid",
" Béziers: 2169.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bansalan",
"FINAL ANSWER: Bansalan"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -9.805,
"lon": -37.68444,
"name": "Poço Redondo"
},
{
"lat": -8.41889,
"lon": -37.05389,
"name": "Arcoverde"
},
{
"lat": -33.67571,
"lon": -65.45783,
"name": "Villa Mercedes"
},
{
"lat": -33.14091,
"lon": -59.31257,
"name": "Gualeguay"
},
{
"lat": 31.81667,
"lon": 130.3,
"name": "Sendai"
}
],
"question": "Which location is the geographic outlier among: Poço Redondo, Arcoverde, Villa Mercedes, Gualeguay, Sendai?",
"ground_truth": {
"answer": "Sendai",
"outlier_distance_km": 15649.0,
"second_furthest_km": 5825.7,
"clarity_ratio": 2.69,
"median_distance_km": 5260.2,
"distances_to_centroid": {
"Poço Redondo": 2610.1,
"Arcoverde": 2556.8,
"Villa Mercedes": 5825.7,
"Gualeguay": 5260.2,
"Sendai": 15649.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Poço Redondo: (-9.80°, -37.68°)",
" Arcoverde: (-8.42°, -37.05°)",
" Villa Mercedes: (-33.68°, -65.46°)",
" Gualeguay: (-33.14°, -59.31°)",
" Sendai: (31.82°, 130.30°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sendai: 15649.0 km from centroid",
" Villa Mercedes: 5825.7 km from centroid",
" Gualeguay: 5260.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sendai",
"FINAL ANSWER: Sendai"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.39022,
"lon": -70.04556,
"name": "Diego de Almagro"
},
{
"lat": -2.90472,
"lon": -41.77667,
"name": "Parnaíba"
},
{
"lat": -23.87389,
"lon": -49.80278,
"name": "Wenceslau Braz"
},
{
"lat": -23.2325,
"lon": -51.66556,
"name": "Astorga"
},
{
"lat": 51.18459,
"lon": 6.81249,
"name": "Wersten"
}
],
"question": "Which location is the geographic outlier among: Diego de Almagro, Parnaíba, Wenceslau Braz, Astorga, Wersten?",
"ground_truth": {
"answer": "Wersten",
"outlier_distance_km": 7740.2,
"second_furthest_km": 3866.8,
"clarity_ratio": 2.0,
"median_distance_km": 2308.3,
"distances_to_centroid": {
"Diego de Almagro": 3866.8,
"Parnaíba": 243.7,
"Wenceslau Braz": 2283.4,
"Astorga": 2308.3,
"Wersten": 7740.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Diego de Almagro: (-26.39°, -70.05°)",
" Parnaíba: (-2.90°, -41.78°)",
" Wenceslau Braz: (-23.87°, -49.80°)",
" Astorga: (-23.23°, -51.67°)",
" Wersten: (51.18°, 6.81°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Wersten: 7740.2 km from centroid",
" Diego de Almagro: 3866.8 km from centroid",
" Astorga: 2308.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Wersten",
"FINAL ANSWER: Wersten"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 26.20437,
"lon": 127.75267,
"name": "Yonabaru"
},
{
"lat": 37.5986,
"lon": 127.1394,
"name": "Guri-si"
},
{
"lat": 11.02427,
"lon": 77.12565,
"name": "Sulur"
},
{
"lat": 9.65556,
"lon": 123.85219,
"name": "Tagbilaran City"
},
{
"lat": 37.26383,
"lon": -122.02301,
"name": "Saratoga"
}
],
"question": "Which location is the geographic outlier among: Yonabaru, Guri-si, Sulur, Tagbilaran City, Saratoga?",
"ground_truth": {
"answer": "Saratoga",
"outlier_distance_km": 13102.5,
"second_furthest_km": 6242.0,
"clarity_ratio": 2.1,
"median_distance_km": 6076.9,
"distances_to_centroid": {
"Yonabaru": 6076.9,
"Guri-si": 5840.4,
"Sulur": 1841.6,
"Tagbilaran City": 6242.0,
"Saratoga": 13102.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Yonabaru: (26.20°, 127.75°)",
" Guri-si: (37.60°, 127.14°)",
" Sulur: (11.02°, 77.13°)",
" Tagbilaran City: (9.66°, 123.85°)",
" Saratoga: (37.26°, -122.02°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Saratoga: 13102.5 km from centroid",
" Tagbilaran City: 6242.0 km from centroid",
" Yonabaru: 6076.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Saratoga",
"FINAL ANSWER: Saratoga"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.0021,
"lon": 0.20251,
"name": "Le Mans"
},
{
"lat": 51.5824,
"lon": -0.09956,
"name": "Harringay"
},
{
"lat": 37.64442,
"lon": 14.86685,
"name": "Biancavilla"
},
{
"lat": 45.67574,
"lon": 9.23723,
"name": "Carate Brianza"
},
{
"lat": 27.06193,
"lon": -101.54891,
"name": "San Buenaventura"
}
],
"question": "Which location is the geographic outlier among: Le Mans, Harringay, Biancavilla, Carate Brianza, San Buenaventura?",
"ground_truth": {
"answer": "San Buenaventura",
"outlier_distance_km": 7732.0,
"second_furthest_km": 2621.3,
"clarity_ratio": 2.95,
"median_distance_km": 2015.0,
"distances_to_centroid": {
"Le Mans": 1398.0,
"Harringay": 1577.2,
"Biancavilla": 2621.3,
"Carate Brianza": 2015.0,
"San Buenaventura": 7732.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Le Mans: (48.00°, 0.20°)",
" Harringay: (51.58°, -0.10°)",
" Biancavilla: (37.64°, 14.87°)",
" Carate Brianza: (45.68°, 9.24°)",
" San Buenaventura: (27.06°, -101.55°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" San Buenaventura: 7732.0 km from centroid",
" Biancavilla: 2621.3 km from centroid",
" Carate Brianza: 2015.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: San Buenaventura",
"FINAL ANSWER: San Buenaventura"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.11667,
"lon": 8.83333,
"name": "Mühlheim am Main"
},
{
"lat": 49.74657,
"lon": 8.11513,
"name": "Alzey"
},
{
"lat": 53.91887,
"lon": 10.69691,
"name": "Bad Schwartau"
},
{
"lat": 55.83116,
"lon": -3.22608,
"name": "Penicuik"
},
{
"lat": 30.31269,
"lon": 31.32018,
"name": "Shibīn al Qanāţir"
}
],
"question": "Which location is the geographic outlier among: Mühlheim am Main, Alzey, Bad Schwartau, Penicuik, Shibīn al Qanāţir?",
"ground_truth": {
"answer": "Shibīn al Qanāţir",
"outlier_distance_km": 2608.2,
"second_furthest_km": 1312.0,
"clarity_ratio": 1.99,
"median_distance_km": 660.5,
"distances_to_centroid": {
"Mühlheim am Main": 290.9,
"Alzey": 295.9,
"Bad Schwartau": 660.5,
"Penicuik": 1312.0,
"Shibīn al Qanāţir": 2608.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Mühlheim am Main: (50.12°, 8.83°)",
" Alzey: (49.75°, 8.12°)",
" Bad Schwartau: (53.92°, 10.70°)",
" Penicuik: (55.83°, -3.23°)",
" Shibīn al Qanāţir: (30.31°, 31.32°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Shibīn al Qanāţir: 2608.2 km from centroid",
" Penicuik: 1312.0 km from centroid",
" Bad Schwartau: 660.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Shibīn al Qanāţir",
"FINAL ANSWER: Shibīn al Qanāţir"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 33.6103,
"lon": -117.72533,
"name": "Laguna Woods"
},
{
"lat": 17.17291,
"lon": -92.33392,
"name": "Yajalón"
},
{
"lat": 21.35087,
"lon": -97.68656,
"name": "Naranjos"
},
{
"lat": 33.04623,
"lon": -96.99417,
"name": "Lewisville"
},
{
"lat": -37.71667,
"lon": 145.0,
"name": "Reservoir"
}
],
"question": "Which location is the geographic outlier among: Laguna Woods, Yajalón, Naranjos, Lewisville, Reservoir?",
"ground_truth": {
"answer": "Reservoir",
"outlier_distance_km": 16842.4,
"second_furthest_km": 6952.1,
"clarity_ratio": 2.42,
"median_distance_km": 5039.5,
"distances_to_centroid": {
"Laguna Woods": 6952.1,
"Yajalón": 4342.7,
"Naranjos": 4913.6,
"Lewisville": 5039.5,
"Reservoir": 16842.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Laguna Woods: (33.61°, -117.73°)",
" Yajalón: (17.17°, -92.33°)",
" Naranjos: (21.35°, -97.69°)",
" Lewisville: (33.05°, -96.99°)",
" Reservoir: (-37.72°, 145.00°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Reservoir: 16842.4 km from centroid",
" Laguna Woods: 6952.1 km from centroid",
" Lewisville: 5039.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Reservoir",
"FINAL ANSWER: Reservoir"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 50.35357,
"lon": 7.57883,
"name": "Koblenz"
},
{
"lat": 51.34948,
"lon": -0.2494,
"name": "Ewell"
},
{
"lat": 52.00667,
"lon": 4.35556,
"name": "Delft"
},
{
"lat": 48.89198,
"lon": 2.20675,
"name": "Nanterre"
},
{
"lat": -27.66757,
"lon": 152.92488,
"name": "Springfield Lakes"
}
],
"question": "Which location is the geographic outlier among: Koblenz, Ewell, Delft, Nanterre, Springfield Lakes?",
"ground_truth": {
"answer": "Springfield Lakes",
"outlier_distance_km": 14302.5,
"second_furthest_km": 3233.6,
"clarity_ratio": 4.42,
"median_distance_km": 2975.0,
"distances_to_centroid": {
"Koblenz": 2689.6,
"Ewell": 3233.6,
"Delft": 2975.0,
"Nanterre": 2974.2,
"Springfield Lakes": 14302.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Koblenz: (50.35°, 7.58°)",
" Ewell: (51.35°, -0.25°)",
" Delft: (52.01°, 4.36°)",
" Nanterre: (48.89°, 2.21°)",
" Springfield Lakes: (-27.67°, 152.92°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Springfield Lakes: 14302.5 km from centroid",
" Ewell: 3233.6 km from centroid",
" Delft: 2975.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Springfield Lakes",
"FINAL ANSWER: Springfield Lakes"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -14.43167,
"lon": -54.05111,
"name": "Paranatinga"
},
{
"lat": -25.32472,
"lon": -49.31,
"name": "Almirante Tamandaré"
},
{
"lat": -9.74583,
"lon": -41.88528,
"name": "Sento Sé"
},
{
"lat": -20.53861,
"lon": -47.40083,
"name": "Franca"
},
{
"lat": 40.79677,
"lon": -74.48154,
"name": "Morristown"
}
],
"question": "Which location is the geographic outlier among: Paranatinga, Almirante Tamandaré, Sento Sé, Franca, Morristown?",
"ground_truth": {
"answer": "Morristown",
"outlier_distance_km": 5614.1,
"second_furthest_km": 2209.5,
"clarity_ratio": 2.54,
"median_distance_km": 1758.1,
"distances_to_centroid": {
"Paranatinga": 956.8,
"Almirante Tamandaré": 2209.5,
"Sento Sé": 1342.9,
"Franca": 1758.1,
"Morristown": 5614.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Paranatinga: (-14.43°, -54.05°)",
" Almirante Tamandaré: (-25.32°, -49.31°)",
" Sento Sé: (-9.75°, -41.89°)",
" Franca: (-20.54°, -47.40°)",
" Morristown: (40.80°, -74.48°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Morristown: 5614.1 km from centroid",
" Almirante Tamandaré: 2209.5 km from centroid",
" Franca: 1758.1 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Morristown",
"FINAL ANSWER: Morristown"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.78609,
"lon": -79.33502,
"name": "Pleasant View"
},
{
"lat": 30.31188,
"lon": -95.45605,
"name": "Conroe"
},
{
"lat": 45.42067,
"lon": -122.67065,
"name": "Lake Oswego"
},
{
"lat": 35.26266,
"lon": -77.58164,
"name": "Kinston"
},
{
"lat": -37.8,
"lon": 144.96667,
"name": "Carlton"
}
],
"question": "Which location is the geographic outlier among: Pleasant View, Conroe, Lake Oswego, Kinston, Carlton?",
"ground_truth": {
"answer": "Carlton",
"outlier_distance_km": 18102.7,
"second_furthest_km": 7164.9,
"clarity_ratio": 2.53,
"median_distance_km": 4926.8,
"distances_to_centroid": {
"Pleasant View": 3787.6,
"Conroe": 4926.8,
"Lake Oswego": 7164.9,
"Kinston": 3313.8,
"Carlton": 18102.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pleasant View: (43.79°, -79.34°)",
" Conroe: (30.31°, -95.46°)",
" Lake Oswego: (45.42°, -122.67°)",
" Kinston: (35.26°, -77.58°)",
" Carlton: (-37.80°, 144.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Carlton: 18102.7 km from centroid",
" Lake Oswego: 7164.9 km from centroid",
" Conroe: 4926.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Carlton",
"FINAL ANSWER: Carlton"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -12.54667,
"lon": -38.71194,
"name": "Santo Amaro"
},
{
"lat": 7.83389,
"lon": -72.47417,
"name": "Villa del Rosario"
},
{
"lat": -27.69934,
"lon": -48.53219,
"name": "Ribeirão da Ilha"
},
{
"lat": -23.62623,
"lon": -46.72828,
"name": "Vila Andrade"
},
{
"lat": 2.2152,
"lon": 102.2851,
"name": "Kampung Bukit Baharu"
}
],
"question": "Which location is the geographic outlier among: Santo Amaro, Villa del Rosario, Ribeirão da Ilha, Vila Andrade, Kampung Bukit Baharu?",
"ground_truth": {
"answer": "Kampung Bukit Baharu",
"outlier_distance_km": 13668.8,
"second_furthest_km": 6077.3,
"clarity_ratio": 2.25,
"median_distance_km": 3449.7,
"distances_to_centroid": {
"Santo Amaro": 1956.8,
"Villa del Rosario": 6077.3,
"Ribeirão da Ilha": 3449.7,
"Vila Andrade": 3091.9,
"Kampung Bukit Baharu": 13668.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Santo Amaro: (-12.55°, -38.71°)",
" Villa del Rosario: (7.83°, -72.47°)",
" Ribeirão da Ilha: (-27.70°, -48.53°)",
" Vila Andrade: (-23.63°, -46.73°)",
" Kampung Bukit Baharu: (2.22°, 102.29°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kampung Bukit Baharu: 13668.8 km from centroid",
" Villa del Rosario: 6077.3 km from centroid",
" Ribeirão da Ilha: 3449.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kampung Bukit Baharu",
"FINAL ANSWER: Kampung Bukit Baharu"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.73333,
"lon": 144.8,
"name": "Saint Albans"
},
{
"lat": -33.7457,
"lon": 151.04764,
"name": "West Pennant Hills"
},
{
"lat": -37.75405,
"lon": 145.14864,
"name": "Templestowe"
},
{
"lat": -37.82289,
"lon": 147.61041,
"name": "Bairnsdale"
},
{
"lat": 53.8426,
"lon": -1.63754,
"name": "Horsforth"
}
],
"question": "Which location is the geographic outlier among: Saint Albans, West Pennant Hills, Templestowe, Bairnsdale, Horsforth?",
"ground_truth": {
"answer": "Horsforth",
"outlier_distance_km": 13561.9,
"second_furthest_km": 3730.5,
"clarity_ratio": 3.64,
"median_distance_km": 3620.9,
"distances_to_centroid": {
"Saint Albans": 3400.6,
"West Pennant Hills": 3730.5,
"Templestowe": 3428.1,
"Bairnsdale": 3620.9,
"Horsforth": 13561.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Saint Albans: (-37.73°, 144.80°)",
" West Pennant Hills: (-33.75°, 151.05°)",
" Templestowe: (-37.75°, 145.15°)",
" Bairnsdale: (-37.82°, 147.61°)",
" Horsforth: (53.84°, -1.64°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Horsforth: 13561.9 km from centroid",
" West Pennant Hills: 3730.5 km from centroid",
" Bairnsdale: 3620.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Horsforth",
"FINAL ANSWER: Horsforth"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.12056,
"lon": 17.03761,
"name": "Rejon placu Świętego Macieja"
},
{
"lat": 48.8162,
"lon": 2.31393,
"name": "Montrouge"
},
{
"lat": 52.51108,
"lon": 4.67165,
"name": "Heemskerk"
},
{
"lat": 36.82145,
"lon": 14.95132,
"name": "Rosolini"
},
{
"lat": -25.44141,
"lon": 27.51114,
"name": "Hartbeestfontein-A"
}
],
"question": "Which location is the geographic outlier among: Rejon placu Świętego Macieja, Montrouge, Heemskerk, Rosolini, Hartbeestfontein-A?",
"ground_truth": {
"answer": "Hartbeestfontein-A",
"outlier_distance_km": 6645.1,
"second_furthest_km": 2302.3,
"clarity_ratio": 2.89,
"median_distance_km": 2063.6,
"distances_to_centroid": {
"Rejon placu Świętego Macieja": 2063.6,
"Montrouge": 2005.2,
"Heemskerk": 2302.3,
"Rosolini": 475.6,
"Hartbeestfontein-A": 6645.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Rejon placu Świętego Macieja: (51.12°, 17.04°)",
" Montrouge: (48.82°, 2.31°)",
" Heemskerk: (52.51°, 4.67°)",
" Rosolini: (36.82°, 14.95°)",
" Hartbeestfontein-A: (-25.44°, 27.51°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hartbeestfontein-A: 6645.1 km from centroid",
" Heemskerk: 2302.3 km from centroid",
" Rejon placu Świętego Macieja: 2063.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hartbeestfontein-A",
"FINAL ANSWER: Hartbeestfontein-A"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -27.61025,
"lon": 153.05388,
"name": "Sunnybank Hills"
},
{
"lat": -25.54073,
"lon": 152.70493,
"name": "Maryborough"
},
{
"lat": -33.86667,
"lon": 150.95,
"name": "Fairfield"
},
{
"lat": -41.51603,
"lon": 173.9528,
"name": "Blenheim"
},
{
"lat": 45.78693,
"lon": 4.9251,
"name": "Vaulx-en-Velin"
}
],
"question": "Which location is the geographic outlier among: Sunnybank Hills, Maryborough, Fairfield, Blenheim, Vaulx-en-Velin?",
"ground_truth": {
"answer": "Vaulx-en-Velin",
"outlier_distance_km": 13796.5,
"second_furthest_km": 5245.2,
"clarity_ratio": 2.63,
"median_distance_km": 3060.8,
"distances_to_centroid": {
"Sunnybank Hills": 2933.3,
"Maryborough": 2831.0,
"Fairfield": 3060.8,
"Blenheim": 5245.2,
"Vaulx-en-Velin": 13796.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sunnybank Hills: (-27.61°, 153.05°)",
" Maryborough: (-25.54°, 152.70°)",
" Fairfield: (-33.87°, 150.95°)",
" Blenheim: (-41.52°, 173.95°)",
" Vaulx-en-Velin: (45.79°, 4.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Vaulx-en-Velin: 13796.5 km from centroid",
" Blenheim: 5245.2 km from centroid",
" Fairfield: 3060.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Vaulx-en-Velin",
"FINAL ANSWER: Vaulx-en-Velin"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.38333,
"lon": 136.26667,
"name": "Nagahama"
},
{
"lat": 34.86472,
"lon": 117.55417,
"name": "Zaozhuang"
},
{
"lat": 18.57506,
"lon": 76.02186,
"name": "Kallam"
},
{
"lat": 15.35116,
"lon": 121.00393,
"name": "Peñaranda"
},
{
"lat": 12.63056,
"lon": 39.03472,
"name": "Sek’ot’a"
}
],
"question": "Which location is the geographic outlier among: Nagahama, Zaozhuang, Kallam, Peñaranda, Sek’ot’a?",
"ground_truth": {
"answer": "Sek’ot’a",
"outlier_distance_km": 6306.0,
"second_furthest_km": 3915.0,
"clarity_ratio": 1.61,
"median_distance_km": 2570.5,
"distances_to_centroid": {
"Nagahama": 3915.0,
"Zaozhuang": 2285.1,
"Kallam": 2338.2,
"Peñaranda": 2570.5,
"Sek’ot’a": 6306.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nagahama: (35.38°, 136.27°)",
" Zaozhuang: (34.86°, 117.55°)",
" Kallam: (18.58°, 76.02°)",
" Peñaranda: (15.35°, 121.00°)",
" Sek’ot’a: (12.63°, 39.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sek’ot’a: 6306.0 km from centroid",
" Nagahama: 3915.0 km from centroid",
" Peñaranda: 2570.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sek’ot’a",
"FINAL ANSWER: Sek’ot’a"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -9.89667,
"lon": -39.02639,
"name": "Canudos"
},
{
"lat": -7.86806,
"lon": -37.97472,
"name": "Flores"
},
{
"lat": -5.57667,
"lon": -36.90861,
"name": "Açu"
},
{
"lat": -37.15276,
"lon": -58.48838,
"name": "Ayacucho"
},
{
"lat": 34.84184,
"lon": 116.55722,
"name": "Shunhe"
}
],
"question": "Which location is the geographic outlier among: Canudos, Flores, Açu, Ayacucho, Shunhe?",
"ground_truth": {
"answer": "Shunhe",
"outlier_distance_km": 13727.4,
"second_furthest_km": 5970.1,
"clarity_ratio": 2.3,
"median_distance_km": 3115.0,
"distances_to_centroid": {
"Canudos": 3115.0,
"Flores": 2976.6,
"Açu": 2849.9,
"Ayacucho": 5970.1,
"Shunhe": 13727.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Canudos: (-9.90°, -39.03°)",
" Flores: (-7.87°, -37.97°)",
" Açu: (-5.58°, -36.91°)",
" Ayacucho: (-37.15°, -58.49°)",
" Shunhe: (34.84°, 116.56°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Shunhe: 13727.4 km from centroid",
" Ayacucho: 5970.1 km from centroid",
" Canudos: 3115.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Shunhe",
"FINAL ANSWER: Shunhe"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -14.67806,
"lon": -39.375,
"name": "Itajuípe"
},
{
"lat": -16.735,
"lon": -43.86167,
"name": "Montes Claros"
},
{
"lat": -19.96722,
"lon": -43.80417,
"name": "Raposos"
},
{
"lat": -26.76389,
"lon": -48.67167,
"name": "Balneário Piçarras"
},
{
"lat": -38.13874,
"lon": 176.24516,
"name": "Rotorua"
}
],
"question": "Which location is the geographic outlier among: Itajuípe, Montes Claros, Raposos, Balneário Piçarras, Rotorua?",
"ground_truth": {
"answer": "Rotorua",
"outlier_distance_km": 13176.3,
"second_furthest_km": 4901.4,
"clarity_ratio": 2.69,
"median_distance_km": 4634.0,
"distances_to_centroid": {
"Itajuípe": 4245.9,
"Montes Claros": 4634.0,
"Raposos": 4537.4,
"Balneário Piçarras": 4901.4,
"Rotorua": 13176.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Itajuípe: (-14.68°, -39.38°)",
" Montes Claros: (-16.73°, -43.86°)",
" Raposos: (-19.97°, -43.80°)",
" Balneário Piçarras: (-26.76°, -48.67°)",
" Rotorua: (-38.14°, 176.25°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rotorua: 13176.3 km from centroid",
" Balneário Piçarras: 4901.4 km from centroid",
" Montes Claros: 4634.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rotorua",
"FINAL ANSWER: Rotorua"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 11.19152,
"lon": 40.01675,
"name": "Batī"
},
{
"lat": -26.53333,
"lon": 29.06667,
"name": "eMbalenhle"
},
{
"lat": 12.01667,
"lon": 39.63333,
"name": "Robīt"
},
{
"lat": -26.1466,
"lon": 28.68322,
"name": "Delmas"
},
{
"lat": 41.82649,
"lon": -72.73009,
"name": "Bloomfield"
}
],
"question": "Which location is the geographic outlier among: Batī, eMbalenhle, Robīt, Delmas, Bloomfield?",
"ground_truth": {
"answer": "Bloomfield",
"outlier_distance_km": 9465.1,
"second_furthest_km": 3661.1,
"clarity_ratio": 2.59,
"median_distance_km": 3604.6,
"distances_to_centroid": {
"Batī": 3140.1,
"eMbalenhle": 3661.1,
"Robīt": 3126.8,
"Delmas": 3604.6,
"Bloomfield": 9465.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Batī: (11.19°, 40.02°)",
" eMbalenhle: (-26.53°, 29.07°)",
" Robīt: (12.02°, 39.63°)",
" Delmas: (-26.15°, 28.68°)",
" Bloomfield: (41.83°, -72.73°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bloomfield: 9465.1 km from centroid",
" eMbalenhle: 3661.1 km from centroid",
" Delmas: 3604.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bloomfield",
"FINAL ANSWER: Bloomfield"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.66663,
"lon": -92.97464,
"name": "Austin"
},
{
"lat": 43.73766,
"lon": -79.34972,
"name": "Banbury-Don Mills"
},
{
"lat": 35.40888,
"lon": -80.58158,
"name": "Concord"
},
{
"lat": 43.68417,
"lon": -79.29936,
"name": "East End-Danforth"
},
{
"lat": -41.51603,
"lon": 173.9528,
"name": "Blenheim"
}
],
"question": "Which location is the geographic outlier among: Austin, Banbury-Don Mills, Concord, East End-Danforth, Blenheim?",
"ground_truth": {
"answer": "Blenheim",
"outlier_distance_km": 17028.0,
"second_furthest_km": 5857.0,
"clarity_ratio": 2.91,
"median_distance_km": 4792.8,
"distances_to_centroid": {
"Austin": 5857.0,
"Banbury-Don Mills": 4767.3,
"Concord": 4792.8,
"East End-Danforth": 4762.3,
"Blenheim": 17028.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Austin: (43.67°, -92.97°)",
" Banbury-Don Mills: (43.74°, -79.35°)",
" Concord: (35.41°, -80.58°)",
" East End-Danforth: (43.68°, -79.30°)",
" Blenheim: (-41.52°, 173.95°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Blenheim: 17028.0 km from centroid",
" Austin: 5857.0 km from centroid",
" Concord: 4792.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Blenheim",
"FINAL ANSWER: Blenheim"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -38.13874,
"lon": 176.24516,
"name": "Rotorua"
},
{
"lat": -33.92893,
"lon": 151.05111,
"name": "Punchbowl"
},
{
"lat": -41.28374,
"lon": 174.74141,
"name": "Karori"
},
{
"lat": -33.73333,
"lon": 150.88333,
"name": "Quakers Hill"
},
{
"lat": 30.83481,
"lon": 109.50499,
"name": "Fengping"
}
],
"question": "Which location is the geographic outlier among: Rotorua, Punchbowl, Karori, Quakers Hill, Fengping?",
"ground_truth": {
"answer": "Fengping",
"outlier_distance_km": 7559.7,
"second_furthest_km": 2881.7,
"clarity_ratio": 2.62,
"median_distance_km": 2796.9,
"distances_to_centroid": {
"Rotorua": 2796.9,
"Punchbowl": 1195.6,
"Karori": 2881.7,
"Quakers Hill": 1176.1,
"Fengping": 7559.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Rotorua: (-38.14°, 176.25°)",
" Punchbowl: (-33.93°, 151.05°)",
" Karori: (-41.28°, 174.74°)",
" Quakers Hill: (-33.73°, 150.88°)",
" Fengping: (30.83°, 109.50°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Fengping: 7559.7 km from centroid",
" Karori: 2881.7 km from centroid",
" Rotorua: 2796.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Fengping",
"FINAL ANSWER: Fengping"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 43.45777,
"lon": -88.83733,
"name": "Beaver Dam"
},
{
"lat": 25.94065,
"lon": -80.2456,
"name": "Carol City"
},
{
"lat": 40.04122,
"lon": -75.12379,
"name": "Olney"
},
{
"lat": 17.54528,
"lon": -98.57599,
"name": "Tlapa de Comonfort"
},
{
"lat": -34.03857,
"lon": 151.10005,
"name": "Miranda"
}
],
"question": "Which location is the geographic outlier among: Beaver Dam, Carol City, Olney, Tlapa de Comonfort, Miranda?",
"ground_truth": {
"answer": "Miranda",
"outlier_distance_km": 18059.1,
"second_furthest_km": 6337.7,
"clarity_ratio": 2.85,
"median_distance_km": 5441.6,
"distances_to_centroid": {
"Beaver Dam": 5441.6,
"Carol City": 4370.8,
"Olney": 4243.9,
"Tlapa de Comonfort": 6337.7,
"Miranda": 18059.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Beaver Dam: (43.46°, -88.84°)",
" Carol City: (25.94°, -80.25°)",
" Olney: (40.04°, -75.12°)",
" Tlapa de Comonfort: (17.55°, -98.58°)",
" Miranda: (-34.04°, 151.10°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Miranda: 18059.1 km from centroid",
" Tlapa de Comonfort: 6337.7 km from centroid",
" Beaver Dam: 5441.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Miranda",
"FINAL ANSWER: Miranda"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 35.0907,
"lon": -80.68618,
"name": "Stallings"
},
{
"lat": 47.51659,
"lon": -52.78135,
"name": "Mount Pearl"
},
{
"lat": 33.88168,
"lon": -118.11701,
"name": "Bellflower"
},
{
"lat": 19.10059,
"lon": -98.8788,
"name": "Juchitepec"
},
{
"lat": -27.3171,
"lon": 153.03097,
"name": "Bracken Ridge"
}
],
"question": "Which location is the geographic outlier among: Stallings, Mount Pearl, Bellflower, Juchitepec, Bracken Ridge?",
"ground_truth": {
"answer": "Bracken Ridge",
"outlier_distance_km": 18601.7,
"second_furthest_km": 7676.2,
"clarity_ratio": 2.42,
"median_distance_km": 6159.6,
"distances_to_centroid": {
"Stallings": 4263.2,
"Mount Pearl": 3112.4,
"Bellflower": 7676.2,
"Juchitepec": 6159.6,
"Bracken Ridge": 18601.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Stallings: (35.09°, -80.69°)",
" Mount Pearl: (47.52°, -52.78°)",
" Bellflower: (33.88°, -118.12°)",
" Juchitepec: (19.10°, -98.88°)",
" Bracken Ridge: (-27.32°, 153.03°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bracken Ridge: 18601.7 km from centroid",
" Bellflower: 7676.2 km from centroid",
" Juchitepec: 6159.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bracken Ridge",
"FINAL ANSWER: Bracken Ridge"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 5.65825,
"lon": -0.25223,
"name": "Taifa"
},
{
"lat": 31.21114,
"lon": 31.05119,
"name": "Sīdī Ghāzī"
},
{
"lat": 31.29443,
"lon": 30.52248,
"name": "Muţūbas"
},
{
"lat": 27.25738,
"lon": 33.81291,
"name": "Hurghada"
},
{
"lat": 41.95503,
"lon": -87.94007,
"name": "Bensenville"
}
],
"question": "Which location is the geographic outlier among: Taifa, Sīdī Ghāzī, Muţūbas, Hurghada, Bensenville?",
"ground_truth": {
"answer": "Bensenville",
"outlier_distance_km": 7961.9,
"second_furthest_km": 3187.8,
"clarity_ratio": 2.5,
"median_distance_km": 2891.5,
"distances_to_centroid": {
"Taifa": 2432.5,
"Sīdī Ghāzī": 2891.5,
"Muţūbas": 2841.4,
"Hurghada": 3187.8,
"Bensenville": 7961.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Taifa: (5.66°, -0.25°)",
" Sīdī Ghāzī: (31.21°, 31.05°)",
" Muţūbas: (31.29°, 30.52°)",
" Hurghada: (27.26°, 33.81°)",
" Bensenville: (41.96°, -87.94°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bensenville: 7961.9 km from centroid",
" Hurghada: 3187.8 km from centroid",
" Sīdī Ghāzī: 2891.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bensenville",
"FINAL ANSWER: Bensenville"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 48.70311,
"lon": 45.19611,
"name": "Leninsk"
},
{
"lat": 52.83492,
"lon": 13.81951,
"name": "Eberswalde"
},
{
"lat": 51.47274,
"lon": 58.45155,
"name": "Gay"
},
{
"lat": 56.11095,
"lon": 47.47755,
"name": "Novocheboksarsk"
},
{
"lat": -0.45275,
"lon": 39.64601,
"name": "Garissa"
}
],
"question": "Which location is the geographic outlier among: Leninsk, Eberswalde, Gay, Novocheboksarsk, Garissa?",
"ground_truth": {
"answer": "Garissa",
"outlier_distance_km": 4692.7,
"second_furthest_km": 2366.5,
"clarity_ratio": 1.98,
"median_distance_km": 1714.8,
"distances_to_centroid": {
"Leninsk": 843.9,
"Eberswalde": 2366.5,
"Gay": 1714.8,
"Novocheboksarsk": 1667.1,
"Garissa": 4692.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Leninsk: (48.70°, 45.20°)",
" Eberswalde: (52.83°, 13.82°)",
" Gay: (51.47°, 58.45°)",
" Novocheboksarsk: (56.11°, 47.48°)",
" Garissa: (-0.45°, 39.65°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Garissa: 4692.7 km from centroid",
" Eberswalde: 2366.5 km from centroid",
" Gay: 1714.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Garissa",
"FINAL ANSWER: Garissa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -19.80083,
"lon": -41.71306,
"name": "Ipanema"
},
{
"lat": -8.35806,
"lon": -42.24667,
"name": "São João do Piauí"
},
{
"lat": -37.15276,
"lon": -58.48838,
"name": "Ayacucho"
},
{
"lat": 2.77717,
"lon": -75.25642,
"name": "Rivera"
},
{
"lat": -37.62581,
"lon": 144.92555,
"name": "Roxburgh Park"
}
],
"question": "Which location is the geographic outlier among: Ipanema, São João do Piauí, Ayacucho, Rivera, Roxburgh Park?",
"ground_truth": {
"answer": "Roxburgh Park",
"outlier_distance_km": 13253.8,
"second_furthest_km": 7086.3,
"clarity_ratio": 1.87,
"median_distance_km": 4641.6,
"distances_to_centroid": {
"Ipanema": 2836.1,
"São João do Piauí": 3247.8,
"Ayacucho": 4641.6,
"Rivera": 7086.3,
"Roxburgh Park": 13253.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ipanema: (-19.80°, -41.71°)",
" São João do Piauí: (-8.36°, -42.25°)",
" Ayacucho: (-37.15°, -58.49°)",
" Rivera: (2.78°, -75.26°)",
" Roxburgh Park: (-37.63°, 144.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Roxburgh Park: 13253.8 km from centroid",
" Rivera: 7086.3 km from centroid",
" Ayacucho: 4641.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Roxburgh Park",
"FINAL ANSWER: Roxburgh Park"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -3.43944,
"lon": -39.14833,
"name": "Paraipaba"
},
{
"lat": -14.06944,
"lon": -42.475,
"name": "Caetité"
},
{
"lat": 6.15515,
"lon": -75.37371,
"name": "Rionegro"
},
{
"lat": -3.47222,
"lon": -51.19778,
"name": "Anapu"
},
{
"lat": 36.63333,
"lon": 139.98333,
"name": "Hōshakuji"
}
],
"question": "Which location is the geographic outlier among: Paraipaba, Caetité, Rionegro, Anapu, Hōshakuji?",
"ground_truth": {
"answer": "Hōshakuji",
"outlier_distance_km": 14697.9,
"second_furthest_km": 6834.8,
"clarity_ratio": 2.15,
"median_distance_km": 4262.5,
"distances_to_centroid": {
"Paraipaba": 2963.6,
"Caetité": 3783.3,
"Rionegro": 6834.8,
"Anapu": 4262.5,
"Hōshakuji": 14697.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Paraipaba: (-3.44°, -39.15°)",
" Caetité: (-14.07°, -42.48°)",
" Rionegro: (6.16°, -75.37°)",
" Anapu: (-3.47°, -51.20°)",
" Hōshakuji: (36.63°, 139.98°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Hōshakuji: 14697.9 km from centroid",
" Rionegro: 6834.8 km from centroid",
" Anapu: 4262.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Hōshakuji",
"FINAL ANSWER: Hōshakuji"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 54.09989,
"lon": 35.34254,
"name": "Sukhinichi"
},
{
"lat": 40.59144,
"lon": -4.14738,
"name": "San Lorenzo de El Escorial"
},
{
"lat": 60.74985,
"lon": 72.85824,
"name": "Pyt-Yakh"
},
{
"lat": 41.37732,
"lon": 2.08809,
"name": "Esplugues de Llobregat"
},
{
"lat": 38.49602,
"lon": -121.40884,
"name": "Florin"
}
],
"question": "Which location is the geographic outlier among: Sukhinichi, San Lorenzo de El Escorial, Pyt-Yakh, Esplugues de Llobregat, Florin?",
"ground_truth": {
"answer": "Florin",
"outlier_distance_km": 8708.5,
"second_furthest_km": 4888.6,
"clarity_ratio": 1.78,
"median_distance_km": 2783.2,
"distances_to_centroid": {
"Sukhinichi": 2783.2,
"San Lorenzo de El Escorial": 724.9,
"Pyt-Yakh": 4888.6,
"Esplugues de Llobregat": 753.0,
"Florin": 8708.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Sukhinichi: (54.10°, 35.34°)",
" San Lorenzo de El Escorial: (40.59°, -4.15°)",
" Pyt-Yakh: (60.75°, 72.86°)",
" Esplugues de Llobregat: (41.38°, 2.09°)",
" Florin: (38.50°, -121.41°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Florin: 8708.5 km from centroid",
" Pyt-Yakh: 4888.6 km from centroid",
" Sukhinichi: 2783.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Florin",
"FINAL ANSWER: Florin"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 52.22961,
"lon": 8.91612,
"name": "Porta Westfalica"
},
{
"lat": 41.40392,
"lon": 2.20413,
"name": "el Poblenou"
},
{
"lat": 52.13129,
"lon": 11.63189,
"name": "Magdeburg"
},
{
"lat": 53.86437,
"lon": -1.68743,
"name": "Yeadon"
},
{
"lat": 41.10172,
"lon": -80.76452,
"name": "Austintown"
}
],
"question": "Which location is the geographic outlier among: Porta Westfalica, el Poblenou, Magdeburg, Yeadon, Austintown?",
"ground_truth": {
"answer": "Austintown",
"outlier_distance_km": 5318.9,
"second_furthest_km": 1728.9,
"clarity_ratio": 3.08,
"median_distance_km": 1546.5,
"distances_to_centroid": {
"Porta Westfalica": 1546.5,
"el Poblenou": 1341.5,
"Magdeburg": 1728.9,
"Yeadon": 956.9,
"Austintown": 5318.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Porta Westfalica: (52.23°, 8.92°)",
" el Poblenou: (41.40°, 2.20°)",
" Magdeburg: (52.13°, 11.63°)",
" Yeadon: (53.86°, -1.69°)",
" Austintown: (41.10°, -80.76°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Austintown: 5318.9 km from centroid",
" Magdeburg: 1728.9 km from centroid",
" Porta Westfalica: 1546.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Austintown",
"FINAL ANSWER: Austintown"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.8,
"lon": 144.96667,
"name": "Carlton"
},
{
"lat": -37.8676,
"lon": 144.98099,
"name": "Saint Kilda"
},
{
"lat": -33.92399,
"lon": 151.22749,
"name": "Kingsford"
},
{
"lat": -25.28762,
"lon": 152.76936,
"name": "Hervey Bay"
},
{
"lat": 43.42896,
"lon": 39.92391,
"name": "Adler"
}
],
"question": "Which location is the geographic outlier among: Carlton, Saint Kilda, Kingsford, Hervey Bay, Adler?",
"ground_truth": {
"answer": "Adler",
"outlier_distance_km": 11146.7,
"second_furthest_km": 2983.7,
"clarity_ratio": 3.74,
"median_distance_km": 2804.6,
"distances_to_centroid": {
"Carlton": 2798.3,
"Saint Kilda": 2804.6,
"Kingsford": 2983.7,
"Hervey Bay": 2789.1,
"Adler": 11146.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Carlton: (-37.80°, 144.97°)",
" Saint Kilda: (-37.87°, 144.98°)",
" Kingsford: (-33.92°, 151.23°)",
" Hervey Bay: (-25.29°, 152.77°)",
" Adler: (43.43°, 39.92°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Adler: 11146.7 km from centroid",
" Kingsford: 2983.7 km from centroid",
" Saint Kilda: 2804.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Adler",
"FINAL ANSWER: Adler"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.01167,
"lon": 17.9442,
"name": "Saldanha"
},
{
"lat": -1.85238,
"lon": 36.77683,
"name": "Kajiado"
},
{
"lat": 7.85,
"lon": 36.65,
"name": "Āgaro"
},
{
"lat": 12.11451,
"lon": 12.8262,
"name": "Magumeri"
},
{
"lat": -37.96649,
"lon": 145.2081,
"name": "Dandenong North"
}
],
"question": "Which location is the geographic outlier among: Saldanha, Kajiado, Āgaro, Magumeri, Dandenong North?",
"ground_truth": {
"answer": "Dandenong North",
"outlier_distance_km": 9746.7,
"second_furthest_km": 4807.7,
"clarity_ratio": 2.03,
"median_distance_km": 4104.9,
"distances_to_centroid": {
"Saldanha": 4104.9,
"Kajiado": 1741.9,
"Āgaro": 2518.2,
"Magumeri": 4807.7,
"Dandenong North": 9746.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Saldanha: (-33.01°, 17.94°)",
" Kajiado: (-1.85°, 36.78°)",
" Āgaro: (7.85°, 36.65°)",
" Magumeri: (12.11°, 12.83°)",
" Dandenong North: (-37.97°, 145.21°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Dandenong North: 9746.7 km from centroid",
" Magumeri: 4807.7 km from centroid",
" Saldanha: 4104.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Dandenong North",
"FINAL ANSWER: Dandenong North"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -26.23806,
"lon": -51.07833,
"name": "Porto União"
},
{
"lat": 4.43139,
"lon": -61.14639,
"name": "Pacaraima"
},
{
"lat": -7.94083,
"lon": -34.87306,
"name": "Paulista"
},
{
"lat": -14.63126,
"lon": -69.44638,
"name": "La Rinconada"
},
{
"lat": 1.72837,
"lon": 128.00948,
"name": "Tobelo"
}
],
"question": "Which location is the geographic outlier among: Porto União, Pacaraima, Paulista, La Rinconada, Tobelo?",
"ground_truth": {
"answer": "Tobelo",
"outlier_distance_km": 16146.3,
"second_furthest_km": 5665.4,
"clarity_ratio": 2.85,
"median_distance_km": 5027.6,
"distances_to_centroid": {
"Porto União": 4031.7,
"Pacaraima": 5027.6,
"Paulista": 1890.1,
"La Rinconada": 5665.4,
"Tobelo": 16146.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Porto União: (-26.24°, -51.08°)",
" Pacaraima: (4.43°, -61.15°)",
" Paulista: (-7.94°, -34.87°)",
" La Rinconada: (-14.63°, -69.45°)",
" Tobelo: (1.73°, 128.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tobelo: 16146.3 km from centroid",
" La Rinconada: 5665.4 km from centroid",
" Pacaraima: 5027.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tobelo",
"FINAL ANSWER: Tobelo"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 45.80463,
"lon": 13.53292,
"name": "Monfalcone"
},
{
"lat": 53.86893,
"lon": 10.68729,
"name": "Lübeck"
},
{
"lat": 51.66931,
"lon": -4.04163,
"name": "Gorseinon"
},
{
"lat": 62.26537,
"lon": 74.47906,
"name": "Kogalym"
},
{
"lat": -8.44869,
"lon": 115.60621,
"name": "Amlapura city"
}
],
"question": "Which location is the geographic outlier among: Monfalcone, Lübeck, Gorseinon, Kogalym, Amlapura city?",
"ground_truth": {
"answer": "Amlapura city",
"outlier_distance_km": 9274.5,
"second_furthest_km": 3660.8,
"clarity_ratio": 2.53,
"median_distance_km": 3188.2,
"distances_to_centroid": {
"Monfalcone": 2350.3,
"Lübeck": 2723.6,
"Gorseinon": 3660.8,
"Kogalym": 3188.2,
"Amlapura city": 9274.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Monfalcone: (45.80°, 13.53°)",
" Lübeck: (53.87°, 10.69°)",
" Gorseinon: (51.67°, -4.04°)",
" Kogalym: (62.27°, 74.48°)",
" Amlapura city: (-8.45°, 115.61°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Amlapura city: 9274.5 km from centroid",
" Gorseinon: 3660.8 km from centroid",
" Kogalym: 3188.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Amlapura city",
"FINAL ANSWER: Amlapura city"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.92399,
"lon": 151.22749,
"name": "Kingsford"
},
{
"lat": -37.60075,
"lon": 145.09555,
"name": "Mernda"
},
{
"lat": -38.02388,
"lon": 144.40617,
"name": "Lara"
},
{
"lat": -37.70988,
"lon": 144.75483,
"name": "Taylors Hill"
},
{
"lat": -27.24179,
"lon": 27.57422,
"name": "Koppies"
}
],
"question": "Which location is the geographic outlier among: Kingsford, Mernda, Lara, Taylors Hill, Koppies?",
"ground_truth": {
"answer": "Koppies",
"outlier_distance_km": 8738.5,
"second_furthest_km": 2618.4,
"clarity_ratio": 3.34,
"median_distance_km": 2033.4,
"distances_to_centroid": {
"Kingsford": 2618.4,
"Mernda": 2033.4,
"Lara": 1975.0,
"Taylors Hill": 2003.9,
"Koppies": 8738.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kingsford: (-33.92°, 151.23°)",
" Mernda: (-37.60°, 145.10°)",
" Lara: (-38.02°, 144.41°)",
" Taylors Hill: (-37.71°, 144.75°)",
" Koppies: (-27.24°, 27.57°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Koppies: 8738.5 km from centroid",
" Kingsford: 2618.4 km from centroid",
" Mernda: 2033.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Koppies",
"FINAL ANSWER: Koppies"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -10.32,
"lon": -36.57944,
"name": "Neópolis"
},
{
"lat": -23.44077,
"lon": -46.73774,
"name": "Jaraguá"
},
{
"lat": -27.21787,
"lon": -61.18738,
"name": "Charata"
},
{
"lat": -6.96333,
"lon": -35.69167,
"name": "Areia"
},
{
"lat": 14.40076,
"lon": 37.93399,
"name": "Sheraro"
}
],
"question": "Which location is the geographic outlier among: Neópolis, Jaraguá, Charata, Areia, Sheraro?",
"ground_truth": {
"answer": "Sheraro",
"outlier_distance_km": 7831.1,
"second_furthest_km": 3882.4,
"clarity_ratio": 2.02,
"median_distance_km": 2399.9,
"distances_to_centroid": {
"Neópolis": 889.5,
"Jaraguá": 2399.9,
"Charata": 3882.4,
"Areia": 897.7,
"Sheraro": 7831.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Neópolis: (-10.32°, -36.58°)",
" Jaraguá: (-23.44°, -46.74°)",
" Charata: (-27.22°, -61.19°)",
" Areia: (-6.96°, -35.69°)",
" Sheraro: (14.40°, 37.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Sheraro: 7831.1 km from centroid",
" Charata: 3882.4 km from centroid",
" Jaraguá: 2399.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Sheraro",
"FINAL ANSWER: Sheraro"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.00166,
"lon": 13.6488,
"name": "Freital"
},
{
"lat": 48.98994,
"lon": 2.1699,
"name": "Herblay-sur-Seine"
},
{
"lat": 50.95753,
"lon": 6.93611,
"name": "Neuehrenfeld"
},
{
"lat": 55.58183,
"lon": 38.91994,
"name": "Kurovskoye"
},
{
"lat": 28.91154,
"lon": 79.52009,
"name": "Kichha"
}
],
"question": "Which location is the geographic outlier among: Freital, Herblay-sur-Seine, Neuehrenfeld, Kurovskoye, Kichha?",
"ground_truth": {
"answer": "Kichha",
"outlier_distance_km": 4822.9,
"second_furthest_km": 1940.0,
"clarity_ratio": 2.49,
"median_distance_km": 1605.5,
"distances_to_centroid": {
"Freital": 1146.5,
"Herblay-sur-Seine": 1940.0,
"Neuehrenfeld": 1605.5,
"Kurovskoye": 1198.2,
"Kichha": 4822.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Freital: (51.00°, 13.65°)",
" Herblay-sur-Seine: (48.99°, 2.17°)",
" Neuehrenfeld: (50.96°, 6.94°)",
" Kurovskoye: (55.58°, 38.92°)",
" Kichha: (28.91°, 79.52°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kichha: 4822.9 km from centroid",
" Herblay-sur-Seine: 1940.0 km from centroid",
" Neuehrenfeld: 1605.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kichha",
"FINAL ANSWER: Kichha"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -38.16604,
"lon": 145.13643,
"name": "Frankston South"
},
{
"lat": -37.66667,
"lon": 145.01667,
"name": "Lalor"
},
{
"lat": -33.9681,
"lon": 151.13564,
"name": "Kogarah"
},
{
"lat": -28.00274,
"lon": 153.42999,
"name": "Surfers Paradise"
},
{
"lat": 56.03715,
"lon": 93.12684,
"name": "Berëzovka"
}
],
"question": "Which location is the geographic outlier among: Frankston South, Lalor, Kogarah, Surfers Paradise, Berëzovka?",
"ground_truth": {
"answer": "Berëzovka",
"outlier_distance_km": 9053.5,
"second_furthest_km": 2535.7,
"clarity_ratio": 3.57,
"median_distance_km": 2479.8,
"distances_to_centroid": {
"Frankston South": 2535.7,
"Lalor": 2479.8,
"Kogarah": 2382.1,
"Surfers Paradise": 2080.6,
"Berëzovka": 9053.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Frankston South: (-38.17°, 145.14°)",
" Lalor: (-37.67°, 145.02°)",
" Kogarah: (-33.97°, 151.14°)",
" Surfers Paradise: (-28.00°, 153.43°)",
" Berëzovka: (56.04°, 93.13°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Berëzovka: 9053.5 km from centroid",
" Frankston South: 2535.7 km from centroid",
" Lalor: 2479.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Berëzovka",
"FINAL ANSWER: Berëzovka"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -7.40056,
"lon": -79.57139,
"name": "Pacasmayo"
},
{
"lat": 5.06692,
"lon": -74.59499,
"name": "Guaduas"
},
{
"lat": -24.4875,
"lon": -47.84361,
"name": "Registro"
},
{
"lat": 3.23114,
"lon": -76.41668,
"name": "Puerto Tejada"
},
{
"lat": -28.41789,
"lon": 32.18483,
"name": "Mtubatuba"
}
],
"question": "Which location is the geographic outlier among: Pacasmayo, Guaduas, Registro, Puerto Tejada, Mtubatuba?",
"ground_truth": {
"answer": "Mtubatuba",
"outlier_distance_km": 8628.4,
"second_furthest_km": 3368.1,
"clarity_ratio": 2.56,
"median_distance_km": 3346.5,
"distances_to_centroid": {
"Pacasmayo": 3346.5,
"Guaduas": 3291.8,
"Registro": 1573.3,
"Puerto Tejada": 3368.1,
"Mtubatuba": 8628.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Pacasmayo: (-7.40°, -79.57°)",
" Guaduas: (5.07°, -74.59°)",
" Registro: (-24.49°, -47.84°)",
" Puerto Tejada: (3.23°, -76.42°)",
" Mtubatuba: (-28.42°, 32.18°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Mtubatuba: 8628.4 km from centroid",
" Puerto Tejada: 3368.1 km from centroid",
" Pacasmayo: 3346.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Mtubatuba",
"FINAL ANSWER: Mtubatuba"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 19.02681,
"lon": 74.71487,
"name": "Ārangaon"
},
{
"lat": 14.9127,
"lon": 120.56659,
"name": "Santa Cruz"
},
{
"lat": 34.06153,
"lon": 108.62905,
"name": "Yuxia"
},
{
"lat": 34.38889,
"lon": 118.05,
"name": "Chenlou"
},
{
"lat": 19.60833,
"lon": -99.16944,
"name": "Buenavista"
}
],
"question": "Which location is the geographic outlier among: Ārangaon, Santa Cruz, Yuxia, Chenlou, Buenavista?",
"ground_truth": {
"answer": "Buenavista",
"outlier_distance_km": 14814.0,
"second_furthest_km": 5921.3,
"clarity_ratio": 2.5,
"median_distance_km": 5239.8,
"distances_to_centroid": {
"Ārangaon": 1206.7,
"Santa Cruz": 5921.3,
"Yuxia": 4374.1,
"Chenlou": 5239.8,
"Buenavista": 14814.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ārangaon: (19.03°, 74.71°)",
" Santa Cruz: (14.91°, 120.57°)",
" Yuxia: (34.06°, 108.63°)",
" Chenlou: (34.39°, 118.05°)",
" Buenavista: (19.61°, -99.17°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Buenavista: 14814.0 km from centroid",
" Santa Cruz: 5921.3 km from centroid",
" Chenlou: 5239.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Buenavista",
"FINAL ANSWER: Buenavista"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 52.96572,
"lon": 10.56111,
"name": "Uelzen"
},
{
"lat": 45.55301,
"lon": 9.29907,
"name": "Brugherio"
},
{
"lat": 52.14,
"lon": 5.58472,
"name": "Barneveld"
},
{
"lat": 45.44207,
"lon": 9.09445,
"name": "Cesano Boscone"
},
{
"lat": 20.52353,
"lon": -100.8157,
"name": "Celaya"
}
],
"question": "Which location is the geographic outlier among: Uelzen, Brugherio, Barneveld, Cesano Boscone, Celaya?",
"ground_truth": {
"answer": "Celaya",
"outlier_distance_km": 8268.7,
"second_furthest_km": 2052.2,
"clarity_ratio": 4.03,
"median_distance_km": 1801.6,
"distances_to_centroid": {
"Uelzen": 2052.2,
"Brugherio": 1801.6,
"Barneveld": 1708.3,
"Cesano Boscone": 1785.7,
"Celaya": 8268.7
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Uelzen: (52.97°, 10.56°)",
" Brugherio: (45.55°, 9.30°)",
" Barneveld: (52.14°, 5.58°)",
" Cesano Boscone: (45.44°, 9.09°)",
" Celaya: (20.52°, -100.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Celaya: 8268.7 km from centroid",
" Uelzen: 2052.2 km from centroid",
" Brugherio: 1801.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Celaya",
"FINAL ANSWER: Celaya"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 52.89,
"lon": 4.74028,
"name": "Julianadorp"
},
{
"lat": 51.965,
"lon": 6.28889,
"name": "Doetinchem"
},
{
"lat": 49.58333,
"lon": 3.0,
"name": "Noyon"
},
{
"lat": 42.95488,
"lon": 12.70268,
"name": "Foligno"
},
{
"lat": 9.56561,
"lon": 36.63569,
"name": "Gutin"
}
],
"question": "Which location is the geographic outlier among: Julianadorp, Doetinchem, Noyon, Foligno, Gutin?",
"ground_truth": {
"answer": "Gutin",
"outlier_distance_km": 4247.3,
"second_furthest_km": 1410.3,
"clarity_ratio": 3.01,
"median_distance_km": 1271.4,
"distances_to_centroid": {
"Julianadorp": 1410.3,
"Doetinchem": 1271.4,
"Noyon": 1180.5,
"Foligno": 173.8,
"Gutin": 4247.3
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Julianadorp: (52.89°, 4.74°)",
" Doetinchem: (51.97°, 6.29°)",
" Noyon: (49.58°, 3.00°)",
" Foligno: (42.95°, 12.70°)",
" Gutin: (9.57°, 36.64°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Gutin: 4247.3 km from centroid",
" Julianadorp: 1410.3 km from centroid",
" Doetinchem: 1271.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Gutin",
"FINAL ANSWER: Gutin"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 51.33568,
"lon": 1.41797,
"name": "Ramsgate"
},
{
"lat": 41.89184,
"lon": 48.41247,
"name": "Belidzhi"
},
{
"lat": 43.66141,
"lon": 10.63067,
"name": "Pontedera"
},
{
"lat": 50.72374,
"lon": 2.53729,
"name": "Hazebrouck"
},
{
"lat": 8.56102,
"lon": 77.97214,
"name": "Nazareth"
}
],
"question": "Which location is the geographic outlier among: Ramsgate, Belidzhi, Pontedera, Hazebrouck, Nazareth?",
"ground_truth": {
"answer": "Nazareth",
"outlier_distance_km": 5996.9,
"second_furthest_km": 2468.2,
"clarity_ratio": 2.43,
"median_distance_km": 2369.8,
"distances_to_centroid": {
"Ramsgate": 2468.2,
"Belidzhi": 1729.1,
"Pontedera": 1540.8,
"Hazebrouck": 2369.8,
"Nazareth": 5996.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Ramsgate: (51.34°, 1.42°)",
" Belidzhi: (41.89°, 48.41°)",
" Pontedera: (43.66°, 10.63°)",
" Hazebrouck: (50.72°, 2.54°)",
" Nazareth: (8.56°, 77.97°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Nazareth: 5996.9 km from centroid",
" Ramsgate: 2468.2 km from centroid",
" Hazebrouck: 2369.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Nazareth",
"FINAL ANSWER: Nazareth"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -21.66917,
"lon": -42.07611,
"name": "Itaocara"
},
{
"lat": -22.50917,
"lon": -48.55778,
"name": "Igaraçu do Tietê"
},
{
"lat": -3.79833,
"lon": -40.26056,
"name": "Forquilha"
},
{
"lat": -15.84003,
"lon": -70.02198,
"name": "Puno"
},
{
"lat": 13.69157,
"lon": 99.92982,
"name": "Bang Phae"
}
],
"question": "Which location is the geographic outlier among: Itaocara, Igaraçu do Tietê, Forquilha, Puno, Bang Phae?",
"ground_truth": {
"answer": "Bang Phae",
"outlier_distance_km": 13502.1,
"second_furthest_km": 5426.5,
"clarity_ratio": 2.49,
"median_distance_km": 3321.2,
"distances_to_centroid": {
"Itaocara": 2669.3,
"Igaraçu do Tietê": 3321.2,
"Forquilha": 2319.2,
"Puno": 5426.5,
"Bang Phae": 13502.1
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Itaocara: (-21.67°, -42.08°)",
" Igaraçu do Tietê: (-22.51°, -48.56°)",
" Forquilha: (-3.80°, -40.26°)",
" Puno: (-15.84°, -70.02°)",
" Bang Phae: (13.69°, 99.93°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bang Phae: 13502.1 km from centroid",
" Puno: 5426.5 km from centroid",
" Igaraçu do Tietê: 3321.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bang Phae",
"FINAL ANSWER: Bang Phae"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.55,
"lon": 37.48333,
"name": "Dembech’a"
},
{
"lat": 10.16756,
"lon": 12.73684,
"name": "Gombi"
},
{
"lat": 9.92849,
"lon": 8.89212,
"name": "Jos"
},
{
"lat": 29.85,
"lon": 31.26667,
"name": "Al Badrashayn"
},
{
"lat": -27.25204,
"lon": 152.99226,
"name": "Kallangur"
}
],
"question": "Which location is the geographic outlier among: Dembech’a, Gombi, Jos, Al Badrashayn, Kallangur?",
"ground_truth": {
"answer": "Kallangur",
"outlier_distance_km": 11758.5,
"second_furthest_km": 4390.0,
"clarity_ratio": 2.68,
"median_distance_km": 3970.3,
"distances_to_centroid": {
"Dembech’a": 1304.3,
"Gombi": 3970.3,
"Jos": 4390.0,
"Al Badrashayn": 3157.6,
"Kallangur": 11758.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Dembech’a: (10.55°, 37.48°)",
" Gombi: (10.17°, 12.74°)",
" Jos: (9.93°, 8.89°)",
" Al Badrashayn: (29.85°, 31.27°)",
" Kallangur: (-27.25°, 152.99°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Kallangur: 11758.5 km from centroid",
" Jos: 4390.0 km from centroid",
" Gombi: 3970.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Kallangur",
"FINAL ANSWER: Kallangur"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 10.01636,
"lon": 76.34168,
"name": "Kakkanad"
},
{
"lat": 14.31812,
"lon": 120.76609,
"name": "Naic"
},
{
"lat": 28.9629,
"lon": 106.92844,
"name": "Wansheng"
},
{
"lat": 10.1624,
"lon": 123.7076,
"name": "San Fernando"
},
{
"lat": -3.54281,
"lon": -45.60852,
"name": "Bom Jardim"
}
],
"question": "Which location is the geographic outlier among: Kakkanad, Naic, Wansheng, San Fernando, Bom Jardim?",
"ground_truth": {
"answer": "Bom Jardim",
"outlier_distance_km": 13571.8,
"second_furthest_km": 5157.4,
"clarity_ratio": 2.63,
"median_distance_km": 4801.0,
"distances_to_centroid": {
"Kakkanad": 218.9,
"Naic": 4801.0,
"Wansheng": 3677.6,
"San Fernando": 5157.4,
"Bom Jardim": 13571.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kakkanad: (10.02°, 76.34°)",
" Naic: (14.32°, 120.77°)",
" Wansheng: (28.96°, 106.93°)",
" San Fernando: (10.16°, 123.71°)",
" Bom Jardim: (-3.54°, -45.61°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Bom Jardim: 13571.8 km from centroid",
" San Fernando: 5157.4 km from centroid",
" Naic: 4801.0 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Bom Jardim",
"FINAL ANSWER: Bom Jardim"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.70365,
"lon": -89.40731,
"name": "Washington"
},
{
"lat": 38.77261,
"lon": -77.22109,
"name": "West Springfield"
},
{
"lat": 38.88584,
"lon": -94.53301,
"name": "Grandview"
},
{
"lat": 22.74678,
"lon": -102.5188,
"name": "Guadalupe"
},
{
"lat": -4.23116,
"lon": -69.93858,
"name": "Tabatinga"
}
],
"question": "Which location is the geographic outlier among: Washington, West Springfield, Grandview, Guadalupe, Tabatinga?",
"ground_truth": {
"answer": "Tabatinga",
"outlier_distance_km": 3949.4,
"second_furthest_km": 1670.6,
"clarity_ratio": 2.36,
"median_distance_km": 1543.9,
"distances_to_centroid": {
"Washington": 1502.3,
"West Springfield": 1543.9,
"Grandview": 1470.6,
"Guadalupe": 1670.6,
"Tabatinga": 3949.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Washington: (40.70°, -89.41°)",
" West Springfield: (38.77°, -77.22°)",
" Grandview: (38.89°, -94.53°)",
" Guadalupe: (22.75°, -102.52°)",
" Tabatinga: (-4.23°, -69.94°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Tabatinga: 3949.4 km from centroid",
" Guadalupe: 1670.6 km from centroid",
" West Springfield: 1543.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Tabatinga",
"FINAL ANSWER: Tabatinga"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 59.70056,
"lon": 30.78472,
"name": "Nikol’skoye"
},
{
"lat": 51.37,
"lon": 6.16806,
"name": "Venlo"
},
{
"lat": 28.92313,
"lon": -13.66579,
"name": "Puerto del Carmen"
},
{
"lat": 28.31122,
"lon": -16.41276,
"name": "Güimar"
},
{
"lat": 33.59259,
"lon": -84.67294,
"name": "South Fulton"
}
],
"question": "Which location is the geographic outlier among: Nikol’skoye, Venlo, Puerto del Carmen, Güimar, South Fulton?",
"ground_truth": {
"answer": "South Fulton",
"outlier_distance_km": 6029.0,
"second_furthest_km": 3830.2,
"clarity_ratio": 1.57,
"median_distance_km": 2066.2,
"distances_to_centroid": {
"Nikol’skoye": 3830.2,
"Venlo": 2066.2,
"Puerto del Carmen": 1285.5,
"Güimar": 1344.2,
"South Fulton": 6029.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Nikol’skoye: (59.70°, 30.78°)",
" Venlo: (51.37°, 6.17°)",
" Puerto del Carmen: (28.92°, -13.67°)",
" Güimar: (28.31°, -16.41°)",
" South Fulton: (33.59°, -84.67°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" South Fulton: 6029.0 km from centroid",
" Nikol’skoye: 3830.2 km from centroid",
" Venlo: 2066.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: South Fulton",
"FINAL ANSWER: South Fulton"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.82289,
"lon": 147.61041,
"name": "Bairnsdale"
},
{
"lat": -37.58333,
"lon": 145.03333,
"name": "Wollert"
},
{
"lat": -38.09968,
"lon": 145.17248,
"name": "Carrum Downs"
},
{
"lat": -43.58333,
"lon": 172.38333,
"name": "Rolleston"
},
{
"lat": 27.06309,
"lon": 31.34425,
"name": "As Sāḩil"
}
],
"question": "Which location is the geographic outlier among: Bairnsdale, Wollert, Carrum Downs, Rolleston, As Sāḩil?",
"ground_truth": {
"answer": "As Sāḩil",
"outlier_distance_km": 11925.6,
"second_furthest_km": 4408.5,
"clarity_ratio": 2.71,
"median_distance_km": 2238.6,
"distances_to_centroid": {
"Bairnsdale": 2238.6,
"Wollert": 2032.9,
"Carrum Downs": 2075.8,
"Rolleston": 4408.5,
"As Sāḩil": 11925.6
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bairnsdale: (-37.82°, 147.61°)",
" Wollert: (-37.58°, 145.03°)",
" Carrum Downs: (-38.10°, 145.17°)",
" Rolleston: (-43.58°, 172.38°)",
" As Sāḩil: (27.06°, 31.34°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" As Sāḩil: 11925.6 km from centroid",
" Rolleston: 4408.5 km from centroid",
" Bairnsdale: 2238.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: As Sāḩil",
"FINAL ANSWER: As Sāḩil"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.85677,
"lon": -74.12848,
"name": "Passaic"
},
{
"lat": 20.06417,
"lon": -98.71722,
"name": "La Providencia Siglo XXI"
},
{
"lat": 38.98872,
"lon": -76.98136,
"name": "Langley Park"
},
{
"lat": 40.8351,
"lon": -73.13122,
"name": "Lake Ronkonkoma"
},
{
"lat": -28.21298,
"lon": 153.53634,
"name": "Banora Point"
}
],
"question": "Which location is the geographic outlier among: Passaic, La Providencia Siglo XXI, Langley Park, Lake Ronkonkoma, Banora Point?",
"ground_truth": {
"answer": "Banora Point",
"outlier_distance_km": 19036.5,
"second_furthest_km": 6669.1,
"clarity_ratio": 2.85,
"median_distance_km": 4456.5,
"distances_to_centroid": {
"Passaic": 4269.2,
"La Providencia Siglo XXI": 6669.1,
"Langley Park": 4456.5,
"Lake Ronkonkoma": 4188.1,
"Banora Point": 19036.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Passaic: (40.86°, -74.13°)",
" La Providencia Siglo XXI: (20.06°, -98.72°)",
" Langley Park: (38.99°, -76.98°)",
" Lake Ronkonkoma: (40.84°, -73.13°)",
" Banora Point: (-28.21°, 153.54°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Banora Point: 19036.5 km from centroid",
" La Providencia Siglo XXI: 6669.1 km from centroid",
" Langley Park: 4456.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Banora Point",
"FINAL ANSWER: Banora Point"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.88333,
"lon": 151.1,
"name": "Burwood"
},
{
"lat": -32.05251,
"lon": 115.88782,
"name": "Willetton"
},
{
"lat": -43.53333,
"lon": 172.63333,
"name": "Christchurch"
},
{
"lat": -33.32711,
"lon": 115.64137,
"name": "Bunbury"
},
{
"lat": 33.93807,
"lon": -118.35258,
"name": "Lennox"
}
],
"question": "Which location is the geographic outlier among: Burwood, Willetton, Christchurch, Bunbury, Lennox?",
"ground_truth": {
"answer": "Lennox",
"outlier_distance_km": 17158.0,
"second_furthest_km": 7991.3,
"clarity_ratio": 2.15,
"median_distance_km": 6311.4,
"distances_to_centroid": {
"Burwood": 6311.4,
"Willetton": 3036.9,
"Christchurch": 7991.3,
"Bunbury": 3054.6,
"Lennox": 17158.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Burwood: (-33.88°, 151.10°)",
" Willetton: (-32.05°, 115.89°)",
" Christchurch: (-43.53°, 172.63°)",
" Bunbury: (-33.33°, 115.64°)",
" Lennox: (33.94°, -118.35°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Lennox: 17158.0 km from centroid",
" Christchurch: 7991.3 km from centroid",
" Burwood: 6311.4 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Lennox",
"FINAL ANSWER: Lennox"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -33.76667,
"lon": 150.91667,
"name": "Blacktown"
},
{
"lat": -40.95972,
"lon": 175.6575,
"name": "Masterton"
},
{
"lat": -32.06003,
"lon": 115.955,
"name": "Thornlie"
},
{
"lat": -33.9209,
"lon": 151.12506,
"name": "Earlwood"
},
{
"lat": 50.07139,
"lon": 8.85123,
"name": "Obertshausen"
}
],
"question": "Which location is the geographic outlier among: Blacktown, Masterton, Thornlie, Earlwood, Obertshausen?",
"ground_truth": {
"answer": "Obertshausen",
"outlier_distance_km": 13078.9,
"second_furthest_km": 5795.6,
"clarity_ratio": 2.26,
"median_distance_km": 3507.3,
"distances_to_centroid": {
"Blacktown": 3483.0,
"Masterton": 5795.6,
"Thornlie": 1614.9,
"Earlwood": 3507.3,
"Obertshausen": 13078.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Blacktown: (-33.77°, 150.92°)",
" Masterton: (-40.96°, 175.66°)",
" Thornlie: (-32.06°, 115.95°)",
" Earlwood: (-33.92°, 151.13°)",
" Obertshausen: (50.07°, 8.85°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Obertshausen: 13078.9 km from centroid",
" Masterton: 5795.6 km from centroid",
" Earlwood: 3507.3 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Obertshausen",
"FINAL ANSWER: Obertshausen"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 53.05962,
"lon": 60.64125,
"name": "Kartaly"
},
{
"lat": 50.78351,
"lon": -1.09071,
"name": "Southsea"
},
{
"lat": 43.24622,
"lon": 5.39788,
"name": "Mazargues"
},
{
"lat": 50.41342,
"lon": 36.92537,
"name": "Shebekino"
},
{
"lat": 8.96727,
"lon": 76.54188,
"name": "Chavara"
}
],
"question": "Which location is the geographic outlier among: Kartaly, Southsea, Mazargues, Shebekino, Chavara?",
"ground_truth": {
"answer": "Chavara",
"outlier_distance_km": 5379.8,
"second_furthest_km": 2991.3,
"clarity_ratio": 1.8,
"median_distance_km": 2487.7,
"distances_to_centroid": {
"Kartaly": 2276.7,
"Southsea": 2991.3,
"Mazargues": 2487.7,
"Shebekino": 1018.5,
"Chavara": 5379.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kartaly: (53.06°, 60.64°)",
" Southsea: (50.78°, -1.09°)",
" Mazargues: (43.25°, 5.40°)",
" Shebekino: (50.41°, 36.93°)",
" Chavara: (8.97°, 76.54°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Chavara: 5379.8 km from centroid",
" Southsea: 2991.3 km from centroid",
" Mazargues: 2487.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Chavara",
"FINAL ANSWER: Chavara"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 38.81144,
"lon": -89.95316,
"name": "Edwardsville"
},
{
"lat": 42.13919,
"lon": -87.92896,
"name": "Wheeling"
},
{
"lat": 38.25424,
"lon": -85.75941,
"name": "Louisville"
},
{
"lat": 40.57455,
"lon": -74.30209,
"name": "Colonia"
},
{
"lat": -8.87556,
"lon": -36.36667,
"name": "São João"
}
],
"question": "Which location is the geographic outlier among: Edwardsville, Wheeling, Louisville, Colonia, São João?",
"ground_truth": {
"answer": "São João",
"outlier_distance_km": 5980.0,
"second_furthest_km": 1768.9,
"clarity_ratio": 3.38,
"median_distance_km": 1679.7,
"distances_to_centroid": {
"Edwardsville": 1679.7,
"Wheeling": 1768.9,
"Louisville": 1343.5,
"Colonia": 1156.8,
"São João": 5980.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Edwardsville: (38.81°, -89.95°)",
" Wheeling: (42.14°, -87.93°)",
" Louisville: (38.25°, -85.76°)",
" Colonia: (40.57°, -74.30°)",
" São João: (-8.88°, -36.37°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" São João: 5980.0 km from centroid",
" Wheeling: 1768.9 km from centroid",
" Edwardsville: 1679.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: São João",
"FINAL ANSWER: São João"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 34.69926,
"lon": -86.74833,
"name": "Madison"
},
{
"lat": 31.87149,
"lon": -116.60071,
"name": "Ensenada"
},
{
"lat": 37.52021,
"lon": -122.2758,
"name": "Belmont"
},
{
"lat": 39.28844,
"lon": -77.20387,
"name": "Damascus"
},
{
"lat": -20.42833,
"lon": -47.82417,
"name": "Guará"
}
],
"question": "Which location is the geographic outlier among: Madison, Ensenada, Belmont, Damascus, Guará?",
"ground_truth": {
"answer": "Guará",
"outlier_distance_km": 6781.9,
"second_furthest_km": 3360.5,
"clarity_ratio": 2.02,
"median_distance_km": 2708.5,
"distances_to_centroid": {
"Madison": 1170.4,
"Ensenada": 2708.5,
"Belmont": 3360.5,
"Damascus": 2034.6,
"Guará": 6781.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Madison: (34.70°, -86.75°)",
" Ensenada: (31.87°, -116.60°)",
" Belmont: (37.52°, -122.28°)",
" Damascus: (39.29°, -77.20°)",
" Guará: (-20.43°, -47.82°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Guará: 6781.9 km from centroid",
" Belmont: 3360.5 km from centroid",
" Ensenada: 2708.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Guará",
"FINAL ANSWER: Guará"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 40.87822,
"lon": 14.14352,
"name": "Quarto"
},
{
"lat": 41.38125,
"lon": 2.11744,
"name": "la Maternitat i Sant Ramon"
},
{
"lat": 48.79947,
"lon": 9.79809,
"name": "Schwäbisch Gmünd"
},
{
"lat": 50.94159,
"lon": -2.63211,
"name": "Yeovil"
},
{
"lat": -4.25667,
"lon": -43.01278,
"name": "Coelho Neto"
}
],
"question": "Which location is the geographic outlier among: Quarto, la Maternitat i Sant Ramon, Schwäbisch Gmünd, Yeovil, Coelho Neto?",
"ground_truth": {
"answer": "Coelho Neto",
"outlier_distance_km": 6014.2,
"second_furthest_km": 1850.9,
"clarity_ratio": 3.25,
"median_distance_km": 1714.7,
"distances_to_centroid": {
"Quarto": 1681.6,
"la Maternitat i Sant Ramon": 834.2,
"Schwäbisch Gmünd": 1850.9,
"Yeovil": 1714.7,
"Coelho Neto": 6014.2
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Quarto: (40.88°, 14.14°)",
" la Maternitat i Sant Ramon: (41.38°, 2.12°)",
" Schwäbisch Gmünd: (48.80°, 9.80°)",
" Yeovil: (50.94°, -2.63°)",
" Coelho Neto: (-4.26°, -43.01°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Coelho Neto: 6014.2 km from centroid",
" Schwäbisch Gmünd: 1850.9 km from centroid",
" Yeovil: 1714.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Coelho Neto",
"FINAL ANSWER: Coelho Neto"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -37.74981,
"lon": 144.9109,
"name": "Essendon"
},
{
"lat": -37.96944,
"lon": 145.04806,
"name": "Cheltenham"
},
{
"lat": -37.83382,
"lon": 144.93834,
"name": "City of Port Phillip"
},
{
"lat": -33.76667,
"lon": 150.91667,
"name": "Blacktown"
},
{
"lat": 7.84855,
"lon": 4.32981,
"name": "Inisa"
}
],
"question": "Which location is the geographic outlier among: Essendon, Cheltenham, City of Port Phillip, Blacktown, Inisa?",
"ground_truth": {
"answer": "Inisa",
"outlier_distance_km": 12739.5,
"second_furthest_km": 3193.2,
"clarity_ratio": 3.99,
"median_distance_km": 2746.2,
"distances_to_centroid": {
"Essendon": 2727.9,
"Cheltenham": 2746.2,
"City of Port Phillip": 2732.7,
"Blacktown": 3193.2,
"Inisa": 12739.5
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Essendon: (-37.75°, 144.91°)",
" Cheltenham: (-37.97°, 145.05°)",
" City of Port Phillip: (-37.83°, 144.94°)",
" Blacktown: (-33.77°, 150.92°)",
" Inisa: (7.85°, 4.33°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Inisa: 12739.5 km from centroid",
" Blacktown: 3193.2 km from centroid",
" Cheltenham: 2746.2 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Inisa",
"FINAL ANSWER: Inisa"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 31.35573,
"lon": 31.68484,
"name": "Kafr Sa‘d"
},
{
"lat": -32.33083,
"lon": 28.14981,
"name": "Butterworth"
},
{
"lat": 8.83784,
"lon": 3.75628,
"name": "Igboho"
},
{
"lat": 27.3126,
"lon": 30.96987,
"name": "Manfalūţ"
},
{
"lat": -33.95,
"lon": 151.13333,
"name": "Rockdale"
}
],
"question": "Which location is the geographic outlier among: Kafr Sa‘d, Butterworth, Igboho, Manfalūţ, Rockdale?",
"ground_truth": {
"answer": "Rockdale",
"outlier_distance_km": 11126.8,
"second_furthest_km": 5114.8,
"clarity_ratio": 2.18,
"median_distance_km": 4239.8,
"distances_to_centroid": {
"Kafr Sa‘d": 3917.3,
"Butterworth": 4239.8,
"Igboho": 5114.8,
"Manfalūţ": 3580.7,
"Rockdale": 11126.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Kafr Sa‘d: (31.36°, 31.68°)",
" Butterworth: (-32.33°, 28.15°)",
" Igboho: (8.84°, 3.76°)",
" Manfalūţ: (27.31°, 30.97°)",
" Rockdale: (-33.95°, 151.13°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Rockdale: 11126.8 km from centroid",
" Igboho: 5114.8 km from centroid",
" Butterworth: 4239.8 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Rockdale",
"FINAL ANSWER: Rockdale"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -23.4837,
"lon": -46.41309,
"name": "Jardim Helena"
},
{
"lat": -23.02639,
"lon": -45.55528,
"name": "Taubaté"
},
{
"lat": -10.90889,
"lon": -37.03861,
"name": "Barra dos Coqueiros"
},
{
"lat": -7.85583,
"lon": -35.58833,
"name": "João Alfredo"
},
{
"lat": 40.75566,
"lon": -73.58763,
"name": "Westbury"
}
],
"question": "Which location is the geographic outlier among: Jardim Helena, Taubaté, Barra dos Coqueiros, João Alfredo, Westbury?",
"ground_truth": {
"answer": "Westbury",
"outlier_distance_km": 5724.0,
"second_furthest_km": 2070.1,
"clarity_ratio": 2.77,
"median_distance_km": 2027.5,
"distances_to_centroid": {
"Jardim Helena": 2070.1,
"Taubaté": 2027.5,
"Barra dos Coqueiros": 1344.2,
"João Alfredo": 1371.1,
"Westbury": 5724.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Jardim Helena: (-23.48°, -46.41°)",
" Taubaté: (-23.03°, -45.56°)",
" Barra dos Coqueiros: (-10.91°, -37.04°)",
" João Alfredo: (-7.86°, -35.59°)",
" Westbury: (40.76°, -73.59°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Westbury: 5724.0 km from centroid",
" Jardim Helena: 2070.1 km from centroid",
" Taubaté: 2027.5 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Westbury",
"FINAL ANSWER: Westbury"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 22.61523,
"lon": 84.50208,
"name": "Simdega"
},
{
"lat": 8.69264,
"lon": 76.79332,
"name": "Kīlattingal"
},
{
"lat": 13.78126,
"lon": 100.64506,
"name": "Khlong Chan"
},
{
"lat": 36.25449,
"lon": 140.37962,
"name": "Omitama"
},
{
"lat": 50.45008,
"lon": -104.6178,
"name": "Regina"
}
],
"question": "Which location is the geographic outlier among: Simdega, Kīlattingal, Khlong Chan, Omitama, Regina?",
"ground_truth": {
"answer": "Regina",
"outlier_distance_km": 11332.9,
"second_furthest_km": 7540.7,
"clarity_ratio": 1.5,
"median_distance_km": 4492.7,
"distances_to_centroid": {
"Simdega": 2555.9,
"Kīlattingal": 2677.4,
"Khlong Chan": 4492.7,
"Omitama": 7540.7,
"Regina": 11332.9
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Simdega: (22.62°, 84.50°)",
" Kīlattingal: (8.69°, 76.79°)",
" Khlong Chan: (13.78°, 100.65°)",
" Omitama: (36.25°, 140.38°)",
" Regina: (50.45°, -104.62°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Regina: 11332.9 km from centroid",
" Omitama: 7540.7 km from centroid",
" Khlong Chan: 4492.7 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Regina",
"FINAL ANSWER: Regina"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 12.00423,
"lon": 107.69074,
"name": "Gia Nghĩa"
},
{
"lat": 2.6579,
"lon": 101.5629,
"name": "Tanjung Sepat"
},
{
"lat": 34.73333,
"lon": 135.56667,
"name": "Moriguchi"
},
{
"lat": 30.79834,
"lon": 108.37089,
"name": "Jiuchi"
},
{
"lat": -2.90222,
"lon": -40.84111,
"name": "Camocim"
}
],
"question": "Which location is the geographic outlier among: Gia Nghĩa, Tanjung Sepat, Moriguchi, Jiuchi, Camocim?",
"ground_truth": {
"answer": "Camocim",
"outlier_distance_km": 13658.0,
"second_furthest_km": 5686.0,
"clarity_ratio": 2.4,
"median_distance_km": 3136.9,
"distances_to_centroid": {
"Gia Nghĩa": 2749.5,
"Tanjung Sepat": 2530.0,
"Moriguchi": 5686.0,
"Jiuchi": 3136.9,
"Camocim": 13658.0
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Gia Nghĩa: (12.00°, 107.69°)",
" Tanjung Sepat: (2.66°, 101.56°)",
" Moriguchi: (34.73°, 135.57°)",
" Jiuchi: (30.80°, 108.37°)",
" Camocim: (-2.90°, -40.84°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Camocim: 13658.0 km from centroid",
" Moriguchi: 5686.0 km from centroid",
" Jiuchi: 3136.9 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Camocim",
"FINAL ANSWER: Camocim"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": -20.94944,
"lon": -48.47917,
"name": "Bebedouro"
},
{
"lat": -7.56056,
"lon": -35.0025,
"name": "Goiana"
},
{
"lat": -34.09584,
"lon": -59.02423,
"name": "Zárate"
},
{
"lat": 8.27515,
"lon": -76.37641,
"name": "San Pedro de Urabá"
},
{
"lat": 28.50254,
"lon": 77.23117,
"name": "Deoli"
}
],
"question": "Which location is the geographic outlier among: Bebedouro, Goiana, Zárate, San Pedro de Urabá, Deoli?",
"ground_truth": {
"answer": "Deoli",
"outlier_distance_km": 11800.8,
"second_furthest_km": 5533.6,
"clarity_ratio": 2.13,
"median_distance_km": 4510.6,
"distances_to_centroid": {
"Bebedouro": 2793.9,
"Goiana": 783.9,
"Zárate": 4510.6,
"San Pedro de Urabá": 5533.6,
"Deoli": 11800.8
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Bebedouro: (-20.95°, -48.48°)",
" Goiana: (-7.56°, -35.00°)",
" Zárate: (-34.10°, -59.02°)",
" San Pedro de Urabá: (8.28°, -76.38°)",
" Deoli: (28.50°, 77.23°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Deoli: 11800.8 km from centroid",
" San Pedro de Urabá: 5533.6 km from centroid",
" Zárate: 4510.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Deoli",
"FINAL ANSWER: Deoli"
]
},
{
"task": "spatial_patterns",
"subtask": "outlier_detection",
"points": [
{
"lat": 55.45978,
"lon": 38.44358,
"name": "Beloozyorskiy"
},
{
"lat": 51.96236,
"lon": 7.62571,
"name": "Münster"
},
{
"lat": 40.43533,
"lon": -3.6251,
"name": "Simancas"
},
{
"lat": 48.99712,
"lon": 2.28249,
"name": "Eaubonne"
},
{
"lat": 15.31771,
"lon": 78.22669,
"name": "Banganapalle"
}
],
"question": "Which location is the geographic outlier among: Beloozyorskiy, Münster, Simancas, Eaubonne, Banganapalle?",
"ground_truth": {
"answer": "Banganapalle",
"outlier_distance_km": 5905.4,
"second_furthest_km": 2351.8,
"clarity_ratio": 2.51,
"median_distance_km": 1870.6,
"distances_to_centroid": {
"Beloozyorskiy": 1759.7,
"Münster": 1655.8,
"Simancas": 2351.8,
"Eaubonne": 1870.6,
"Banganapalle": 5905.4
}
},
"reasoning_steps": [
"Step 1: Identify all points (5 locations)",
" Beloozyorskiy: (55.46°, 38.44°)",
" Münster: (51.96°, 7.63°)",
" Simancas: (40.44°, -3.63°)",
" Eaubonne: (49.00°, 2.28°)",
" Banganapalle: (15.32°, 78.23°)",
"Step 2: Calculate centroid of all points",
"Step 3: Calculate distance from each point to centroid",
" Banganapalle: 5905.4 km from centroid",
" Simancas: 2351.8 km from centroid",
" Eaubonne: 1870.6 km from centroid",
"Step 4: Identify geographic outlier (furthest from centroid)",
" Outlier: Banganapalle",
"FINAL ANSWER: Banganapalle"
]
}
]