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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001498

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.188
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001433
distance 0.188
#2 · Kolhapurcell 4800001552
distance 0.204
#3 · Kolhapurcell 4800001506
distance 0.21
#4 · Kolhapurcell 4800001438
distance 0.219
#5 · Kolhapurcell 4800001608
distance 0.219
#6 · Kolhapurcell 4800002160
distance 0.223
#7 · Kolhapurcell 4800001775
distance 0.224
#8 · Kolhapurcell 4800001375
distance 0.224
#9 · Kolhapurcell 4800001943
distance 0.229
#10 · Kolhapurcell 4800001607
distance 0.232
#11 · Kolhapurcell 4800002056
distance 0.236
#12 · Kolhapurcell 4800002057
distance 0.243
#13 · Kolhapurcell 4800001326
distance 0.245
#14 · Kolhapurcell 4800001440
distance 0.245
#15 · Kolhapurcell 4800001550
distance 0.246
#16 · Kolhapurcell 4800001950
distance 0.259
#17 · Kolhapurcell 4800002111
distance 0.261
#18 · Kolhapurcell 4800002300
distance 0.262
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800001498}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.