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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002346

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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.171
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002214
distance 0.171
#2 · Kolhapurcell 4800002108
distance 0.183
#3 · Kolhapurcell 4800002391
distance 0.183
#4 · Kolhapurcell 4800002210
distance 0.186
#5 · Kolhapurcell 4800002159
distance 0.194
#6 · Kolhapurcell 4800002207
distance 0.198
#7 · Kolhapurcell 4800002167
distance 0.203
#8 · Kolhapurcell 4800001831
distance 0.204
#9 · Kolhapurcell 4800001943
distance 0.208
#10 · Kolhapurcell 4800002295
distance 0.209
#11 · Kolhapurcell 4800002254
distance 0.209
#12 · Kolhapurcell 4800002265
distance 0.213
#13 · Kolhapurcell 4800002160
distance 0.217
#14 · Kolhapurcell 4800002347
distance 0.217
#15 · Kolhapurcell 4800002395
distance 0.232
#16 · Kolhapurcell 4800002049
distance 0.233
#17 · Kolhapurcell 4800001950
distance 0.237
#18 · Beedcell 4700003506
distance 0.238 · cross-district
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":4800002346}}}'
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.