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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000047

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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.165
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000028
distance 0.165
#2 · Kolhapurcell 4800000048
distance 0.234
#3 · Kolhapurcell 4800000171
distance 0.236
#4 · Kolhapurcell 4800000111
distance 0.242
#5 · Kolhapurcell 4800000203
distance 0.262
#6 · Kolhapurcell 4800000107
distance 0.274
#7 · Kolhapurcell 4800000204
distance 0.287
#8 · Kolhapurcell 4800000105
distance 0.292
#9 · Kolhapurcell 4800000106
distance 0.312
#10 · Kolhapurcell 4800000137
distance 0.317
#11 · Kolhapurcell 4800000000
distance 0.317
#12 · Kolhapurcell 4800000002
distance 0.323
#13 · Kolhapurcell 4800000201
distance 0.328
#14 · Kolhapurcell 4800000005
distance 0.328
#15 · Kolhapurcell 4800000170
distance 0.331
#16 · Kolhapurcell 4800000010
distance 0.337
#17 · Kolhapurcell 4800000134
distance 0.338
#18 · Kolhapurcell 4800000166
distance 0.338
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":4800000047}}}'
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.