Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001172

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

across 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001173

distance 0.114

#2 · Kolhapurcell 4800001174

distance 0.116

#3 · Sindhudurgcell 4950001626

distance 0.125 · cross-district

#4 · Sindhudurgcell 4950001389

distance 0.153 · cross-district

#5 · Kolhapurcell 4800000746

distance 0.16

#6 · Sindhudurgcell 4950001278

distance 0.161 · cross-district

#7 · Sindhudurgcell 4950000902

distance 0.169 · cross-district

#8 · Kolhapurcell 4800001020

distance 0.173

#9 · Kolhapurcell 4800001022

distance 0.176

#10 · Sindhudurgcell 4950001221

distance 0.179 · cross-district

#11 · Kolhapurcell 4800000599

distance 0.179

#12 · Kolhapurcell 4800001176

distance 0.181

#13 · Kolhapurcell 4800000520

distance 0.182

#14 · Kolhapurcell 4800000361

distance 0.183

#15 · Kolhapurcell 4800001017

distance 0.186

#16 · Kolhapurcell 4800000823

distance 0.187

#17 · Sindhudurgcell 4950001443

distance 0.188 · cross-district

#18 · Sindhudurgcell 4950001113

distance 0.188 · 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":4800001172}}}'

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.