Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000361

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 4800001022

distance 0.114

#2 · Kolhapurcell 4800001174

distance 0.129

#3 · Kolhapurcell 4800001020

distance 0.129

#4 · Kolhapurcell 4800000746

distance 0.143

#5 · Kolhapurcell 4800000328

distance 0.157

#6 · Kolhapurcell 4800000421

distance 0.162

#7 · Sindhudurgcell 4950001626

distance 0.166 · cross-district

#8 · Kolhapurcell 4800000559

distance 0.168

#9 · Kolhapurcell 4800000520

distance 0.17

#10 · Kolhapurcell 4800000453

distance 0.173

#11 · Kolhapurcell 4800000297

distance 0.175

#12 · Sindhudurgcell 4950001278

distance 0.177 · cross-district

#13 · Sindhudurgcell 4950001389

distance 0.179 · cross-district

#14 · Kolhapurcell 4800000943

distance 0.182

#15 · Kolhapurcell 4800001172

distance 0.183

#16 · Kolhapurcell 4800000902

distance 0.183

#17 · Kolhapurcell 4800000866

distance 0.184

#18 · Kolhapurcell 4800000982

distance 0.184

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":4800000361}}}'

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.