Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004270

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005640

distance 0.088

#2 · Kolhapurcell 4800004269

distance 0.104

#3 · Kolhapurcell 4800004113

distance 0.15

#4 · Sanglicell 4930006539

distance 0.158 · cross-district

#5 · Sanglicell 4930004667

distance 0.163 · cross-district

#6 · Sanglicell 4930005325

distance 0.167 · cross-district

#7 · Sanglicell 4930006332

distance 0.177 · cross-district

#8 · Kolhapurcell 4800004110

distance 0.178

#9 · Kolhapurcell 4800004353

distance 0.183

#10 · Sanglicell 4930006466

distance 0.185 · cross-district

#11 · Sanglicell 4930004807

distance 0.186 · cross-district

#12 · Kolhapurcell 4800005714

distance 0.187

#13 · Sanglicell 4930006059

distance 0.188 · cross-district

#14 · Sanglicell 4930000283

distance 0.189 · cross-district

#15 · Sanglicell 4930004379

distance 0.191 · cross-district

#16 · Sanglicell 4930000330

distance 0.192 · cross-district

#17 · Kolhapurcell 4800005638

distance 0.195

#18 · Sanglicell 4930000389

distance 0.196 · 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":4800004270}}}'

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.