Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002129

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001792

distance 0.064

#2 · Kolhapurcell 4800001579

distance 0.167

#3 · Kolhapurcell 4800002078

distance 0.211

#4 · Dharashivcell 4880003158

distance 0.212 · cross-district

#5 · Sanglicell 4930006109

distance 0.216 · cross-district

#6 · Sanglicell 4930004661

distance 0.221 · cross-district

#7 · Sanglicell 4930006178

distance 0.221 · cross-district

#8 · Sanglicell 4930004227

distance 0.223 · cross-district

#9 · Sanglicell 4930004078

distance 0.225 · cross-district

#10 · Beedcell 4700003843

distance 0.228 · cross-district

#11 · Ahmednagarcell 4660003227

distance 0.228 · cross-district

#12 · Kolhapurcell 4800001338

distance 0.233

#13 · Washimcell 4990000163

distance 0.235 · cross-district

#14 · Kolhapurcell 4800002025

distance 0.238

#15 · Kolhapurcell 4800001621

distance 0.239

#16 · Kolhapurcell 4800001775

distance 0.239

#17 · Kolhapurcell 4800002451

distance 0.239

#18 · Beedcell 4700004190

distance 0.24 · 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":4800002129}}}'

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.