Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001579

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001792

distance 0.156

#2 · Kolhapurcell 4800002129

distance 0.167

#3 · Kolhapurcell 4800001465

distance 0.227

#4 · Beedcell 4700004006

distance 0.227 · cross-district

#5 · Kolhapurcell 4800001338

distance 0.228

#6 · Beedcell 4700003843

distance 0.228 · cross-district

#7 · Beedcell 4700004353

distance 0.228 · cross-district

#8 · Beedcell 4700005642

distance 0.229 · cross-district

#9 · Beedcell 4700004190

distance 0.233 · cross-district

#10 · Kolhapurcell 4800001621

distance 0.233

#11 · Kolhapurcell 4800001339

distance 0.241

#12 · Beedcell 4700006362

distance 0.241 · cross-district

#13 · Beedcell 4700004015

distance 0.243 · cross-district

#14 · Kolhapurcell 4800002025

distance 0.254

#15 · Kolhapurcell 4800001280

distance 0.256

#16 · Beedcell 4700003671

distance 0.256 · cross-district

#17 · Kolhapurcell 4800001345

distance 0.258

#18 · Kolhapurcell 4800002078

distance 0.26

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":4800001579}}}'

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.