Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002212

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001964

distance 0.222

#2 · Kolhapurcell 4800001915

distance 0.236

#3 · Kolhapurcell 4800001839

distance 0.239

#4 · Kolhapurcell 4800001289

distance 0.243

#5 · Kolhapurcell 4800001633

distance 0.248

#6 · Amravaticell 4680006755

distance 0.253 · cross-district

#7 · Amravaticell 4680006898

distance 0.256 · cross-district

#8 · Amravaticell 4680006897

distance 0.26 · cross-district

#9 · Amravaticell 4680006895

distance 0.261 · cross-district

#10 · Beedcell 4700004549

distance 0.265 · cross-district

#11 · Amravaticell 4680007367

distance 0.266 · cross-district

#12 · Amravaticell 4680006021

distance 0.267 · cross-district

#13 · Amravaticell 4680005604

distance 0.269 · cross-district

#14 · Kolhapurcell 4800001352

distance 0.269

#15 · Beedcell 4700004551

distance 0.271 · cross-district

#16 · Amravaticell 4680005474

distance 0.272 · cross-district

#17 · Amravaticell 4680006900

distance 0.273 · cross-district

#18 · Amravaticell 4680006152

distance 0.273 · 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":4800002212}}}'

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.