Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003861

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003859

distance 0.108

#2 · Sanglicell 4930004405

distance 0.197 · cross-district

#3 · Kolhapurcell 4800005121

distance 0.205

#4 · Beedcell 4700001792

distance 0.213 · cross-district

#5 · Kolhapurcell 4800004930

distance 0.216

#6 · Sanglicell 4930004254

distance 0.218 · cross-district

#7 · Sanglicell 4930003239

distance 0.218 · cross-district

#8 · Akolacell 4670000305

distance 0.221 · cross-district

#9 · Dharashivcell 4880000744

distance 0.223 · cross-district

#10 · Laturcell 4810004794

distance 0.224 · cross-district

#11 · Kolhapurcell 4800004086

distance 0.224

#12 · Dharashivcell 4880000904

distance 0.224 · cross-district

#13 · Nandedcell 4850000749

distance 0.227 · cross-district

#14 · Jalnacell 4790003672

distance 0.227 · cross-district

#15 · Sanglicell 4930004258

distance 0.227 · cross-district

#16 · Sanglicell 4930006157

distance 0.227 · cross-district

#17 · Beedcell 4700002585

distance 0.228 · cross-district

#18 · Sanglicell 4930006410

distance 0.228 · 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":4800003861}}}'

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.