Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004327

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004243

distance 0.121

#2 · Kolhapurcell 4800004160

distance 0.139

#3 · Kolhapurcell 4800004758

distance 0.15

#4 · Kolhapurcell 4800004926

distance 0.165

#5 · Kolhapurcell 4800003928

distance 0.166

#6 · Kolhapurcell 4800004018

distance 0.178

#7 · Kolhapurcell 4800004760

distance 0.179

#8 · Kolhapurcell 4800004005

distance 0.183

#9 · Kolhapurcell 4800004690

distance 0.184

#10 · Sanglicell 4930000488

distance 0.188 · cross-district

#11 · Kolhapurcell 4800005830

distance 0.188

#12 · Kolhapurcell 4800004082

distance 0.194

#13 · Kolhapurcell 4800004947

distance 0.198

#14 · Kolhapurcell 4800003854

distance 0.201

#15 · Kolhapurcell 4800004844

distance 0.206

#16 · Jalnacell 4790000009

distance 0.208 · cross-district

#17 · Kolhapurcell 4800004183

distance 0.214

#18 · Kolhapurcell 4800004948

distance 0.217

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":4800004327}}}'

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.