Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003820

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003896

distance 0.162

#2 · Solapurcell 4960010221

distance 0.17 · cross-district

#3 · Laturcell 4810004071

distance 0.179 · cross-district

#4 · Sanglicell 4930004080

distance 0.183 · cross-district

#5 · Punecell 4900005678

distance 0.194 · cross-district

#6 · Laturcell 4810002938

distance 0.194 · cross-district

#7 · Dharashivcell 4880001127

distance 0.199 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000803

distance 0.202 · cross-district

#9 · Solapurcell 4960010307

distance 0.202 · cross-district

#10 · Solapurcell 4960010863

distance 0.204 · cross-district

#11 · Solapurcell 4960009157

distance 0.204 · cross-district

#12 · Kolhapurcell 4800003890

distance 0.206

#13 · Sanglicell 4930006316

distance 0.206 · cross-district

#14 · Sanglicell 4930004244

distance 0.206 · cross-district

#15 · Kolhapurcell 4800004204

distance 0.208

#16 · Solapurcell 4960010478

distance 0.208 · cross-district

#17 · Kolhapurcell 4800004629

distance 0.211

#18 · Beedcell 4700004783

distance 0.212 · 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":4800003820}}}'

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.