Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004806

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000086

distance 0.144 · cross-district

#2 · Kolhapurcell 4800004724

distance 0.153

#3 · Kolhapurcell 4800004805

distance 0.163

#4 · Sanglicell 4930000037

distance 0.165 · cross-district

#5 · Sanglicell 4930001696

distance 0.187 · cross-district

#6 · Sanglicell 4930000022

distance 0.189 · cross-district

#7 · Sanglicell 4930001449

distance 0.203 · cross-district

#8 · Sanglicell 4930003734

distance 0.204 · cross-district

#9 · Kolhapurcell 4800005061

distance 0.208

#10 · Kolhapurcell 4800004808

distance 0.211

#11 · Sanglicell 4930001542

distance 0.216 · cross-district

#12 · Solapurcell 4960012059

distance 0.217 · cross-district

#13 · Sanglicell 4930001867

distance 0.218 · cross-district

#14 · Sanglicell 4930002738

distance 0.22 · cross-district

#15 · Sanglicell 4930000039

distance 0.231 · cross-district

#16 · Sanglicell 4930000146

distance 0.233 · cross-district

#17 · Kolhapurcell 4800004212

distance 0.234

#18 · Sanglicell 4930001710

distance 0.235 · 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":4800004806}}}'

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.