Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004192

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004031

distance 0.111

#2 · Kolhapurcell 4800004029

distance 0.119

#3 · Kolhapurcell 4800004193

distance 0.119

#4 · Kolhapurcell 4800004268

distance 0.132

#5 · Kolhapurcell 4800004696

distance 0.137

#6 · Kolhapurcell 4800005125

distance 0.145

#7 · Kolhapurcell 4800003953

distance 0.167

#8 · Sanglicell 4930000899

distance 0.173 · cross-district

#9 · Sanglicell 4930005725

distance 0.181 · cross-district

#10 · Sanglicell 4930005644

distance 0.181 · cross-district

#11 · Kolhapurcell 4800004196

distance 0.184

#12 · Kolhapurcell 4800004033

distance 0.189

#13 · Sataracell 4940007923

distance 0.19 · cross-district

#14 · Kolhapurcell 4800005474

distance 0.191

#15 · Sataracell 4940007494

distance 0.193 · cross-district

#16 · Sataracell 4940008023

distance 0.194 · cross-district

#17 · Sanglicell 4930004791

distance 0.195 · cross-district

#18 · Sanglicell 4930004946

distance 0.195 · 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":4800004192}}}'

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.