Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001847

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001854

distance 0.171

#2 · Kolhapurcell 4800001964

distance 0.189

#3 · Kolhapurcell 4800001791

distance 0.191

#4 · Kolhapurcell 4800001853

distance 0.194

#5 · Kolhapurcell 4800002014

distance 0.207

#6 · Sanglicell 4930004236

distance 0.215 · cross-district

#7 · Solapurcell 4960010138

distance 0.215 · cross-district

#8 · Sanglicell 4930004374

distance 0.218 · cross-district

#9 · Kolhapurcell 4800002024

distance 0.219

#10 · Kolhapurcell 4800001684

distance 0.227

#11 · Kolhapurcell 4800001678

distance 0.227

#12 · Solapurcell 4960010055

distance 0.229 · cross-district

#13 · Kolhapurcell 4800002130

distance 0.229

#14 · Kolhapurcell 4800001452

distance 0.23

#15 · Solapurcell 4960010217

distance 0.231 · cross-district

#16 · Kolhapurcell 4800001686

distance 0.231

#17 · Kolhapurcell 4800001967

distance 0.233

#18 · Sanglicell 4930006187

distance 0.234 · 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":4800001847}}}'

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.