Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005940

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006084

distance 0.188

#2 · Sanglicell 4930003336

distance 0.195 · cross-district

#3 · Kolhapurcell 4800005878

distance 0.232

#4 · Sanglicell 4930001107

distance 0.245 · cross-district

#5 · Kolhapurcell 4800005886

distance 0.253

#6 · Nashikcell 4870013288

distance 0.256 · cross-district

#7 · Nashikcell 4870007902

distance 0.265 · cross-district

#8 · Sanglicell 4930001974

distance 0.266 · cross-district

#9 · Kolhapurcell 4800005939

distance 0.267

#10 · Kolhapurcell 4800002584

distance 0.272

#11 · Nashikcell 4870007181

distance 0.273 · cross-district

#12 · Kolhapurcell 4800006287

distance 0.274

#13 · Kolhapurcell 4800005998

distance 0.274

#14 · Kolhapurcell 4800006083

distance 0.275

#15 · Solapurcell 4960005966

distance 0.277 · cross-district

#16 · Dhulecell 4740003392

distance 0.278 · cross-district

#17 · Kolhapurcell 4800006150

distance 0.278

#18 · Nashikcell 4870007756

distance 0.28 · 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":4800005940}}}'

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.