Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006391

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 2 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 · Sanglicell 4930001647

distance 0.171 · cross-district

#2 · Kolhapurcell 4800006345

distance 0.18

#3 · Sanglicell 4930003156

distance 0.211 · cross-district

#4 · Sanglicell 4930000882

distance 0.231 · cross-district

#5 · Kolhapurcell 4800006187

distance 0.236

#6 · Kolhapurcell 4800006213

distance 0.244

#7 · Sanglicell 4930003852

distance 0.254 · cross-district

#8 · Kolhapurcell 4800003426

distance 0.258

#9 · Kolhapurcell 4800006402

distance 0.262

#10 · Sanglicell 4930002981

distance 0.281 · cross-district

#11 · Sanglicell 4930001808

distance 0.282 · cross-district

#12 · Kolhapurcell 4800006224

distance 0.284

#13 · Kolhapurcell 4800002579

distance 0.297

#14 · Kolhapurcell 4800002934

distance 0.302

#15 · Kolhapurcell 4800003216

distance 0.306

#16 · Kolhapurcell 4800002577

distance 0.307

#17 · Kolhapurcell 4800003043

distance 0.308

#18 · Kolhapurcell 4800006105

distance 0.309

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":4800006391}}}'

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.