Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006411

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006361

distance 0.165

#2 · Kolhapurcell 4800006398

distance 0.181

#3 · Ratnagiricell 4920002258

distance 0.183 · cross-district

#4 · Kolhapurcell 4800006358

distance 0.195

#5 · Ratnagiricell 4920002261

distance 0.203 · cross-district

#6 · Ratnagiricell 4920002693

distance 0.206 · cross-district

#7 · Ratnagiricell 4920002211

distance 0.215 · cross-district

#8 · Ratnagiricell 4920002151

distance 0.223 · cross-district

#9 · Ratnagiricell 4920002262

distance 0.235 · cross-district

#10 · Ratnagiricell 4920002432

distance 0.237 · cross-district

#11 · Ratnagiricell 4920002001

distance 0.238 · cross-district

#12 · Ratnagiricell 4920002484

distance 0.238 · cross-district

#13 · Kolhapurcell 4800006119

distance 0.247

#14 · Kolhapurcell 4800005982

distance 0.249

#15 · Ratnagiricell 4920001995

distance 0.251 · cross-district

#16 · Ratnagiricell 4920002380

distance 0.259 · cross-district

#17 · Ratnagiricell 4920002260

distance 0.261 · cross-district

#18 · Ratnagiricell 4920002259

distance 0.262 · 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":4800006411}}}'

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.