Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000099

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000342

distance 0.209 · cross-district

#2 · Sindhudurgcell 4950000396

distance 0.258 · cross-district

#3 · Kolhapurcell 4800000168

distance 0.26

#4 · Kolhapurcell 4800000097

distance 0.284

#5 · Sindhudurgcell 4950000173

distance 0.302 · cross-district

#6 · Sindhudurgcell 4950000491

distance 0.303 · cross-district

#7 · Kolhapurcell 4800000167

distance 0.313

#8 · Kolhapurcell 4800000055

distance 0.318

#9 · Sindhudurgcell 4950000290

distance 0.329 · cross-district

#10 · Sindhudurgcell 4950000293

distance 0.332 · cross-district

#11 · Sindhudurgcell 4950000482

distance 0.333 · cross-district

#12 · Kolhapurcell 4800000033

distance 0.334

#13 · Sindhudurgcell 4950000294

distance 0.337 · cross-district

#14 · Kolhapurcell 4800000245

distance 0.337

#15 · Kolhapurcell 4800000156

distance 0.342

#16 · Sindhudurgcell 4950000344

distance 0.346 · cross-district

#17 · Kolhapurcell 4800000153

distance 0.346

#18 · Kolhapurcell 4800000216

distance 0.348

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":4800000099}}}'

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.