Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000033

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000020

distance 0.175

#2 · Kolhapurcell 4800000097

distance 0.268

#3 · Sindhudurgcell 4950000809

distance 0.272 · cross-district

#4 · Sindhudurgcell 4950000392

distance 0.274 · cross-district

#5 · Kolhapurcell 4800000040

distance 0.3

#6 · Sindhudurgcell 4950000341

distance 0.303 · cross-district

#7 · Sindhudurgcell 4950000340

distance 0.307 · cross-district

#8 · Kolhapurcell 4800000003

distance 0.313

#9 · Sindhudurgcell 4950000396

distance 0.315 · cross-district

#10 · Kolhapurcell 4800000215

distance 0.323

#11 · Kolhapurcell 4800000198

distance 0.326

#12 · Kolhapurcell 4800000153

distance 0.328

#13 · Kolhapurcell 4800000156

distance 0.329

#14 · Kolhapurcell 4800000099

distance 0.334

#15 · Kolhapurcell 4800000194

distance 0.337

#16 · Sindhudurgcell 4950000581

distance 0.338 · cross-district

#17 · Kolhapurcell 4800000245

distance 0.34

#18 · Sindhudurgcell 4950000591

distance 0.345 · 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":4800000033}}}'

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.