Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000495

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.393

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000533

distance 0.393

#2 · Sataracell 4940000521

distance 0.398 · cross-district

#3 · Sataracell 4940004233

distance 0.403 · cross-district

#4 · Sataracell 4940002268

distance 0.404 · cross-district

#5 · Nashikcell 4870001530

distance 0.408 · cross-district

#6 · Ratnagiricell 4920006016

distance 0.412 · cross-district

#7 · Sataracell 4940006369

distance 0.418 · cross-district

#8 · Kolhapurcell 4800000382

distance 0.42

#9 · Sataracell 4940001231

distance 0.425 · cross-district

#10 · Ratnagiricell 4920004729

distance 0.425 · cross-district

#11 · Kolhapurcell 4800000444

distance 0.426

#12 · Sataracell 4940006260

distance 0.43 · cross-district

#13 · Ratnagiricell 4920004109

distance 0.437 · cross-district

#14 · Sataracell 4940001338

distance 0.439 · cross-district

#15 · Sataracell 4940005711

distance 0.439 · cross-district

#16 · Nashikcell 4870000309

distance 0.44 · cross-district

#17 · Sindhudurgcell 4950000774

distance 0.445 · cross-district

#18 · Sataracell 4940001411

distance 0.447 · 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":4800000495}}}'

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.