Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000256

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

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000119

distance 0.338

#2 · Kolhapurcell 4800000184

distance 0.356

#3 · Kolhapurcell 4800000201

distance 0.379

#4 · Kolhapurcell 4800000134

distance 0.383

#5 · Kolhapurcell 4800000233

distance 0.397

#6 · Kolhapurcell 4800000219

distance 0.403

#7 · Kolhapurcell 4800000190

distance 0.406

#8 · Kolhapurcell 4800000187

distance 0.407

#9 · Kolhapurcell 4800000183

distance 0.409

#10 · Kolhapurcell 4800000186

distance 0.416

#11 · Kolhapurcell 4800000170

distance 0.417

#12 · Kolhapurcell 4800000141

distance 0.419

#13 · Kolhapurcell 4800000205

distance 0.419

#14 · Sindhudurgcell 4950000545

distance 0.42 · cross-district

#15 · Kolhapurcell 4800000234

distance 0.421

#16 · Kolhapurcell 4800000130

distance 0.426

#17 · Kolhapurcell 4800000105

distance 0.428

#18 · Sindhudurgcell 4950000544

distance 0.429 · 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":4800000256}}}'

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.