Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001285

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001394

distance 0.283

#2 · Kolhapurcell 4800001507

distance 0.303

#3 · Chhatrapati Sambhajinagarcell 4690003617

distance 0.31 · cross-district

#4 · Kolhapurcell 4800002392

distance 0.313

#5 · Kolhapurcell 4800001407

distance 0.314

#6 · Kolhapurcell 4800001155

distance 0.317

#7 · Kolhapurcell 4800001679

distance 0.317

#8 · Kolhapurcell 4800001337

distance 0.319

#9 · Kolhapurcell 4800001351

distance 0.325

#10 · Kolhapurcell 4800001154

distance 0.33

#11 · Kolhapurcell 4800001739

distance 0.336

#12 · Kolhapurcell 4800001459

distance 0.338

#13 · Beedcell 4700004199

distance 0.339 · cross-district

#14 · Sataracell 4940001174

distance 0.339 · cross-district

#15 · Kolhapurcell 4800001892

distance 0.339

#16 · Sataracell 4940000633

distance 0.342 · cross-district

#17 · Kolhapurcell 4800001503

distance 0.343

#18 · Ahmednagarcell 4660004290

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":4800001285}}}'

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.