Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000899

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000356

distance 0.192

#2 · Kolhapurcell 4800000779

distance 0.205

#3 · Kolhapurcell 4800000736

distance 0.244

#4 · Kolhapurcell 4800001157

distance 0.272

#5 · Kolhapurcell 4800001216

distance 0.274

#6 · Kolhapurcell 4800000668

distance 0.286

#7 · Kolhapurcell 4800002103

distance 0.293

#8 · Kolhapurcell 4800000898

distance 0.293

#9 · Yavatmalcell 5000009872

distance 0.294 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004652

distance 0.301 · cross-district

#11 · Yavatmalcell 5000009322

distance 0.305 · cross-district

#12 · Kolhapurcell 4800001997

distance 0.311

#13 · Kolhapurcell 4800000555

distance 0.313

#14 · Chhatrapati Sambhajinagarcell 4690005090

distance 0.315 · cross-district

#15 · Kolhapurcell 4800000816

distance 0.315

#16 · Nagpurcell 4840003348

distance 0.316 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003624

distance 0.319 · cross-district

#18 · Kolhapurcell 4800001664

distance 0.319

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":4800000899}}}'

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.