Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001823

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002349

distance 0.234

#2 · Kolhapurcell 4800002341

distance 0.25

#3 · Beedcell 4700004017

distance 0.253 · cross-district

#4 · Beedcell 4700005510

distance 0.272 · cross-district

#5 · Kolhapurcell 4800001493

distance 0.273

#6 · Kolhapurcell 4800001656

distance 0.283

#7 · Chhatrapati Sambhajinagarcell 4690003719

distance 0.284 · cross-district

#8 · Beedcell 4700003505

distance 0.285 · cross-district

#9 · Kolhapurcell 4800002104

distance 0.286

#10 · Chhatrapati Sambhajinagarcell 4690008168

distance 0.288 · cross-district

#11 · Yavatmalcell 5000007545

distance 0.288 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004202

distance 0.289 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003822

distance 0.29 · cross-district

#14 · Ahmednagarcell 4660004546

distance 0.293 · cross-district

#15 · Akolacell 4670000190

distance 0.295 · cross-district

#16 · Beedcell 4700004778

distance 0.297 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002392

distance 0.299 · cross-district

#18 · Yavatmalcell 5000005786

distance 0.301 · 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":4800001823}}}'

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.