Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001053

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000772

distance 0.248

#2 · Kolhapurcell 4800001406

distance 0.277

#3 · Chhatrapati Sambhajinagarcell 4690004207

distance 0.28 · cross-district

#4 · Kolhapurcell 4800001784

distance 0.283

#5 · Kolhapurcell 4800000777

distance 0.286

#6 · Chhatrapati Sambhajinagarcell 4690003127

distance 0.294 · cross-district

#7 · Kolhapurcell 4800000327

distance 0.295

#8 · Kolhapurcell 4800001962

distance 0.296

#9 · Chhatrapati Sambhajinagarcell 4690001722

distance 0.3 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002918

distance 0.306 · cross-district

#11 · Kolhapurcell 4800001220

distance 0.306

#12 · Kolhapurcell 4800001157

distance 0.306

#13 · Kolhapurcell 4800000326

distance 0.307

#14 · Sanglicell 4930001305

distance 0.307 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003823

distance 0.308 · cross-district

#16 · Kolhapurcell 4800001742

distance 0.309

#17 · Chhatrapati Sambhajinagarcell 4690005004

distance 0.311 · cross-district

#18 · Kolhapurcell 4800004928

distance 0.314

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":4800001053}}}'

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.