Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003426

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002740

distance 0.177

#2 · Kolhapurcell 4800003477

distance 0.186

#3 · Kolhapurcell 4800002577

distance 0.203

#4 · Kolhapurcell 4800002579

distance 0.208

#5 · Kolhapurcell 4800003476

distance 0.221

#6 · Kolhapurcell 4800002934

distance 0.224

#7 · Beedcell 4700006908

distance 0.228 · cross-district

#8 · Sataracell 4940002838

distance 0.231 · cross-district

#9 · Kolhapurcell 4800002881

distance 0.237

#10 · Kolhapurcell 4800003043

distance 0.237

#11 · Kolhapurcell 4800002744

distance 0.238

#12 · Kolhapurcell 4800003262

distance 0.238

#13 · Kolhapurcell 4800003321

distance 0.24

#14 · Sataracell 4940006258

distance 0.243 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001921

distance 0.247 · cross-district

#16 · Sataracell 4940002617

distance 0.248 · cross-district

#17 · Kolhapurcell 4800003318

distance 0.252

#18 · Kolhapurcell 4800003664

distance 0.252

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":4800003426}}}'

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.