Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001634

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001793

distance 0.13

#2 · Kolhapurcell 4800001578

distance 0.153

#3 · Kolhapurcell 4800001514

distance 0.163

#4 · Kolhapurcell 4800001685

distance 0.187

#5 · Kolhapurcell 4800001518

distance 0.195

#6 · Kolhapurcell 4800001735

distance 0.2

#7 · Kolhapurcell 4800001281

distance 0.203

#8 · Kolhapurcell 4800001969

distance 0.205

#9 · Kolhapurcell 4800001733

distance 0.209

#10 · Beedcell 4700003499

distance 0.21 · cross-district

#11 · Kolhapurcell 4800001851

distance 0.214

#12 · Kolhapurcell 4800001275

distance 0.217

#13 · Kolhapurcell 4800001836

distance 0.218

#14 · Kolhapurcell 4800001620

distance 0.219

#15 · Kolhapurcell 4800001466

distance 0.22

#16 · Kolhapurcell 4800001849

distance 0.224

#17 · Beedcell 4700003672

distance 0.225 · cross-district

#18 · Beedcell 4700005041

distance 0.228 · 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":4800001634}}}'

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.