Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005294

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003602

distance 0.204 · cross-district

#2 · Kolhapurcell 4800005206

distance 0.208

#3 · Kolhapurcell 4800003941

distance 0.222

#4 · Sanglicell 4930003069

distance 0.223 · cross-district

#5 · Kolhapurcell 4800005121

distance 0.224

#6 · Jalnacell 4790003396

distance 0.229 · cross-district

#7 · Kolhapurcell 4800005032

distance 0.236

#8 · Kolhapurcell 4800005291

distance 0.241

#9 · Beedcell 4700003446

distance 0.242 · cross-district

#10 · Kolhapurcell 4800005117

distance 0.245

#11 · Sanglicell 4930002900

distance 0.245 · cross-district

#12 · Beedcell 4700002938

distance 0.248 · cross-district

#13 · Kolhapurcell 4800005841

distance 0.248

#14 · Sanglicell 4930002896

distance 0.25 · cross-district

#15 · Kolhapurcell 4800004015

distance 0.251

#16 · Kolhapurcell 4800005297

distance 0.253

#17 · Laturcell 4810000269

distance 0.254 · cross-district

#18 · Buldhanacell 4720001015

distance 0.257 · 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":4800005294}}}'

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.