Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006232

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006159

distance 0.199

#2 · Kolhapurcell 4800006082

distance 0.22

#3 · Sanglicell 4930001494

distance 0.222 · cross-district

#4 · Kolhapurcell 4800006034

distance 0.231

#5 · Kolhapurcell 4800005937

distance 0.232

#6 · Kolhapurcell 4800006343

distance 0.247

#7 · Kolhapurcell 4800006175

distance 0.249

#8 · Kolhapurcell 4800006158

distance 0.25

#9 · Kolhapurcell 4800006229

distance 0.251

#10 · Sanglicell 4930003345

distance 0.253 · cross-district

#11 · Kolhapurcell 4800005991

distance 0.256

#12 · Kolhapurcell 4800006042

distance 0.26

#13 · Kolhapurcell 4800005931

distance 0.264

#14 · Sataracell 4940000002

distance 0.264 · cross-district

#15 · Kolhapurcell 4800006329

distance 0.264

#16 · Kolhapurcell 4800006043

distance 0.267

#17 · Kolhapurcell 4800005935

distance 0.273

#18 · Kolhapurcell 4800006338

distance 0.274

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":4800006232}}}'

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.