Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005500

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005073

distance 0.185

#2 · Kolhapurcell 4800004743

distance 0.217

#3 · Kolhapurcell 4800004483

distance 0.227

#4 · Kolhapurcell 4800004905

distance 0.23

#5 · Kolhapurcell 4800005424

distance 0.243

#6 · Kolhapurcell 4800005673

distance 0.255

#7 · Kolhapurcell 4800003627

distance 0.259

#8 · Kolhapurcell 4800005737

distance 0.271

#9 · Nashikcell 4870011390

distance 0.277 · cross-district

#10 · Kolhapurcell 4800005423

distance 0.28

#11 · Nashikcell 4870009304

distance 0.281 · cross-district

#12 · Nashikcell 4870009164

distance 0.282 · cross-district

#13 · Kolhapurcell 4800006231

distance 0.282

#14 · Kolhapurcell 4800004154

distance 0.286

#15 · Kolhapurcell 4800005345

distance 0.287

#16 · Kolhapurcell 4800004060

distance 0.288

#17 · Kolhapurcell 4800003911

distance 0.288

#18 · Nashikcell 4870000137

distance 0.289 · 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":4800005500}}}'

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.