Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005679

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005345

distance 0.212

#2 · Kolhapurcell 4800005416

distance 0.24

#3 · Kolhapurcell 4800005007

distance 0.241

#4 · Kolhapurcell 4800004074

distance 0.248

#5 · Kolhapurcell 4800005812

distance 0.25

#6 · Kolhapurcell 4800004233

distance 0.255

#7 · Kolhapurcell 4800004000

distance 0.256

#8 · Kolhapurcell 4800004154

distance 0.258

#9 · Kolhapurcell 4800004750

distance 0.259

#10 · Kolhapurcell 4800005938

distance 0.269

#11 · Kolhapurcell 4800005081

distance 0.272

#12 · Kolhapurcell 4800005680

distance 0.275

#13 · Nashikcell 4870010632

distance 0.285 · cross-district

#14 · Kolhapurcell 4800003164

distance 0.29

#15 · Kolhapurcell 4800004146

distance 0.291

#16 · Kolhapurcell 4800005259

distance 0.293

#17 · Kolhapurcell 4800006131

distance 0.293

#18 · Kolhapurcell 4800004743

distance 0.295

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":4800005679}}}'

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.