Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005396

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005222

distance 0.098

#2 · Kolhapurcell 4800005048

distance 0.114

#3 · Kolhapurcell 4800004693

distance 0.13

#4 · Kolhapurcell 4800004198

distance 0.134

#5 · Kolhapurcell 4800005476

distance 0.144

#6 · Kolhapurcell 4800004962

distance 0.149

#7 · Kolhapurcell 4800003963

distance 0.149

#8 · Sanglicell 4930000143

distance 0.155 · cross-district

#9 · Kolhapurcell 4800005211

distance 0.159

#10 · Kolhapurcell 4800005313

distance 0.16

#11 · Kolhapurcell 4800005553

distance 0.161

#12 · Kolhapurcell 4800005395

distance 0.162

#13 · Kolhapurcell 4800005648

distance 0.163

#14 · Kolhapurcell 4800005049

distance 0.164

#15 · Kolhapurcell 4800005554

distance 0.164

#16 · Kolhapurcell 4800005309

distance 0.168

#17 · Kolhapurcell 4800004706

distance 0.172

#18 · Kolhapurcell 4800005565

distance 0.173

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":4800005396}}}'

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.