Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005129

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005310

distance 0.111

#2 · Kolhapurcell 4800005124

distance 0.137

#3 · Kolhapurcell 4800004031

distance 0.137

#4 · Sanglicell 4930004073

distance 0.139 · cross-district

#5 · Sanglicell 4930000331

distance 0.143 · cross-district

#6 · Kolhapurcell 4800004695

distance 0.144

#7 · Kolhapurcell 4800005554

distance 0.154

#8 · Kolhapurcell 4800004185

distance 0.154

#9 · Kolhapurcell 4800004193

distance 0.157

#10 · Sanglicell 4930006463

distance 0.158 · cross-district

#11 · Kolhapurcell 4800003878

distance 0.159

#12 · Sanglicell 4930006396

distance 0.159 · cross-district

#13 · Kolhapurcell 4800005042

distance 0.163

#14 · Kolhapurcell 4800005038

distance 0.167

#15 · Sanglicell 4930005632

distance 0.169 · cross-district

#16 · Kolhapurcell 4800003883

distance 0.171

#17 · Kolhapurcell 4800005558

distance 0.173

#18 · Sataracell 4940001252

distance 0.173 · 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":4800005129}}}'

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.