Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003884

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004207

distance 0.127

#2 · Kolhapurcell 4800005553

distance 0.134

#3 · Kolhapurcell 4800003956

distance 0.147

#4 · Kolhapurcell 4800003960

distance 0.152

#5 · Sataracell 4940008315

distance 0.159 · cross-district

#6 · Sataracell 4940008316

distance 0.16 · cross-district

#7 · Sataracell 4940007698

distance 0.163 · cross-district

#8 · Kolhapurcell 4800005564

distance 0.165

#9 · Sataracell 4940008314

distance 0.166 · cross-district

#10 · Kolhapurcell 4800004523

distance 0.166

#11 · Kolhapurcell 4800005476

distance 0.167

#12 · Solapurcell 4960010168

distance 0.169 · cross-district

#13 · Kolhapurcell 4800004126

distance 0.174

#14 · Sanglicell 4930000143

distance 0.175 · cross-district

#15 · Kolhapurcell 4800004693

distance 0.176

#16 · Kolhapurcell 4800004109

distance 0.177

#17 · Kolhapurcell 4800003883

distance 0.178

#18 · Punecell 4900000467

distance 0.18 · 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":4800003884}}}'

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.