Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006196

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006396

distance 0.106

#2 · Sanglicell 4930006199

distance 0.13

#3 · Kolhapurcell 4800005042

distance 0.138 · cross-district

#4 · Kolhapurcell 4800005474

distance 0.139 · cross-district

#5 · Kolhapurcell 4800003952

distance 0.14 · cross-district

#6 · Sanglicell 4930006335

distance 0.143

#7 · Sanglicell 4930005725

distance 0.144

#8 · Sanglicell 4930004073

distance 0.146

#9 · Sanglicell 4930005723

distance 0.153

#10 · Sanglicell 4930006188

distance 0.158

#11 · Sanglicell 4930006462

distance 0.159

#12 · Sanglicell 4930005324

distance 0.161

#13 · Kolhapurcell 4800005124

distance 0.162 · cross-district

#14 · Kolhapurcell 4800005558

distance 0.163 · cross-district

#15 · Sanglicell 4930005722

distance 0.165

#16 · Sanglicell 4930004654

distance 0.166

#17 · Kolhapurcell 4800004622

distance 0.167 · cross-district

#18 · Sanglicell 4930005192

distance 0.168

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":493,"cluster_id":4930006196}}}'

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.