Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004232

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004381

distance 0.171

#2 · Sanglicell 4930004527

distance 0.179

#3 · Sanglicell 4930004237

distance 0.187

#4 · Sanglicell 4930004230

distance 0.188

#5 · Sanglicell 4930004081

distance 0.191

#6 · Kolhapurcell 4800003546

distance 0.192 · cross-district

#7 · Sanglicell 4930006250

distance 0.194

#8 · Solapurcell 4960010142

distance 0.197 · cross-district

#9 · Sanglicell 4930000286

distance 0.199

#10 · Solapurcell 4960010306

distance 0.2 · cross-district

#11 · Sanglicell 4930004973

distance 0.203

#12 · Solapurcell 4960010787

distance 0.206 · cross-district

#13 · Kolhapurcell 4800003681

distance 0.207 · cross-district

#14 · Sanglicell 4930004238

distance 0.208

#15 · Sanglicell 4930004660

distance 0.208

#16 · Sanglicell 4930000905

distance 0.209

#17 · Kolhapurcell 4800004542

distance 0.211 · cross-district

#18 · Sanglicell 4930005623

distance 0.211

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":4930004232}}}'

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.