Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002124

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003481

distance 0.129

#2 · Sanglicell 4930004164

distance 0.162

#3 · Sanglicell 4930003668

distance 0.194

#4 · Sanglicell 4930003490

distance 0.196

#5 · Laturcell 4810005784

distance 0.219 · cross-district

#6 · Sanglicell 4930002640

distance 0.221

#7 · Sanglicell 4930003148

distance 0.231

#8 · Solapurcell 4960000743

distance 0.237 · cross-district

#9 · Nandedcell 4850001534

distance 0.241 · cross-district

#10 · Sanglicell 4930003307

distance 0.241

#11 · Sanglicell 4930004165

distance 0.245

#12 · Dharashivcell 4880003439

distance 0.246 · cross-district

#13 · Sanglicell 4930003667

distance 0.253

#14 · Dharashivcell 4880003562

distance 0.255 · cross-district

#15 · Sanglicell 4930002287

distance 0.258

#16 · Dharashivcell 4880001416

distance 0.259 · cross-district

#17 · Dharashivcell 4880003252

distance 0.259 · cross-district

#18 · Sanglicell 4930005941

distance 0.259

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":4930002124}}}'

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.