Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004878

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004738

distance 0.137

#2 · Sanglicell 4930006442

distance 0.14

#3 · Sanglicell 4930005258

distance 0.141

#4 · Sanglicell 4930005377

distance 0.142

#5 · Sanglicell 4930004850

distance 0.144

#6 · Sanglicell 4930004873

distance 0.149

#7 · Sanglicell 4930004877

distance 0.162

#8 · Nashikcell 4870011696

distance 0.175 · cross-district

#9 · Ahmednagarcell 4660000592

distance 0.182 · cross-district

#10 · Sanglicell 4930004454

distance 0.184

#11 · Solapurcell 4960001327

distance 0.186 · cross-district

#12 · Sanglicell 4930004595

distance 0.188

#13 · Sanglicell 4930004293

distance 0.189

#14 · Dharashivcell 4880000283

distance 0.189 · cross-district

#15 · Beedcell 4700005999

distance 0.19 · cross-district

#16 · Sanglicell 4930004570

distance 0.191

#17 · Sanglicell 4930004299

distance 0.193

#18 · Dharashivcell 4880004353

distance 0.196 · 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":493,"cluster_id":4930004878}}}'

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.