Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006152

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004691

distance 0.142

#2 · Sanglicell 4930005568

distance 0.171

#3 · Nashikcell 4870007052

distance 0.184 · cross-district

#4 · Nashikcell 4870006445

distance 0.191 · cross-district

#5 · Sanglicell 4930003423

distance 0.193

#6 · Nashikcell 4870006013

distance 0.197 · cross-district

#7 · Sanglicell 4930004819

distance 0.198

#8 · Sanglicell 4930003584

distance 0.2

#9 · Sanglicell 4930003422

distance 0.206

#10 · Sanglicell 4930005106

distance 0.212

#11 · Nashikcell 4870006761

distance 0.213 · cross-district

#12 · Sanglicell 4930004833

distance 0.214

#13 · Sanglicell 4930005930

distance 0.216

#14 · Sanglicell 4930006077

distance 0.217

#15 · Sanglicell 4930004094

distance 0.218

#16 · Sanglicell 4930005737

distance 0.219

#17 · Sanglicell 4930003237

distance 0.22

#18 · Sanglicell 4930004676

distance 0.224

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":4930006152}}}'

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.