Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004426

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005357

distance 0.12

#2 · Sanglicell 4930005594

distance 0.136

#3 · Sanglicell 4930004121

distance 0.154

#4 · Sanglicell 4930004422

distance 0.157

#5 · Sanglicell 4930004570

distance 0.158

#6 · Sanglicell 4930000495

distance 0.158

#7 · Sanglicell 4930006016

distance 0.158

#8 · Sanglicell 4930004738

distance 0.161

#9 · Dharashivcell 4880003317

distance 0.163 · cross-district

#10 · Nashikcell 4870011918

distance 0.169 · cross-district

#11 · Sanglicell 4930004733

distance 0.171

#12 · Beedcell 4700005724

distance 0.171 · cross-district

#13 · Sanglicell 4930004600

distance 0.172

#14 · Sanglicell 4930004299

distance 0.172

#15 · Sanglicell 4930004590

distance 0.173

#16 · Nashikcell 4870012237

distance 0.173 · cross-district

#17 · Sanglicell 4930004719

distance 0.175

#18 · Sanglicell 4930004873

distance 0.175

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":4930004426}}}'

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.