Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004821

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004246

distance 0.144

#2 · Sanglicell 4930004395

distance 0.153

#3 · Sanglicell 4930004091

distance 0.157

#4 · Sanglicell 4930004964

distance 0.159

#5 · Sanglicell 4930004253

distance 0.16

#6 · Sanglicell 4930004683

distance 0.161

#7 · Sanglicell 4930004151

distance 0.172

#8 · Sanglicell 4930004081

distance 0.175

#9 · Sanglicell 4930003235

distance 0.178

#10 · Sanglicell 4930005214

distance 0.178

#11 · Sanglicell 4930004963

distance 0.179

#12 · Sanglicell 4930005799

distance 0.182

#13 · Sanglicell 4930005713

distance 0.184

#14 · Sanglicell 4930001067

distance 0.193

#15 · Sanglicell 4930003412

distance 0.195

#16 · Sanglicell 4930002899

distance 0.196

#17 · Sanglicell 4930004148

distance 0.199

#18 · Sanglicell 4930005623

distance 0.2

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":4930004821}}}'

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.