Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004084

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004816

distance 0.121

#2 · Sanglicell 4930004388

distance 0.143

#3 · Sanglicell 4930004088

distance 0.145

#4 · Solapurcell 4960003676

distance 0.165 · cross-district

#5 · Sanglicell 4930004089

distance 0.166

#6 · Sanglicell 4930004120

distance 0.188

#7 · Sanglicell 4930000736

distance 0.193

#8 · Solapurcell 4960003971

distance 0.194 · cross-district

#9 · Solapurcell 4960000327

distance 0.194 · cross-district

#10 · Sanglicell 4930004245

distance 0.195

#11 · Sanglicell 4930004422

distance 0.2

#12 · Solapurcell 4960003131

distance 0.201 · cross-district

#13 · Sanglicell 4930002886

distance 0.203

#14 · Sanglicell 4930004080

distance 0.204

#15 · Sanglicell 4930004820

distance 0.205

#16 · Sanglicell 4930002898

distance 0.206

#17 · Sanglicell 4930004121

distance 0.209

#18 · Sanglicell 4930004100

distance 0.209

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":4930004084}}}'

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.