Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004876

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005258

distance 0.102

#2 · Sanglicell 4930005010

distance 0.133

#3 · Sanglicell 4930004142

distance 0.134

#4 · Sanglicell 4930004877

distance 0.146

#5 · Sanglicell 4930004295

distance 0.156

#6 · Solapurcell 4960000285

distance 0.159 · cross-district

#7 · Sanglicell 4930005377

distance 0.162

#8 · Solapurcell 4960000107

distance 0.163 · cross-district

#9 · Nashikcell 4870012669

distance 0.169 · cross-district

#10 · Solapurcell 4960000534

distance 0.172 · cross-district

#11 · Solapurcell 4960000006

distance 0.172 · cross-district

#12 · Nashikcell 4870012955

distance 0.176 · cross-district

#13 · Solapurcell 4960006820

distance 0.178 · cross-district

#14 · Solapurcell 4960000008

distance 0.181 · cross-district

#15 · Sanglicell 4930004304

distance 0.186

#16 · Nashikcell 4870013298

distance 0.187 · cross-district

#17 · Sanglicell 4930004148

distance 0.188

#18 · Nashikcell 4870013035

distance 0.188 · 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":4930004876}}}'

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.