Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005380

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000141

distance 0.125 · cross-district

#2 · Solapurcell 4960000532

distance 0.16 · cross-district

#3 · Sanglicell 4930004276

distance 0.161

#4 · Solapurcell 4960000893

distance 0.168 · cross-district

#5 · Sanglicell 4930004855

distance 0.17

#6 · Nashikcell 4870011454

distance 0.173 · cross-district

#7 · Sanglicell 4930004718

distance 0.174

#8 · Sanglicell 4930004143

distance 0.176

#9 · Sanglicell 4930007006

distance 0.176

#10 · Sanglicell 4930004714

distance 0.176

#11 · Sanglicell 4930004452

distance 0.178

#12 · Sanglicell 4930007014

distance 0.182

#13 · Sanglicell 4930004457

distance 0.184

#14 · Beedcell 4700006120

distance 0.188 · cross-district

#15 · Sanglicell 4930007013

distance 0.189

#16 · Sanglicell 4930006303

distance 0.192

#17 · Amravaticell 4680002896

distance 0.192 · cross-district

#18 · Punecell 4900002325

distance 0.194 · 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":4930005380}}}'

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.