Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006297

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000869

distance 0.136 · cross-district

#2 · Sanglicell 4930006298

distance 0.14

#3 · Solapurcell 4960000703

distance 0.141 · cross-district

#4 · Sanglicell 4930006584

distance 0.157

#5 · Solapurcell 4960000781

distance 0.163 · cross-district

#6 · Sanglicell 4930005355

distance 0.166

#7 · Beedcell 4700006988

distance 0.174 · cross-district

#8 · Nashikcell 4870002900

distance 0.176 · cross-district

#9 · Nashikcell 4870002660

distance 0.178 · cross-district

#10 · Solapurcell 4960000874

distance 0.179 · cross-district

#11 · Sanglicell 4930004851

distance 0.184

#12 · Sanglicell 4930005856

distance 0.186

#13 · Sanglicell 4930006370

distance 0.187

#14 · Sanglicell 4930004712

distance 0.188

#15 · Ahmednagarcell 4660012037

distance 0.189 · cross-district

#16 · Sanglicell 4930002923

distance 0.189

#17 · Sanglicell 4930006365

distance 0.19

#18 · Sanglicell 4930005579

distance 0.191

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":4930006297}}}'

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.