Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004272

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003080

distance 0.151

#2 · Solapurcell 4960000707

distance 0.159 · cross-district

#3 · Ahmednagarcell 4660002378

distance 0.171 · cross-district

#4 · Punecell 4900004862

distance 0.175 · cross-district

#5 · Punecell 4900001886

distance 0.175 · cross-district

#6 · Ahmednagarcell 4660000715

distance 0.176 · cross-district

#7 · Ahmednagarcell 4660002047

distance 0.177 · cross-district

#8 · Sanglicell 4930004255

distance 0.182

#9 · Sanglicell 4930004421

distance 0.183

#10 · Sanglicell 4930003754

distance 0.184

#11 · Sanglicell 4930003755

distance 0.184

#12 · Ahmednagarcell 4660004961

distance 0.186 · cross-district

#13 · Sanglicell 4930006584

distance 0.186

#14 · Ahmednagarcell 4660000264

distance 0.186 · cross-district

#15 · Ahmednagarcell 4660009096

distance 0.187 · cross-district

#16 · Ahmednagarcell 4660002479

distance 0.188 · cross-district

#17 · Ahmednagarcell 4660011235

distance 0.188 · cross-district

#18 · Solapurcell 4960000869

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":4930004272}}}'

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.