Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003274

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001208

distance 0.168

#2 · Sanglicell 4930001206

distance 0.17

#3 · Sanglicell 4930000673

distance 0.173

#4 · Sanglicell 4930003099

distance 0.176

#5 · Sanglicell 4930000761

distance 0.183

#6 · Sanglicell 4930002098

distance 0.183

#7 · Sanglicell 4930001207

distance 0.185

#8 · Sanglicell 4930002933

distance 0.187

#9 · Solapurcell 4960007753

distance 0.189 · cross-district

#10 · Solapurcell 4960006663

distance 0.19 · cross-district

#11 · Solapurcell 4960005137

distance 0.193 · cross-district

#12 · Beedcell 4700005079

distance 0.197 · cross-district

#13 · Sanglicell 4930002934

distance 0.199

#14 · Beedcell 4700006102

distance 0.204 · cross-district

#15 · Sanglicell 4930003095

distance 0.204

#16 · Solapurcell 4960004997

distance 0.204 · cross-district

#17 · Solapurcell 4960005442

distance 0.207 · cross-district

#18 · Ahmednagarcell 4660002102

distance 0.207 · 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":4930003274}}}'

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.