Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005773

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005859

distance 0.182

#2 · Sanglicell 4930005128

distance 0.184

#3 · Sanglicell 4930005774

distance 0.186

#4 · Sanglicell 4930005594

distance 0.197

#5 · Solapurcell 4960000989

distance 0.204 · cross-district

#6 · Solapurcell 4960010086

distance 0.206 · cross-district

#7 · Sanglicell 4930004719

distance 0.21

#8 · Dharashivcell 4880001869

distance 0.211 · cross-district

#9 · Solapurcell 4960009724

distance 0.223 · cross-district

#10 · Beedcell 4700005816

distance 0.225 · cross-district

#11 · Beedcell 4700006250

distance 0.227 · cross-district

#12 · Beedcell 4700006528

distance 0.227 · cross-district

#13 · Beedcell 4700006466

distance 0.228 · cross-district

#14 · Solapurcell 4960008937

distance 0.229 · cross-district

#15 · Solapurcell 4960010322

distance 0.229 · cross-district

#16 · Dharashivcell 4880002037

distance 0.23 · cross-district

#17 · Solapurcell 4960009715

distance 0.231 · cross-district

#18 · Akolacell 4670002138

distance 0.232 · 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":4930005773}}}'

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.