Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003063

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 4930001570

distance 0.151

#2 · Sanglicell 4930003238

distance 0.167

#3 · Sanglicell 4930001413

distance 0.168

#4 · Sanglicell 4930000562

distance 0.18

#5 · Solapurcell 4960003403

distance 0.184 · cross-district

#6 · Sanglicell 4930002884

distance 0.192

#7 · Sanglicell 4930002732

distance 0.198

#8 · Sanglicell 4930003923

distance 0.198

#9 · Sanglicell 4930001575

distance 0.201

#10 · Sanglicell 4930002046

distance 0.205

#11 · Sanglicell 4930000944

distance 0.209

#12 · Sanglicell 4930002053

distance 0.21

#13 · Beedcell 4700008351

distance 0.212 · cross-district

#14 · Kolhapurcell 4800003930

distance 0.212 · cross-district

#15 · Beedcell 4700004448

distance 0.213 · cross-district

#16 · Sanglicell 4930001415

distance 0.216

#17 · Sanglicell 4930004393

distance 0.217

#18 · Sanglicell 4930002709

distance 0.217

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":4930003063}}}'

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.