Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003284

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002435

distance 0.156

#2 · Sanglicell 4930002261

distance 0.165

#3 · Sanglicell 4930003807

distance 0.166

#4 · Sanglicell 4930000568

distance 0.167

#5 · Sanglicell 4930000667

distance 0.168

#6 · Sanglicell 4930002586

distance 0.169

#7 · Beedcell 4700007865

distance 0.171 · cross-district

#8 · Sanglicell 4930000105

distance 0.175

#9 · Dharashivcell 4880002683

distance 0.178 · cross-district

#10 · Beedcell 4700002527

distance 0.179 · cross-district

#11 · Sanglicell 4930003745

distance 0.183

#12 · Dharashivcell 4880002782

distance 0.185 · cross-district

#13 · Solapurcell 4960005193

distance 0.187 · cross-district

#14 · Dharashivcell 4880004337

distance 0.187 · cross-district

#15 · Solapurcell 4960000382

distance 0.188 · cross-district

#16 · Sanglicell 4930006585

distance 0.191

#17 · Laturcell 4810002220

distance 0.194 · cross-district

#18 · Solapurcell 4960007233

distance 0.194 · 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":4930003284}}}'

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.