Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005594

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005357

distance 0.106

#2 · Sanglicell 4930004719

distance 0.135

#3 · Sanglicell 4930004426

distance 0.136

#4 · Sanglicell 4930004733

distance 0.139

#5 · Nashikcell 4870011918

distance 0.154 · cross-district

#6 · Solapurcell 4960000902

distance 0.159 · cross-district

#7 · Beedcell 4700005724

distance 0.165 · cross-district

#8 · Beedcell 4700004764

distance 0.171 · cross-district

#9 · Sanglicell 4930005688

distance 0.171

#10 · Sanglicell 4930004738

distance 0.172

#11 · Dharashivcell 4880001869

distance 0.176 · cross-district

#12 · Dharashivcell 4880003317

distance 0.177 · cross-district

#13 · Sanglicell 4930004873

distance 0.18

#14 · Dharashivcell 4880004461

distance 0.18 · cross-district

#15 · Dharashivcell 4880004191

distance 0.182 · cross-district

#16 · Sanglicell 4930004299

distance 0.183

#17 · Beedcell 4700001059

distance 0.184 · cross-district

#18 · Dharashivcell 4880002346

distance 0.184 · 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":4930005594}}}'

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.