Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000764

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002438

distance 0.149

#2 · Beedcell 4700006523

distance 0.161 · cross-district

#3 · Dharashivcell 4880002088

distance 0.163 · cross-district

#4 · Sanglicell 4930003631

distance 0.166

#5 · Beedcell 4700003027

distance 0.166 · cross-district

#6 · Sanglicell 4930003949

distance 0.17

#7 · Solapurcell 4960006298

distance 0.172 · cross-district

#8 · Beedcell 4700004899

distance 0.172 · cross-district

#9 · Beedcell 4700002861

distance 0.174 · cross-district

#10 · Sanglicell 4930003105

distance 0.174

#11 · Sanglicell 4930002570

distance 0.174

#12 · Beedcell 4700005808

distance 0.185 · cross-district

#13 · Sanglicell 4930001219

distance 0.186

#14 · Dharashivcell 4880001218

distance 0.187 · cross-district

#15 · Sanglicell 4930001742

distance 0.188

#16 · Dharashivcell 4880001301

distance 0.189 · cross-district

#17 · Dharashivcell 4880001603

distance 0.191 · cross-district

#18 · Dharashivcell 4880002707

distance 0.192 · 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":4930000764}}}'

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.