Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003747

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001555

distance 0.145

#2 · Solapurcell 4960007068

distance 0.149 · cross-district

#3 · Sanglicell 4930001160

distance 0.151

#4 · Sanglicell 4930003938

distance 0.152

#5 · Sanglicell 4930000619

distance 0.157

#6 · Sanglicell 4930000484

distance 0.166

#7 · Dharashivcell 4880000771

distance 0.17 · cross-district

#8 · Sanglicell 4930001709

distance 0.172

#9 · Dharashivcell 4880000401

distance 0.174 · cross-district

#10 · Dharashivcell 4880000224

distance 0.174 · cross-district

#11 · Solapurcell 4960006937

distance 0.184 · cross-district

#12 · Sanglicell 4930001554

distance 0.186

#13 · Sanglicell 4930000946

distance 0.188

#14 · Dharashivcell 4880000400

distance 0.189 · cross-district

#15 · Dharashivcell 4880000693

distance 0.192 · cross-district

#16 · Sanglicell 4930003048

distance 0.192

#17 · Sanglicell 4930003403

distance 0.194

#18 · Sanglicell 4930003581

distance 0.195

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":4930003747}}}'

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.