Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006570

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006158

distance 0.158

#2 · Sanglicell 4930006497

distance 0.166

#3 · Sanglicell 4930004537

distance 0.201

#4 · Sanglicell 4930001053

distance 0.202

#5 · Sanglicell 4930004089

distance 0.217

#6 · Nashikcell 4870005870

distance 0.218 · cross-district

#7 · Sanglicell 4930004255

distance 0.219

#8 · Sanglicell 4930004816

distance 0.221

#9 · Sanglicell 4930003425

distance 0.221

#10 · Sanglicell 4930003750

distance 0.224

#11 · Sanglicell 4930004678

distance 0.226

#12 · Sanglicell 4930004519

distance 0.226

#13 · Sanglicell 4930004084

distance 0.228

#14 · Ahmednagarcell 4660003051

distance 0.229 · cross-district

#15 · Sanglicell 4930006390

distance 0.229

#16 · Sanglicell 4930004392

distance 0.23

#17 · Sanglicell 4930004544

distance 0.232

#18 · Sanglicell 4930006363

distance 0.232

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":4930006570}}}'

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.