Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005592

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005252

distance 0.098

#2 · Sanglicell 4930005251

distance 0.101

#3 · Sanglicell 4930005584

distance 0.113

#4 · Solapurcell 4960000220

distance 0.147 · cross-district

#5 · Sanglicell 4930005373

distance 0.153

#6 · Solapurcell 4960000172

distance 0.159 · cross-district

#7 · Sanglicell 4930005125

distance 0.16

#8 · Sanglicell 4930005488

distance 0.17

#9 · Sanglicell 4930005593

distance 0.175

#10 · Sanglicell 4930005368

distance 0.187

#11 · Sanglicell 4930005134

distance 0.191

#12 · Solapurcell 4960000331

distance 0.192 · cross-district

#13 · Sanglicell 4930002420

distance 0.192

#14 · Sanglicell 4930005374

distance 0.195

#15 · Chhatrapati Sambhajinagarcell 4690006048

distance 0.195 · cross-district

#16 · Solapurcell 4960000221

distance 0.196 · cross-district

#17 · Solapurcell 4960000170

distance 0.202 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003595

distance 0.203 · 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":4930005592}}}'

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.