Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002206

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002244

distance 0.184 · cross-district

#2 · Sanglicell 4930002076

distance 0.192

#3 · Sanglicell 4930004817

distance 0.203

#4 · Sanglicell 4930001183

distance 0.206

#5 · Sanglicell 4930003053

distance 0.212

#6 · Punecell 4900001218

distance 0.218 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002245

distance 0.219 · cross-district

#8 · Jalgaoncell 4780006254

distance 0.222 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000865

distance 0.222 · cross-district

#10 · Sanglicell 4930002409

distance 0.223

#11 · Sanglicell 4930000167

distance 0.223

#12 · Ahmednagarcell 4660000028

distance 0.224 · cross-district

#13 · Sanglicell 4930001724

distance 0.226

#14 · Sanglicell 4930000242

distance 0.226

#15 · Sanglicell 4930002207

distance 0.227

#16 · Sanglicell 4930000637

distance 0.227

#17 · Sanglicell 4930003033

distance 0.23

#18 · Chhatrapati Sambhajinagarcell 4690000839

distance 0.23 · 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":4930002206}}}'

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.