Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000998

The MH-36 locality cells most similar to this Satara 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000593

distance 0.191

#2 · Sataracell 4940000822

distance 0.204

#3 · Sataracell 4940000532

distance 0.211

#4 · Nashikcell 4870007034

distance 0.212 · cross-district

#5 · Sataracell 4940000261

distance 0.212

#6 · Nashikcell 4870003535

distance 0.218 · cross-district

#7 · Sataracell 4940000475

distance 0.22

#8 · Sataracell 4940001116

distance 0.22

#9 · Sataracell 4940000138

distance 0.221

#10 · Sataracell 4940006037

distance 0.221

#11 · Sataracell 4940000594

distance 0.222

#12 · Sataracell 4940000652

distance 0.223

#13 · Nashikcell 4870007187

distance 0.225 · cross-district

#14 · Punecell 4900001873

distance 0.226 · cross-district

#15 · Sataracell 4940000651

distance 0.228

#16 · Buldhanacell 4720004390

distance 0.229 · cross-district

#17 · Sataracell 4940001220

distance 0.229

#18 · Chhatrapati Sambhajinagarcell 4690004054

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":494,"cluster_id":4940000998}}}'

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.