Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000803

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000748

distance 0.154

#2 · Sataracell 4940006163

distance 0.198

#3 · Sataracell 4940001161

distance 0.199

#4 · Sataracell 4940000458

distance 0.204

#5 · Sataracell 4940000453

distance 0.207

#6 · Sataracell 4940000215

distance 0.212

#7 · Sataracell 4940000759

distance 0.218

#8 · Sataracell 4940000742

distance 0.229

#9 · Beedcell 4700004893

distance 0.239 · cross-district

#10 · Beedcell 4700004366

distance 0.239 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001366

distance 0.24 · cross-district

#12 · Kolhapurcell 4800003135

distance 0.241 · cross-district

#13 · Sataracell 4940000706

distance 0.243

#14 · Beedcell 4700006216

distance 0.246 · cross-district

#15 · Sataracell 4940001237

distance 0.246

#16 · Buldhanacell 4720004092

distance 0.247 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005152

distance 0.25 · cross-district

#18 · Beedcell 4700004710

distance 0.251 · 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":4940000803}}}'

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.