Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001211

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001093

distance 0.198

#2 · Sataracell 4940001210

distance 0.215

#3 · Sataracell 4940000908

distance 0.223

#4 · Sataracell 4940000972

distance 0.231

#5 · Sataracell 4940000900

distance 0.237

#6 · Sataracell 4940000790

distance 0.24

#7 · Nashikcell 4870003612

distance 0.246 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003822

distance 0.25 · cross-district

#9 · Ahmednagarcell 4660004546

distance 0.256 · cross-district

#10 · Nandurbarcell 4860003529

distance 0.259 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002284

distance 0.263 · cross-district

#12 · Beedcell 4700005510

distance 0.266 · cross-district

#13 · Sataracell 4940000679

distance 0.267

#14 · Washimcell 4990003444

distance 0.267 · cross-district

#15 · Buldhanacell 4720008224

distance 0.269 · cross-district

#16 · Beedcell 4700003919

distance 0.269 · cross-district

#17 · Nashikcell 4870003209

distance 0.273 · cross-district

#18 · Sataracell 4940001273

distance 0.276

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":4940001211}}}'

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.