Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001210

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001093

distance 0.187

#2 · Sataracell 4940001211

distance 0.215

#3 · Sataracell 4940000785

distance 0.239

#4 · Nashikcell 4870003772

distance 0.24 · cross-district

#5 · Sataracell 4940001209

distance 0.254

#6 · Nashikcell 4870003612

distance 0.257 · cross-district

#7 · Sataracell 4940000620

distance 0.258

#8 · Sataracell 4940000509

distance 0.26

#9 · Nashikcell 4870001711

distance 0.271 · cross-district

#10 · Beedcell 4700003926

distance 0.275 · cross-district

#11 · Sataracell 4940000908

distance 0.276

#12 · Beedcell 4700006349

distance 0.279 · cross-district

#13 · Beedcell 4700005058

distance 0.282 · cross-district

#14 · Sataracell 4940000972

distance 0.283

#15 · Beedcell 4700004271

distance 0.283 · cross-district

#16 · Beedcell 4700005211

distance 0.284 · cross-district

#17 · Buldhanacell 4720008224

distance 0.285 · cross-district

#18 · Hingolicell 4770001057

distance 0.285 · 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":4940001210}}}'

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.