Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006821

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006930

distance 0.144

#2 · Sataracell 4940008825

distance 0.17

#3 · Ahmednagarcell 4660006344

distance 0.174 · cross-district

#4 · Sataracell 4940006110

distance 0.178

#5 · Sataracell 4940007038

distance 0.179

#6 · Sataracell 4940007775

distance 0.18

#7 · Sataracell 4940008650

distance 0.184

#8 · Punecell 4900005239

distance 0.189 · cross-district

#9 · Punecell 4900001603

distance 0.198 · cross-district

#10 · Sataracell 4940008721

distance 0.198

#11 · Solapurcell 4960007399

distance 0.203 · cross-district

#12 · Ahmednagarcell 4660007011

distance 0.206 · cross-district

#13 · Sataracell 4940007461

distance 0.207

#14 · Punecell 4900001604

distance 0.207 · cross-district

#15 · Sataracell 4940002901

distance 0.208

#16 · Sataracell 4940005895

distance 0.211

#17 · Sataracell 4940006509

distance 0.213

#18 · Sataracell 4940008648

distance 0.214

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":4940006821}}}'

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.