Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008721

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008649

distance 0.089

#2 · Sataracell 4940007038

distance 0.091

#3 · Sataracell 4940008650

distance 0.094

#4 · Sataracell 4940008825

distance 0.115

#5 · Sataracell 4940007039

distance 0.126

#6 · Sataracell 4940007775

distance 0.146

#7 · Ahmednagarcell 4660006381

distance 0.154 · cross-district

#8 · Sataracell 4940006923

distance 0.158

#9 · Punecell 4900001964

distance 0.158 · cross-district

#10 · Ahmednagarcell 4660006382

distance 0.159 · cross-district

#11 · Solapurcell 4960005821

distance 0.16 · cross-district

#12 · Solapurcell 4960005411

distance 0.164 · cross-district

#13 · Ahmednagarcell 4660004337

distance 0.167 · cross-district

#14 · Sataracell 4940008717

distance 0.168

#15 · Solapurcell 4960006362

distance 0.17 · cross-district

#16 · Ahmednagarcell 4660007153

distance 0.172 · cross-district

#17 · Sataracell 4940006110

distance 0.173

#18 · Ahmednagarcell 4660007041

distance 0.176 · 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":4940008721}}}'

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.