Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008335

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008437

distance 0.115

#2 · Solapurcell 4960009272

distance 0.144 · cross-district

#3 · Sataracell 4940007824

distance 0.152

#4 · Punecell 4900001328

distance 0.153 · cross-district

#5 · Sataracell 4940008427

distance 0.157

#6 · Sataracell 4940008609

distance 0.159

#7 · Solapurcell 4960008959

distance 0.16 · cross-district

#8 · Sataracell 4940008507

distance 0.16

#9 · Sataracell 4940008433

distance 0.164

#10 · Sataracell 4940008435

distance 0.166

#11 · Punecell 4900004464

distance 0.166 · cross-district

#12 · Sataracell 4940007170

distance 0.166

#13 · Punecell 4900000934

distance 0.166 · cross-district

#14 · Sataracell 4940008421

distance 0.172

#15 · Sataracell 4940007905

distance 0.173

#16 · Sataracell 4940008733

distance 0.179

#17 · Punecell 4900000920

distance 0.181 · cross-district

#18 · Sataracell 4940008223

distance 0.182

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":4940008335}}}'

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.