Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004321

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004924

distance 0.128

#2 · Sataracell 4940005673

distance 0.131

#3 · Sataracell 4940004552

distance 0.153

#4 · Sataracell 4940004672

distance 0.157

#5 · Sataracell 4940004556

distance 0.169

#6 · Sataracell 4940004792

distance 0.176

#7 · Sataracell 4940004922

distance 0.18

#8 · Sataracell 4940004074

distance 0.18

#9 · Sataracell 4940005059

distance 0.186

#10 · Sataracell 4940004554

distance 0.193

#11 · Sataracell 4940004076

distance 0.195

#12 · Sataracell 4940004674

distance 0.196

#13 · Sataracell 4940005438

distance 0.206

#14 · Sataracell 4940005553

distance 0.207

#15 · Sataracell 4940004794

distance 0.207

#16 · Sataracell 4940005900

distance 0.207

#17 · Ratnagiricell 4920005718

distance 0.208 · cross-district

#18 · Sataracell 4940004317

distance 0.209

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":4940004321}}}'

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.