Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001608

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002531

distance 0.096

#2 · Sanglicell 4930006611

distance 0.114 · cross-district

#3 · Sataracell 4940002317

distance 0.117

#4 · Sataracell 4940001438

distance 0.12

#5 · Sataracell 4940001523

distance 0.121

#6 · Sataracell 4940002205

distance 0.124

#7 · Sataracell 4940002419

distance 0.127

#8 · Sataracell 4940004637

distance 0.127

#9 · Sataracell 4940002000

distance 0.133

#10 · Sataracell 4940002098

distance 0.138

#11 · Sataracell 4940001897

distance 0.145

#12 · Sanglicell 4930006687

distance 0.146 · cross-district

#13 · Sataracell 4940005394

distance 0.149

#14 · Sataracell 4940002421

distance 0.155

#15 · Sataracell 4940004403

distance 0.159

#16 · Sataracell 4940002543

distance 0.164

#17 · Sataracell 4940002532

distance 0.165

#18 · Sataracell 4940001992

distance 0.167

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":4940001608}}}'

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.