Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000586

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001114

distance 0.127

#2 · Sataracell 4940000999

distance 0.179

#3 · Sataracell 4940000648

distance 0.196

#4 · Sataracell 4940001041

distance 0.198

#5 · Sataracell 4940001171

distance 0.2

#6 · Sataracell 4940004694

distance 0.21

#7 · Sataracell 4940000580

distance 0.212

#8 · Sataracell 4940003853

distance 0.212

#9 · Sataracell 4940000097

distance 0.217

#10 · Sataracell 4940001221

distance 0.234

#11 · Sataracell 4940006485

distance 0.236

#12 · Sataracell 4940004822

distance 0.238

#13 · Sataracell 4940000021

distance 0.24

#14 · Kolhapurcell 4800003782

distance 0.242 · cross-district

#15 · Sataracell 4940000585

distance 0.243

#16 · Sataracell 4940000413

distance 0.244

#17 · Beedcell 4700004588

distance 0.244 · cross-district

#18 · Sataracell 4940000757

distance 0.246

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":4940000586}}}'

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.