Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000619

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006476

distance 0.086 · cross-district

#2 · Sataracell 4940000727

distance 0.099

#3 · Sanglicell 4930005289

distance 0.1 · cross-district

#4 · Sataracell 4940000784

distance 0.109

#5 · Sataracell 4940000787

distance 0.116

#6 · Sataracell 4940000671

distance 0.118

#7 · Sataracell 4940000848

distance 0.119

#8 · Sataracell 4940000340

distance 0.12

#9 · Sataracell 4940000558

distance 0.122

#10 · Kolhapurcell 4800006462

distance 0.124 · cross-district

#11 · Sataracell 4940000563

distance 0.125

#12 · Kolhapurcell 4800006456

distance 0.126 · cross-district

#13 · Sataracell 4940000842

distance 0.126

#14 · Sataracell 4940000729

distance 0.131

#15 · Sataracell 4940000443

distance 0.132

#16 · Sataracell 4940000555

distance 0.133

#17 · Kolhapurcell 4800006440

distance 0.135 · cross-district

#18 · Sataracell 4940000562

distance 0.135

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":4940000619}}}'

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.