Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000979

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001233

distance 0.176

#2 · Ahmednagarcell 4660004627

distance 0.185 · cross-district

#3 · Kolhapurcell 4800002631

distance 0.192 · cross-district

#4 · Beedcell 4700005938

distance 0.195 · cross-district

#5 · Ahmednagarcell 4660004540

distance 0.201 · cross-district

#6 · Ahmednagarcell 4660004712

distance 0.201 · cross-district

#7 · Kolhapurcell 4800003048

distance 0.21 · cross-district

#8 · Beedcell 4700005211

distance 0.211 · cross-district

#9 · Ahmednagarcell 4660004375

distance 0.213 · cross-district

#10 · Kolhapurcell 4800001009

distance 0.215 · cross-district

#11 · Kolhapurcell 4800002825

distance 0.218 · cross-district

#12 · Nashikcell 4870006879

distance 0.218 · cross-district

#13 · Beedcell 4700004891

distance 0.218 · cross-district

#14 · Akolacell 4670000138

distance 0.219 · cross-district

#15 · Ahmednagarcell 4660001279

distance 0.22 · cross-district

#16 · Beedcell 4700005049

distance 0.22 · cross-district

#17 · Kolhapurcell 4800003655

distance 0.221 · cross-district

#18 · Ahmednagarcell 4660004369

distance 0.222 · cross-district

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":4940000979}}}'

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.