Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000478

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004203

distance 0.179 · cross-district

#2 · Sataracell 4940001244

distance 0.18

#3 · Sanglicell 4930001246

distance 0.188 · cross-district

#4 · Sataracell 4940001116

distance 0.199

#5 · Sataracell 4940000153

distance 0.2

#6 · Sataracell 4940000599

distance 0.203

#7 · Sanglicell 4930006408

distance 0.204 · cross-district

#8 · Sataracell 4940000050

distance 0.208

#9 · Sataracell 4940000594

distance 0.213

#10 · Sanglicell 4930004937

distance 0.214 · cross-district

#11 · Sataracell 4940000539

distance 0.214

#12 · Sataracell 4940000825

distance 0.219

#13 · Solapurcell 4960011672

distance 0.22 · cross-district

#14 · Sataracell 4940000654

distance 0.221

#15 · Sataracell 4940000666

distance 0.225

#16 · Sanglicell 4930004039

distance 0.226 · cross-district

#17 · Sanglicell 4930004493

distance 0.231 · cross-district

#18 · Solapurcell 4960010113

distance 0.234 · 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":4940000478}}}'

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.