Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000192

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003706

distance 0.23 · cross-district

#2 · Sataracell 4940000322

distance 0.235

#3 · Sanglicell 4930004347

distance 0.237 · cross-district

#4 · Sanglicell 4930004346

distance 0.245 · cross-district

#5 · Solapurcell 4960008283

distance 0.247 · cross-district

#6 · Punecell 4900000038

distance 0.255 · cross-district

#7 · Sataracell 4940000153

distance 0.259

#8 · Sanglicell 4930003721

distance 0.26 · cross-district

#9 · Sataracell 4940000429

distance 0.262

#10 · Kolhapurcell 4800006061

distance 0.262 · cross-district

#11 · Kolhapurcell 4800006019

distance 0.263 · cross-district

#12 · Sanglicell 4930006476

distance 0.264 · cross-district

#13 · Solapurcell 4960011153

distance 0.265 · cross-district

#14 · Solapurcell 4960010919

distance 0.267 · cross-district

#15 · Sanglicell 4930004496

distance 0.267 · cross-district

#16 · Sanglicell 4930004493

distance 0.267 · cross-district

#17 · Sataracell 4940001128

distance 0.268

#18 · Sanglicell 4930004348

distance 0.269 · 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":4940000192}}}'

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.