Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001188

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004866

distance 0.256 · cross-district

#2 · Sataracell 4940004123

distance 0.26

#3 · Kolhapurcell 4800003606

distance 0.269 · cross-district

#4 · Sataracell 4940006716

distance 0.287

#5 · Sataracell 4940005947

distance 0.288

#6 · Sanglicell 4930003010

distance 0.295 · cross-district

#7 · Sanglicell 4930005718

distance 0.295 · cross-district

#8 · Punecell 4900001855

distance 0.297 · cross-district

#9 · Sataracell 4940001042

distance 0.298

#10 · Sataracell 4940000462

distance 0.298

#11 · Kolhapurcell 4800005959

distance 0.298 · cross-district

#12 · Sataracell 4940001189

distance 0.301

#13 · Sataracell 4940000373

distance 0.303

#14 · Sataracell 4940004848

distance 0.303

#15 · Sataracell 4940000834

distance 0.304

#16 · Sataracell 4940001163

distance 0.305

#17 · Sataracell 4940000234

distance 0.306

#18 · Sanglicell 4930004030

distance 0.306 · 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":4940001188}}}'

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.