Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000197

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001064

distance 0.158

#2 · Sanglicell 4930004778

distance 0.209 · cross-district

#3 · Kolhapurcell 4800005299

distance 0.253 · cross-district

#4 · Sataracell 4940001004

distance 0.257

#5 · Sanglicell 4930005908

distance 0.258 · cross-district

#6 · Sataracell 4940000175

distance 0.269

#7 · Sataracell 4940000379

distance 0.27

#8 · Sataracell 4940000165

distance 0.275

#9 · Sanglicell 4930005723

distance 0.279 · cross-district

#10 · Sanglicell 4930005228

distance 0.28 · cross-district

#11 · Sataracell 4940000780

distance 0.286

#12 · Akolacell 4670004677

distance 0.287 · cross-district

#13 · Sanglicell 4930001376

distance 0.287 · cross-district

#14 · Sataracell 4940000139

distance 0.29

#15 · Sanglicell 4930002003

distance 0.295 · cross-district

#16 · Sataracell 4940004611

distance 0.295

#17 · Kolhapurcell 4800005387

distance 0.297 · cross-district

#18 · Kolhapurcell 4800005305

distance 0.297 · 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":4940000197}}}'

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.