Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001217

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008194

distance 0.215 · cross-district

#2 · Sataracell 4940001156

distance 0.221

#3 · Sataracell 4940000928

distance 0.225

#4 · Sataracell 4940000403

distance 0.227

#5 · Sataracell 4940000351

distance 0.238

#6 · Sataracell 4940000350

distance 0.241

#7 · Sataracell 4940000408

distance 0.252

#8 · Sataracell 4940000866

distance 0.259

#9 · Beedcell 4700005507

distance 0.265 · cross-district

#10 · Sataracell 4940000585

distance 0.267

#11 · Sataracell 4940001222

distance 0.27

#12 · Sataracell 4940000639

distance 0.273

#13 · Sataracell 4940000022

distance 0.275

#14 · Sataracell 4940000918

distance 0.277

#15 · Sataracell 4940000412

distance 0.277

#16 · Sanglicell 4930005466

distance 0.277 · cross-district

#17 · Sataracell 4940003974

distance 0.278

#18 · Kolhapurcell 4800003257

distance 0.279 · 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":4940001217}}}'

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.