Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000170

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000575

distance 0.182

#2 · Sataracell 4940000753

distance 0.208

#3 · Sanglicell 4930004024

distance 0.212 · cross-district

#4 · Sataracell 4940000919

distance 0.23

#5 · Chhatrapati Sambhajinagarcell 4690004083

distance 0.237 · cross-district

#6 · Sataracell 4940001040

distance 0.238

#7 · Sataracell 4940000457

distance 0.239

#8 · Sataracell 4940000688

distance 0.241

#9 · Sataracell 4940000130

distance 0.242

#10 · Sataracell 4940000139

distance 0.242

#11 · Sataracell 4940000514

distance 0.242

#12 · Sataracell 4940000204

distance 0.242

#13 · Sataracell 4940000292

distance 0.244

#14 · Sataracell 4940000306

distance 0.244

#15 · Sataracell 4940000040

distance 0.245

#16 · Sataracell 4940000689

distance 0.25

#17 · Kolhapurcell 4800003658

distance 0.25 · cross-district

#18 · Sataracell 4940000096

distance 0.251

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":4940000170}}}'

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.