Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000259

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

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000307

distance 0.054

#2 · Sataracell 4940000027

distance 0.111

#3 · Sataracell 4940000300

distance 0.127

#4 · Sataracell 4940000202

distance 0.13

#5 · Sataracell 4940000257

distance 0.143

#6 · Sataracell 4940000212

distance 0.157

#7 · Sataracell 4940000067

distance 0.166

#8 · Sataracell 4940000049

distance 0.178

#9 · Sataracell 4940000291

distance 0.179

#10 · Sanglicell 4930004779

distance 0.183 · cross-district

#11 · Sataracell 4940000365

distance 0.193

#12 · Sataracell 4940000366

distance 0.204

#13 · Sataracell 4940000214

distance 0.205

#14 · Sataracell 4940000247

distance 0.21

#15 · Nashikcell 4870013238

distance 0.217 · cross-district

#16 · Buldhanacell 4720004252

distance 0.22 · cross-district

#17 · Sataracell 4940000702

distance 0.222

#18 · Beedcell 4700003546

distance 0.223 · 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":4940000259}}}'

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.