Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002425

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006756

distance 0.174 · cross-district

#2 · Sataracell 4940004384

distance 0.186

#3 · Sataracell 4940002658

distance 0.186

#4 · Sataracell 4940001595

distance 0.189

#5 · Sataracell 4940003214

distance 0.192

#6 · Sataracell 4940005364

distance 0.193

#7 · Sataracell 4940005365

distance 0.195

#8 · Sataracell 4940006391

distance 0.196

#9 · Kolhapurcell 4800006016

distance 0.196 · cross-district

#10 · Sanglicell 4930002836

distance 0.198 · cross-district

#11 · Sataracell 4940003213

distance 0.202

#12 · Sataracell 4940002317

distance 0.203

#13 · Sataracell 4940005483

distance 0.203

#14 · Sataracell 4940003205

distance 0.208

#15 · Sataracell 4940001992

distance 0.209

#16 · Sataracell 4940003934

distance 0.209

#17 · Sataracell 4940003333

distance 0.211

#18 · Sataracell 4940002995

distance 0.213

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":4940002425}}}'

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.