Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000034

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008942

distance 0.209 · cross-district

#2 · Nashikcell 4870008796

distance 0.235 · cross-district

#3 · Nashikcell 4870009364

distance 0.238 · cross-district

#4 · Sanglicell 4930001830

distance 0.241 · cross-district

#5 · Amravaticell 4680009556

distance 0.243 · cross-district

#6 · Amravaticell 4680006701

distance 0.245 · cross-district

#7 · Nashikcell 4870008940

distance 0.261 · cross-district

#8 · Sanglicell 4930001997

distance 0.264 · cross-district

#9 · Sataracell 4940000368

distance 0.267

#10 · Chhatrapati Sambhajinagarcell 4690006214

distance 0.268 · cross-district

#11 · Nashikcell 4870009363

distance 0.27 · cross-district

#12 · Nashikcell 4870009365

distance 0.27 · cross-district

#13 · Nashikcell 4870008512

distance 0.272 · cross-district

#14 · Sanglicell 4930004189

distance 0.276 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690006375

distance 0.276 · cross-district

#16 · Sanglicell 4930001254

distance 0.277 · cross-district

#17 · Nashikcell 4870009224

distance 0.279 · cross-district

#18 · Sataracell 4940000282

distance 0.284

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":4940000034}}}'

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.