Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000102

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000190

distance 0.228 · cross-district

#2 · Sataracell 4940000368

distance 0.262

#3 · Akolacell 4670000387

distance 0.263 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002392

distance 0.265 · cross-district

#5 · Akolacell 4670000147

distance 0.267 · cross-district

#6 · Sanglicell 4930005224

distance 0.269 · cross-district

#7 · Akolacell 4670004636

distance 0.269 · cross-district

#8 · Jalgaoncell 4780009991

distance 0.27 · cross-district

#9 · Ahmednagarcell 4660004884

distance 0.274 · cross-district

#10 · Amravaticell 4680009556

distance 0.276 · cross-district

#11 · Nandedcell 4850006884

distance 0.277 · cross-district

#12 · Nashikcell 4870006735

distance 0.28 · cross-district

#13 · Amravaticell 4680009643

distance 0.28 · cross-district

#14 · Sanglicell 4930005411

distance 0.283 · cross-district

#15 · Akolacell 4670000233

distance 0.287 · cross-district

#16 · Buldhanacell 4720008228

distance 0.29 · cross-district

#17 · Hingolicell 4770001539

distance 0.291 · cross-district

#18 · Ahmednagarcell 4660004293

distance 0.292 · 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":4940000102}}}'

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.