Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000711

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003882

distance 0.198 · cross-district

#2 · Sataracell 4940000722

distance 0.21

#3 · Sataracell 4940000766

distance 0.223

#4 · Sanglicell 4930004052

distance 0.265 · cross-district

#5 · Solapurcell 4960011584

distance 0.282 · cross-district

#6 · Sataracell 4940001007

distance 0.3

#7 · Sataracell 4940000655

distance 0.309

#8 · Sataracell 4940000322

distance 0.31

#9 · Sataracell 4940000189

distance 0.31

#10 · Sanglicell 4930004038

distance 0.313 · cross-district

#11 · Sanglicell 4930004046

distance 0.313 · cross-district

#12 · Akolacell 4670004666

distance 0.315 · cross-district

#13 · Sataracell 4940000539

distance 0.318

#14 · Chhatrapati Sambhajinagarcell 4690006589

distance 0.323 · cross-district

#15 · Ahmednagarcell 4660014111

distance 0.326 · cross-district

#16 · Sataracell 4940000595

distance 0.328

#17 · Buldhanacell 4720004343

distance 0.328 · cross-district

#18 · Beedcell 4700004527

distance 0.329 · 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":4940000711}}}'

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.