Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000980

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001237

distance 0.151

#2 · Sataracell 4940000917

distance 0.206

#3 · Sataracell 4940001233

distance 0.211

#4 · Akolacell 4670004495

distance 0.212 · cross-district

#5 · Akolacell 4670004494

distance 0.216 · cross-district

#6 · Sataracell 4940000414

distance 0.218

#7 · Akolacell 4670004533

distance 0.223 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001971

distance 0.223 · cross-district

#9 · Sataracell 4940003976

distance 0.224

#10 · Kolhapurcell 4800003886

distance 0.229 · cross-district

#11 · Dharashivcell 4880000316

distance 0.23 · cross-district

#12 · Beedcell 4700004721

distance 0.232 · cross-district

#13 · Dharashivcell 4880000317

distance 0.232 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001961

distance 0.234 · cross-district

#15 · Punecell 4900003090

distance 0.236 · cross-district

#16 · Sataracell 4940001045

distance 0.238

#17 · Sataracell 4940006164

distance 0.238

#18 · Chhatrapati Sambhajinagarcell 4690001340

distance 0.239 · 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":4940000980}}}'

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.