Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000923

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003319

distance 0.197 · cross-district

#2 · Akolacell 4670003316

distance 0.209 · cross-district

#3 · Beedcell 4700004878

distance 0.211 · cross-district

#4 · Sataracell 4940000309

distance 0.219

#5 · Sataracell 4940000172

distance 0.222

#6 · Sataracell 4940006694

distance 0.224

#7 · Akolacell 4670000305

distance 0.227 · cross-district

#8 · Sataracell 4940001236

distance 0.231

#9 · Chhatrapati Sambhajinagarcell 4690004163

distance 0.233 · cross-district

#10 · Dharashivcell 4880003358

distance 0.234 · cross-district

#11 · Sataracell 4940003857

distance 0.236

#12 · Sataracell 4940005223

distance 0.236

#13 · Ahmednagarcell 4660005072

distance 0.239 · cross-district

#14 · Laturcell 4810000066

distance 0.241 · cross-district

#15 · Dharashivcell 4880006395

distance 0.242 · cross-district

#16 · Kolhapurcell 4800003861

distance 0.244 · cross-district

#17 · Ahmednagarcell 4660005286

distance 0.244 · cross-district

#18 · Solapurcell 4960009225

distance 0.244 · 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":4940000923}}}'

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.