Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000628

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000798

distance 0.189

#2 · Sataracell 4940003153

distance 0.204

#3 · Sataracell 4940003041

distance 0.223

#4 · Sataracell 4940000799

distance 0.225

#5 · Nandurbarcell 4860003541

distance 0.247 · cross-district

#6 · Sataracell 4940000452

distance 0.251

#7 · Nandurbarcell 4860003079

distance 0.255 · cross-district

#8 · Sataracell 4940002590

distance 0.263

#9 · Nashikcell 4870003329

distance 0.266 · cross-district

#10 · Sataracell 4940002926

distance 0.274

#11 · Sataracell 4940003383

distance 0.274

#12 · Sataracell 4940003037

distance 0.275

#13 · Nashikcell 4870001976

distance 0.275 · cross-district

#14 · Beedcell 4700003227

distance 0.275 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004829

distance 0.277 · cross-district

#16 · Kolhapurcell 4800005103

distance 0.278 · cross-district

#17 · Sataracell 4940000857

distance 0.278

#18 · Beedcell 4700002897

distance 0.281 · 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":4940000628}}}'

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.