Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001967

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002172

distance 0.131

#2 · Sataracell 4940001971

distance 0.192

#3 · Sataracell 4940003427

distance 0.241

#4 · Sataracell 4940003311

distance 0.242

#5 · Sataracell 4940006282

distance 0.248

#6 · Sataracell 4940003426

distance 0.253

#7 · Sataracell 4940001506

distance 0.259

#8 · Sataracell 4940003428

distance 0.264

#9 · Sataracell 4940000897

distance 0.272

#10 · Sataracell 4940002180

distance 0.274

#11 · Sataracell 4940000896

distance 0.276

#12 · Sataracell 4940002071

distance 0.283

#13 · Sataracell 4940006620

distance 0.286

#14 · Buldhanacell 4720008293

distance 0.29 · cross-district

#15 · Sataracell 4940001970

distance 0.291

#16 · Amravaticell 4680005849

distance 0.292 · cross-district

#17 · Amravaticell 4680005981

distance 0.292 · cross-district

#18 · Sataracell 4940001002

distance 0.293

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":4940001967}}}'

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.