Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000122

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 5 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 4930004490

distance 0.198 · cross-district

#2 · Sataracell 4940000123

distance 0.227

#3 · Sataracell 4940000199

distance 0.242

#4 · Kolhapurcell 4800001132

distance 0.244 · cross-district

#5 · Kolhapurcell 4800000881

distance 0.252 · cross-district

#6 · Kolhapurcell 4800001213

distance 0.263 · cross-district

#7 · Sanglicell 4930004491

distance 0.264 · cross-district

#8 · Buldhanacell 4720008409

distance 0.267 · cross-district

#9 · Sataracell 4940000121

distance 0.268

#10 · Kolhapurcell 4800001133

distance 0.268 · cross-district

#11 · Sataracell 4940000243

distance 0.269

#12 · Amravaticell 4680005690

distance 0.279 · cross-district

#13 · Sataracell 4940000198

distance 0.281

#14 · Kolhapurcell 4800000784

distance 0.292 · cross-district

#15 · Kolhapurcell 4800001544

distance 0.293 · cross-district

#16 · Amravaticell 4680005547

distance 0.295 · cross-district

#17 · Kolhapurcell 4800001204

distance 0.296 · cross-district

#18 · Kolhapurcell 4800000870

distance 0.298 · 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":4940000122}}}'

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.