Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000910

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000909

distance 0.144

#2 · Sataracell 4940000971

distance 0.155

#3 · Sataracell 4940000622

distance 0.166

#4 · Sanglicell 4930005172

distance 0.197 · cross-district

#5 · Sataracell 4940000625

distance 0.231

#6 · Sataracell 4940000850

distance 0.246

#7 · Sataracell 4940001393

distance 0.258

#8 · Sataracell 4940001391

distance 0.266

#9 · Kolhapurcell 4800000620

distance 0.266 · cross-district

#10 · Sataracell 4940000567

distance 0.269

#11 · Akolacell 4670004602

distance 0.269 · cross-district

#12 · Kolhapurcell 4800000586

distance 0.278 · cross-district

#13 · Amravaticell 4680006959

distance 0.281 · cross-district

#14 · Sataracell 4940002477

distance 0.286

#15 · Kolhapurcell 4800000605

distance 0.29 · cross-district

#16 · Buldhanacell 4720004463

distance 0.291 · cross-district

#17 · Kolhapurcell 4800000354

distance 0.296 · cross-district

#18 · Amravaticell 4680006079

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":4940000910}}}'

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.