Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000460

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000699

distance 0.218

#2 · Sataracell 4940001001

distance 0.233

#3 · Sataracell 4940006701

distance 0.258

#4 · Buldhanacell 4720004534

distance 0.258 · cross-district

#5 · Sataracell 4940000308

distance 0.259

#6 · Amravaticell 4680009954

distance 0.262 · cross-district

#7 · Sataracell 4940001251

distance 0.267

#8 · Sataracell 4940000260

distance 0.272

#9 · Amravaticell 4680006655

distance 0.278 · cross-district

#10 · Sataracell 4940000637

distance 0.278

#11 · Sataracell 4940000364

distance 0.287

#12 · Sataracell 4940001000

distance 0.287

#13 · Sataracell 4940000805

distance 0.287

#14 · Amravaticell 4680009436

distance 0.287 · cross-district

#15 · Amravaticell 4680009332

distance 0.289 · cross-district

#16 · Amravaticell 4680007645

distance 0.291 · cross-district

#17 · Nashikcell 4870012107

distance 0.292 · cross-district

#18 · Sataracell 4940000942

distance 0.292

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":4940000460}}}'

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.