Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000515

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000573

distance 0.19

#2 · Sataracell 4940000292

distance 0.204

#3 · Sataracell 4940000343

distance 0.204

#4 · Sataracell 4940000407

distance 0.251

#5 · Sataracell 4940000090

distance 0.263

#6 · Amravaticell 4680007788

distance 0.269 · cross-district

#7 · Sataracell 4940000688

distance 0.279

#8 · Sataracell 4940000514

distance 0.283

#9 · Sataracell 4940004948

distance 0.288

#10 · Sataracell 4940000575

distance 0.292

#11 · Kolhapurcell 4800005280

distance 0.297 · cross-district

#12 · Amravaticell 4680007642

distance 0.3 · cross-district

#13 · Sataracell 4940000916

distance 0.308

#14 · Sataracell 4940000159

distance 0.317

#15 · Nashikcell 4870009055

distance 0.317 · cross-district

#16 · Sataracell 4940002590

distance 0.319

#17 · Sataracell 4940000344

distance 0.321

#18 · Sataracell 4940001456

distance 0.322

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":4940000515}}}'

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.