Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001738

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

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002265

distance 0.269

#2 · Sataracell 4940001652

distance 0.285

#3 · Sataracell 4940001837

distance 0.361

#4 · Sataracell 4940002832

distance 0.369

#5 · Nandurbarcell 4860000437

distance 0.374 · cross-district

#6 · Sataracell 4940003635

distance 0.375

#7 · Gadchirolicell 4750002326

distance 0.393 · cross-district

#8 · Sataracell 4940005811

distance 0.396

#9 · Gadchirolicell 4750005297

distance 0.402 · cross-district

#10 · Sataracell 4940001748

distance 0.403

#11 · Buldhanacell 4720008289

distance 0.407 · cross-district

#12 · Buldhanacell 4720008159

distance 0.412 · cross-district

#13 · Sataracell 4940001560

distance 0.412

#14 · Sataracell 4940002049

distance 0.413

#15 · Gadchirolicell 4750004260

distance 0.413 · cross-district

#16 · Gadchirolicell 4750001044

distance 0.415 · cross-district

#17 · Gadchirolicell 4750002383

distance 0.415 · cross-district

#18 · Nashikcell 4870012366

distance 0.416 · 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":4940001738}}}'

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.