Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001407

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 4940001735

distance 0.269

#2 · Sataracell 4940001639

distance 0.297

#3 · Kolhapurcell 4800002679

distance 0.301 · cross-district

#4 · Sataracell 4940003507

distance 0.304

#5 · Sataracell 4940003276

distance 0.306

#6 · Beedcell 4700003891

distance 0.321 · cross-district

#7 · Sataracell 4940001575

distance 0.323

#8 · Sataracell 4940000990

distance 0.331

#9 · Sataracell 4940002166

distance 0.331

#10 · Sataracell 4940000349

distance 0.338

#11 · Sataracell 4940001336

distance 0.343

#12 · Nandedcell 4850005674

distance 0.348 · cross-district

#13 · Beedcell 4700005071

distance 0.352 · cross-district

#14 · Sataracell 4940000135

distance 0.354

#15 · Kolhapurcell 4800006176

distance 0.357 · cross-district

#16 · Parbhanicell 4890002629

distance 0.359 · cross-district

#17 · Sataracell 4940000988

distance 0.359

#18 · Sataracell 4940002062

distance 0.363

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":4940001407}}}'

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.