Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001751

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001355

distance 0.156

#2 · Sataracell 4940001290

distance 0.222

#3 · Sataracell 4940001488

distance 0.246

#4 · Sataracell 4940003064

distance 0.249

#5 · Sataracell 4940001651

distance 0.273

#6 · Sataracell 4940002715

distance 0.274

#7 · Sataracell 4940001291

distance 0.28

#8 · Sataracell 4940001482

distance 0.28

#9 · Sataracell 4940001742

distance 0.288

#10 · Beedcell 4700004224

distance 0.29 · cross-district

#11 · Sataracell 4940003279

distance 0.294

#12 · Kolhapurcell 4800006286

distance 0.301 · cross-district

#13 · Sataracell 4940002042

distance 0.302

#14 · Sataracell 4940002043

distance 0.304

#15 · Kolhapurcell 4800006293

distance 0.304 · cross-district

#16 · Beedcell 4700003550

distance 0.309 · cross-district

#17 · Sataracell 4940001846

distance 0.309

#18 · Beedcell 4700003382

distance 0.31 · 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":4940001751}}}'

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.