Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002136

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002356

distance 0.132

#2 · Sataracell 4940003603

distance 0.154

#3 · Sataracell 4940001539

distance 0.161

#4 · Sataracell 4940003257

distance 0.173

#5 · Sataracell 4940002135

distance 0.183

#6 · Sataracell 4940002244

distance 0.256

#7 · Sataracell 4940001625

distance 0.28

#8 · Sataracell 4940001461

distance 0.319

#9 · Sataracell 4940002810

distance 0.346

#10 · Kolhapurcell 4800006490

distance 0.35 · cross-district

#11 · Kolhapurcell 4800006491

distance 0.353 · cross-district

#12 · Sataracell 4940002242

distance 0.375

#13 · Sataracell 4940001823

distance 0.379

#14 · Kolhapurcell 4800006492

distance 0.394 · cross-district

#15 · Sataracell 4940003488

distance 0.401

#16 · Sataracell 4940003605

distance 0.419

#17 · Hingolicell 4770003059

distance 0.424 · cross-district

#18 · Wardhacell 4980004108

distance 0.434 · 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":4940002136}}}'

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.