Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001207

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920003123

distance 0.206 · cross-district

#2 · Sataracell 4940001208

distance 0.252

#3 · Ratnagiricell 4920003928

distance 0.264 · cross-district

#4 · Sataracell 4940001198

distance 0.272

#5 · Sataracell 4940000568

distance 0.293

#6 · Ratnagiricell 4920003122

distance 0.295 · cross-district

#7 · Ratnagiricell 4920003927

distance 0.312 · cross-district

#8 · Sataracell 4940001545

distance 0.314

#9 · Ratnagiricell 4920005034

distance 0.315 · cross-district

#10 · Sataracell 4940001026

distance 0.315

#11 · Sataracell 4940001315

distance 0.317

#12 · Sataracell 4940001328

distance 0.317

#13 · Ratnagiricell 4920004161

distance 0.324 · cross-district

#14 · Sataracell 4940000902

distance 0.326

#15 · Kolhapurcell 4800006487

distance 0.328 · cross-district

#16 · Ratnagiricell 4920003837

distance 0.328 · cross-district

#17 · Sataracell 4940000733

distance 0.329

#18 · Ratnagiricell 4920003929

distance 0.33 · 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":4940001207}}}'

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.