Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000338

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000735

distance 0.113

#2 · Kolhapurcell 4800006460

distance 0.134 · cross-district

#3 · Sataracell 4940001199

distance 0.155

#4 · Ratnagiricell 4920002984

distance 0.161 · cross-district

#5 · Sataracell 4940000962

distance 0.169

#6 · Sataracell 4940000440

distance 0.17

#7 · Sataracell 4940002582

distance 0.172

#8 · Sanglicell 4930005042

distance 0.18 · cross-district

#9 · Sataracell 4940000387

distance 0.183

#10 · Sataracell 4940001024

distance 0.188

#11 · Ratnagiricell 4920002850

distance 0.195 · cross-district

#12 · Sataracell 4940000390

distance 0.197

#13 · Sanglicell 4930004776

distance 0.198 · cross-district

#14 · Kolhapurcell 4800006458

distance 0.203 · cross-district

#15 · Sanglicell 4930004915

distance 0.205 · cross-district

#16 · Sataracell 4940000676

distance 0.209

#17 · Sataracell 4940000970

distance 0.209

#18 · Sataracell 4940003261

distance 0.211

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":4940000338}}}'

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.