Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000841

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000618

distance 0.16

#2 · Sataracell 4940000674

distance 0.177

#3 · Sataracell 4940000566

distance 0.207

#4 · Sataracell 4940000619

distance 0.225

#5 · Sataracell 4940000783

distance 0.238

#6 · Sataracell 4940000617

distance 0.238

#7 · Kolhapurcell 4800006456

distance 0.24 · cross-district

#8 · Sataracell 4940000340

distance 0.25

#9 · Sanglicell 4930005289

distance 0.254 · cross-district

#10 · Kolhapurcell 4800000300

distance 0.255 · cross-district

#11 · Sataracell 4940000849

distance 0.257

#12 · Sataracell 4940000843

distance 0.266

#13 · Sataracell 4940000784

distance 0.268

#14 · Kolhapurcell 4800000953

distance 0.271 · cross-district

#15 · Sataracell 4940000727

distance 0.272

#16 · Sataracell 4940000842

distance 0.276

#17 · Sataracell 4940000844

distance 0.278

#18 · Sataracell 4940000848

distance 0.278

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":4940000841}}}'

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.