Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000780

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000837

distance 0.124

#2 · Sataracell 4940000549

distance 0.153

#3 · Sataracell 4940000433

distance 0.168

#4 · Sataracell 4940000484

distance 0.168

#5 · Sataracell 4940000609

distance 0.17

#6 · Sanglicell 4930005723

distance 0.175 · cross-district

#7 · Sataracell 4940000654

distance 0.179

#8 · Sataracell 4940000548

distance 0.181

#9 · Sataracell 4940000235

distance 0.184

#10 · Sanglicell 4930002506

distance 0.185 · cross-district

#11 · Sataracell 4940000278

distance 0.189

#12 · Sanglicell 4930005632

distance 0.189 · cross-district

#13 · Sataracell 4940000599

distance 0.2

#14 · Sanglicell 4930004940

distance 0.202 · cross-district

#15 · Sanglicell 4930004073

distance 0.204 · cross-district

#16 · Sanglicell 4930005806

distance 0.206 · cross-district

#17 · Kolhapurcell 4800005038

distance 0.208 · cross-district

#18 · Sanglicell 4930004928

distance 0.208 · 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":4940000780}}}'

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.