Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002167

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003870

distance 0.103

#2 · Sanglicell 4930003363

distance 0.106

#3 · Sanglicell 4930001678

distance 0.114

#4 · Sanglicell 4930001836

distance 0.123

#5 · Sanglicell 4930001679

distance 0.128

#6 · Sanglicell 4930000905

distance 0.131

#7 · Sanglicell 4930000512

distance 0.131

#8 · Sanglicell 4930003197

distance 0.131

#9 · Sanglicell 4930001019

distance 0.134

#10 · Sanglicell 4930003374

distance 0.139

#11 · Sanglicell 4930003368

distance 0.141

#12 · Sanglicell 4930001007

distance 0.142

#13 · Sanglicell 4930001675

distance 0.144

#14 · Sanglicell 4930003534

distance 0.146

#15 · Sanglicell 4930001513

distance 0.149

#16 · Sataracell 4940000610

distance 0.162 · cross-district

#17 · Sataracell 4940000276

distance 0.162 · cross-district

#18 · Kolhapurcell 4800005961

distance 0.167 · 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":493,"cluster_id":4930002167}}}'

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.