Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001013

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005955

distance 0.127 · cross-district

#2 · Sanglicell 4930001238

distance 0.131

#3 · Sanglicell 4930000912

distance 0.132

#4 · Sanglicell 4930003702

distance 0.143

#5 · Sanglicell 4930002006

distance 0.151

#6 · Sanglicell 4930001508

distance 0.152

#7 · Sanglicell 4930000599

distance 0.154

#8 · Sataracell 4940001074

distance 0.16 · cross-district

#9 · Sanglicell 4930000910

distance 0.161

#10 · Sanglicell 4930000907

distance 0.161

#11 · Sanglicell 4930001523

distance 0.163

#12 · Sanglicell 4930003179

distance 0.164

#13 · Sanglicell 4930000892

distance 0.167

#14 · Sataracell 4940001192

distance 0.171 · cross-district

#15 · Sanglicell 4930002668

distance 0.175

#16 · Sanglicell 4930001667

distance 0.178

#17 · Sanglicell 4930003021

distance 0.178

#18 · Sanglicell 4930004789

distance 0.178

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":4930001013}}}'

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.