Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005028

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004166

distance 0.143

#2 · Sanglicell 4930001491

distance 0.154

#3 · Sanglicell 4930001965

distance 0.158

#4 · Sanglicell 4930003681

distance 0.168

#5 · Sanglicell 4930001801

distance 0.17

#6 · Sanglicell 4930001800

distance 0.173

#7 · Sanglicell 4930005021

distance 0.173

#8 · Sanglicell 4930001349

distance 0.178

#9 · Solapurcell 4960000305

distance 0.184 · cross-district

#10 · Sanglicell 4930003485

distance 0.184

#11 · Sanglicell 4930005384

distance 0.192

#12 · Sanglicell 4930005027

distance 0.192

#13 · Solapurcell 4960000690

distance 0.193 · cross-district

#14 · Sanglicell 4930005029

distance 0.196

#15 · Sanglicell 4930001348

distance 0.197

#16 · Sanglicell 4930001487

distance 0.197

#17 · Nandedcell 4850003743

distance 0.205 · cross-district

#18 · Sanglicell 4930004891

distance 0.209

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":4930005028}}}'

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.