Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001733

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002233

distance 0.1

#2 · Sanglicell 4930001734

distance 0.13

#3 · Sanglicell 4930003427

distance 0.148

#4 · Sanglicell 4930001905

distance 0.158

#5 · Sanglicell 4930003603

distance 0.17

#6 · Sanglicell 4930000015

distance 0.174

#7 · Sanglicell 4930001897

distance 0.176

#8 · Chhatrapati Sambhajinagarcell 4690002129

distance 0.177 · cross-district

#9 · Sanglicell 4930001901

distance 0.177

#10 · Sanglicell 4930002567

distance 0.18

#11 · Sanglicell 4930003896

distance 0.181

#12 · Sanglicell 4930003079

distance 0.182

#13 · Sanglicell 4930002735

distance 0.186

#14 · Sanglicell 4930001732

distance 0.188

#15 · Sanglicell 4930000117

distance 0.188

#16 · Sanglicell 4930002235

distance 0.189

#17 · Sanglicell 4930003222

distance 0.193

#18 · Sanglicell 4930001892

distance 0.195

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":4930001733}}}'

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.