Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003296

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000168

distance 0.149

#2 · Sanglicell 4930000863

distance 0.152

#3 · Sanglicell 4930000206

distance 0.156

#4 · Sanglicell 4930000754

distance 0.156

#5 · Sanglicell 4930001776

distance 0.164

#6 · Sanglicell 4930001315

distance 0.176

#7 · Sanglicell 4930003110

distance 0.18

#8 · Beedcell 4700005268

distance 0.18 · cross-district

#9 · Beedcell 4700001144

distance 0.18 · cross-district

#10 · Sanglicell 4930001192

distance 0.183

#11 · Beedcell 4700002217

distance 0.185 · cross-district

#12 · Laturcell 4810002843

distance 0.186 · cross-district

#13 · Sanglicell 4930000242

distance 0.189

#14 · Laturcell 4810000874

distance 0.189 · cross-district

#15 · Sanglicell 4930001439

distance 0.19

#16 · Solapurcell 4960005195

distance 0.19 · cross-district

#17 · Beedcell 4700004984

distance 0.191 · cross-district

#18 · Sanglicell 4930002244

distance 0.191

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":4930003296}}}'

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.