Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004958

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005334

distance 0.151

#2 · Sanglicell 4930004829

distance 0.181

#3 · Sanglicell 4930004095

distance 0.183

#4 · Sanglicell 4930002546

distance 0.185

#5 · Sanglicell 4930006156

distance 0.194

#6 · Sanglicell 4930005461

distance 0.195

#7 · Sanglicell 4930004549

distance 0.197

#8 · Sanglicell 4930004102

distance 0.198

#9 · Sanglicell 4930004674

distance 0.198

#10 · Sanglicell 4930005845

distance 0.202

#11 · Sanglicell 4930006410

distance 0.204

#12 · Sanglicell 4930004550

distance 0.206

#13 · Sanglicell 4930004824

distance 0.207

#14 · Sanglicell 4930005355

distance 0.211

#15 · Sanglicell 4930004672

distance 0.211

#16 · Sanglicell 4930006206

distance 0.214

#17 · Sanglicell 4930004419

distance 0.215

#18 · Sanglicell 4930005455

distance 0.217

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":4930004958}}}'

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.