Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005340

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005346

distance 0.153

#2 · Sanglicell 4930005088

distance 0.163

#3 · Sanglicell 4930005463

distance 0.175

#4 · Sanglicell 4930003226

distance 0.182

#5 · Sanglicell 4930006159

distance 0.195

#6 · Sanglicell 4930006068

distance 0.204

#7 · Sanglicell 4930005842

distance 0.206

#8 · Sanglicell 4930004793

distance 0.21

#9 · Sanglicell 4930005564

distance 0.211

#10 · Sanglicell 4930004391

distance 0.215

#11 · Sanglicell 4930005840

distance 0.217

#12 · Sanglicell 4930004664

distance 0.218

#13 · Sanglicell 4930005990

distance 0.219

#14 · Sanglicell 4930006124

distance 0.22

#15 · Sanglicell 4930005733

distance 0.227

#16 · Sanglicell 4930006433

distance 0.229

#17 · Sanglicell 4930006412

distance 0.23

#18 · Sanglicell 4930005424

distance 0.23

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":4930005340}}}'

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.