Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006494

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006552

distance 0.107

#2 · Sanglicell 4930006553

distance 0.123

#3 · Sanglicell 4930006564

distance 0.138

#4 · Sanglicell 4930006146

distance 0.139

#5 · Sanglicell 4930006223

distance 0.142

#6 · Sanglicell 4930006568

distance 0.151

#7 · Sanglicell 4930006142

distance 0.154

#8 · Sanglicell 4930005918

distance 0.157

#9 · Sanglicell 4930006349

distance 0.157

#10 · Sanglicell 4930004812

distance 0.157

#11 · Sanglicell 4930005664

distance 0.166

#12 · Sanglicell 4930006277

distance 0.166

#13 · Sanglicell 4930006286

distance 0.167

#14 · Sanglicell 4930006141

distance 0.168

#15 · Sanglicell 4930006265

distance 0.171

#16 · Sanglicell 4930006211

distance 0.171

#17 · Sanglicell 4930006414

distance 0.171

#18 · Sanglicell 4930006276

distance 0.172

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":4930006494}}}'

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.