Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001643

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003150

distance 0.108

#2 · Sanglicell 4930001971

distance 0.119

#3 · Sanglicell 4930003152

distance 0.136

#4 · Sanglicell 4930003151

distance 0.143

#5 · Sanglicell 4930002643

distance 0.164

#6 · Sanglicell 4930004610

distance 0.164

#7 · Sanglicell 4930003153

distance 0.164

#8 · Sanglicell 4930002137

distance 0.168

#9 · Sanglicell 4930001646

distance 0.173

#10 · Sanglicell 4930003328

distance 0.191

#11 · Sanglicell 4930004466

distance 0.193

#12 · Sanglicell 4930001790

distance 0.195

#13 · Beedcell 4700005955

distance 0.202 · cross-district

#14 · Sanglicell 4930001627

distance 0.204

#15 · Sanglicell 4930002131

distance 0.206

#16 · Sanglicell 4930002641

distance 0.207

#17 · Solapurcell 4960000115

distance 0.211 · cross-district

#18 · Sanglicell 4930002252

distance 0.212

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":4930001643}}}'

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.