Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003079

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003607

distance 0.159

#2 · Sanglicell 4930002069

distance 0.163

#3 · Sanglicell 4930000235

distance 0.164

#4 · Sanglicell 4930000100

distance 0.164

#5 · Sanglicell 4930003439

distance 0.168

#6 · Sanglicell 4930000115

distance 0.175

#7 · Sanglicell 4930003436

distance 0.175

#8 · Sanglicell 4930002233

distance 0.176

#9 · Sanglicell 4930000117

distance 0.182

#10 · Sanglicell 4930001733

distance 0.182

#11 · Sanglicell 4930002056

distance 0.182

#12 · Sanglicell 4930000359

distance 0.185

#13 · Sanglicell 4930000752

distance 0.186

#14 · Beedcell 4700001863

distance 0.187 · cross-district

#15 · Sanglicell 4930001905

distance 0.188

#16 · Sanglicell 4930000740

distance 0.189

#17 · Chhatrapati Sambhajinagarcell 4690001831

distance 0.193 · cross-district

#18 · Sanglicell 4930004837

distance 0.194

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":4930003079}}}'

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.