Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000019

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000415

distance 0.106

#2 · Sanglicell 4930000416

distance 0.119

#3 · Sanglicell 4930001592

distance 0.135

#4 · Sanglicell 4930000982

distance 0.137

#5 · Sanglicell 4930000230

distance 0.139

#6 · Sanglicell 4930000055

distance 0.14

#7 · Sanglicell 4930000168

distance 0.143

#8 · Sanglicell 4930000134

distance 0.146

#9 · Sanglicell 4930000198

distance 0.151

#10 · Sanglicell 4930002041

distance 0.153

#11 · Sanglicell 4930000753

distance 0.156

#12 · Sanglicell 4930001439

distance 0.157

#13 · Sanglicell 4930000479

distance 0.16

#14 · Sanglicell 4930000207

distance 0.16

#15 · Sanglicell 4930000004

distance 0.162

#16 · Sanglicell 4930000754

distance 0.162

#17 · Laturcell 4810002060

distance 0.163 · cross-district

#18 · Sanglicell 4930001216

distance 0.165

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":4930000019}}}'

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.