Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002102

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001094

distance 0.131

#2 · Sanglicell 4930002273

distance 0.132

#3 · Sanglicell 4930001472

distance 0.143

#4 · Sanglicell 4930001342

distance 0.148

#5 · Solapurcell 4960006031

distance 0.149 · cross-district

#6 · Sanglicell 4930001941

distance 0.149

#7 · Sanglicell 4930001085

distance 0.152

#8 · Sanglicell 4930000665

distance 0.152

#9 · Sanglicell 4930003297

distance 0.153

#10 · Sanglicell 4930001211

distance 0.154

#11 · Sanglicell 4930000578

distance 0.155

#12 · Sanglicell 4930000875

distance 0.156

#13 · Sanglicell 4930002774

distance 0.157

#14 · Sanglicell 4930001764

distance 0.157

#15 · Sanglicell 4930001929

distance 0.159

#16 · Sanglicell 4930002436

distance 0.163

#17 · Solapurcell 4960012362

distance 0.163 · cross-district

#18 · Sanglicell 4930001470

distance 0.164

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":4930002102}}}'

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.