Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000007

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000105

distance 0.142

#2 · Sanglicell 4930002071

distance 0.151

#3 · Sanglicell 4930002580

distance 0.164

#4 · Sanglicell 4930001754

distance 0.167

#5 · Sanglicell 4930000027

distance 0.174

#6 · Sanglicell 4930002735

distance 0.178

#7 · Sanglicell 4930003263

distance 0.18

#8 · Sanglicell 4930000077

distance 0.182

#9 · Sanglicell 4930001737

distance 0.186

#10 · Solapurcell 4960005814

distance 0.191 · cross-district

#11 · Sanglicell 4930003740

distance 0.193

#12 · Sanglicell 4930001428

distance 0.195

#13 · Sanglicell 4930001168

distance 0.196

#14 · Sanglicell 4930001578

distance 0.199

#15 · Sanglicell 4930000556

distance 0.2

#16 · Dharashivcell 4880003768

distance 0.201 · cross-district

#17 · Laturcell 4810002422

distance 0.204 · cross-district

#18 · Sanglicell 4930003229

distance 0.205

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":4930000007}}}'

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.