Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003702

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002668

distance 0.141

#2 · Sanglicell 4930001013

distance 0.143

#3 · Sanglicell 4930000599

distance 0.145

#4 · Sataracell 4940000114

distance 0.182 · cross-district

#5 · Kolhapurcell 4800006057

distance 0.183 · cross-district

#6 · Sanglicell 4930000900

distance 0.183

#7 · Sataracell 4940000149

distance 0.185 · cross-district

#8 · Sanglicell 4930000907

distance 0.186

#9 · Sanglicell 4930003007

distance 0.186

#10 · Sanglicell 4930002335

distance 0.193

#11 · Kolhapurcell 4800005633

distance 0.194 · cross-district

#12 · Sanglicell 4930002836

distance 0.196

#13 · Sanglicell 4930000805

distance 0.205

#14 · Sanglicell 4930000791

distance 0.208

#15 · Sanglicell 4930000898

distance 0.214

#16 · Sanglicell 4930004789

distance 0.215

#17 · Sanglicell 4930000899

distance 0.215

#18 · Sanglicell 4930001118

distance 0.216

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":4930003702}}}'

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.