Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000278

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000004

distance 0.115

#2 · Sanglicell 4930001221

distance 0.143

#3 · Sanglicell 4930000753

distance 0.143

#4 · Sanglicell 4930000277

distance 0.144

#5 · Sanglicell 4930000207

distance 0.146

#6 · Sanglicell 4930001309

distance 0.154

#7 · Sanglicell 4930003908

distance 0.155

#8 · Sanglicell 4930002582

distance 0.157

#9 · Sanglicell 4930000571

distance 0.157

#10 · Sanglicell 4930002898

distance 0.159

#11 · Sanglicell 4930001579

distance 0.161

#12 · Sanglicell 4930000965

distance 0.161

#13 · Sanglicell 4930002399

distance 0.162

#14 · Sanglicell 4930000572

distance 0.162

#15 · Sanglicell 4930001315

distance 0.164

#16 · Sanglicell 4930001056

distance 0.166

#17 · Sanglicell 4930000479

distance 0.166

#18 · Sanglicell 4930000168

distance 0.168

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":4930000278}}}'

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.