Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002571

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002581

distance 0.137

#2 · Sanglicell 4930001591

distance 0.142

#3 · Sanglicell 4930003088

distance 0.143

#4 · Sanglicell 4930003817

distance 0.143

#5 · Sanglicell 4930002397

distance 0.148

#6 · Dharashivcell 4880001475

distance 0.158 · cross-district

#7 · Sanglicell 4930001745

distance 0.159

#8 · Sanglicell 4930000880

distance 0.163

#9 · Solapurcell 4960012257

distance 0.165 · cross-district

#10 · Sanglicell 4930000986

distance 0.165

#11 · Sanglicell 4930002238

distance 0.166

#12 · Sanglicell 4930003615

distance 0.167

#13 · Sanglicell 4930000496

distance 0.168

#14 · Sanglicell 4930000588

distance 0.169

#15 · Sanglicell 4930001222

distance 0.171

#16 · Sanglicell 4930003429

distance 0.172

#17 · Dharashivcell 4880002428

distance 0.174 · cross-district

#18 · Sanglicell 4930003624

distance 0.18

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":4930002571}}}'

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.