Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003261

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000492

distance 0.123

#2 · Sanglicell 4930001745

distance 0.124

#3 · Sanglicell 4930003429

distance 0.134

#4 · Sanglicell 4930001943

distance 0.142

#5 · Sanglicell 4930003614

distance 0.149

#6 · Sanglicell 4930002574

distance 0.153

#7 · Sanglicell 4930002745

distance 0.16

#8 · Nashikcell 4870007111

distance 0.162 · cross-district

#9 · Sanglicell 4930002407

distance 0.165

#10 · Sanglicell 4930003081

distance 0.167

#11 · Sanglicell 4930002581

distance 0.171

#12 · Sanglicell 4930002741

distance 0.174

#13 · Sanglicell 4930002584

distance 0.174

#14 · Sanglicell 4930001222

distance 0.177

#15 · Sanglicell 4930001327

distance 0.178

#16 · Sanglicell 4930002072

distance 0.179

#17 · Sanglicell 4930003958

distance 0.181

#18 · Sanglicell 4930001324

distance 0.181

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":4930003261}}}'

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.