Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005231

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006442

distance 0.157

#2 · Sanglicell 4930006086

distance 0.168

#3 · Sanglicell 4930004850

distance 0.173

#4 · Sanglicell 4930006439

distance 0.181

#5 · Sanglicell 4930004710

distance 0.184

#6 · Beedcell 4700005285

distance 0.185 · cross-district

#7 · Solapurcell 4960000003

distance 0.188 · cross-district

#8 · Sanglicell 4930004151

distance 0.188

#9 · Sanglicell 4930004877

distance 0.19

#10 · Sanglicell 4930004148

distance 0.192

#11 · Ahmednagarcell 4660003859

distance 0.193 · cross-district

#12 · Sanglicell 4930004570

distance 0.193

#13 · Sanglicell 4930006369

distance 0.193

#14 · Ahmednagarcell 4660003986

distance 0.193 · cross-district

#15 · Sanglicell 4930005377

distance 0.194

#16 · Sanglicell 4930006438

distance 0.195

#17 · Ahmednagarcell 4660003737

distance 0.195 · cross-district

#18 · Sanglicell 4930004738

distance 0.197

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":4930005231}}}'

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.