Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003637

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002600

distance 0.159

#2 · Solapurcell 4960006035

distance 0.198 · cross-district

#3 · Sanglicell 4930001331

distance 0.203

#4 · Beedcell 4700002695

distance 0.213 · cross-district

#5 · Nashikcell 4870007254

distance 0.213 · cross-district

#6 · Beedcell 4700001705

distance 0.215 · cross-district

#7 · Solapurcell 4960004732

distance 0.221 · cross-district

#8 · Sanglicell 4930000760

distance 0.221

#9 · Solapurcell 4960005629

distance 0.224 · cross-district

#10 · Solapurcell 4960005777

distance 0.235 · cross-district

#11 · Nashikcell 4870006521

distance 0.236 · cross-district

#12 · Sanglicell 4930001452

distance 0.237

#13 · Sanglicell 4930000371

distance 0.239

#14 · Nashikcell 4870006504

distance 0.239 · cross-district

#15 · Beedcell 4700007966

distance 0.242 · cross-district

#16 · Sanglicell 4930000136

distance 0.243

#17 · Ahmednagarcell 4660006071

distance 0.244 · cross-district

#18 · Solapurcell 4960004544

distance 0.245 · cross-district

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":4930003637}}}'

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.