Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003948

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003947

distance 0.094

#2 · Sanglicell 4930003778

distance 0.153

#3 · Sanglicell 4930002914

distance 0.171

#4 · Sanglicell 4930002518

distance 0.172

#5 · Chhatrapati Sambhajinagarcell 4690002341

distance 0.178 · cross-district

#6 · Sanglicell 4930003777

distance 0.179

#7 · Sanglicell 4930001075

distance 0.181

#8 · Sanglicell 4930000059

distance 0.186

#9 · Ahmednagarcell 4660000249

distance 0.188 · cross-district

#10 · Sanglicell 4930002260

distance 0.198

#11 · Sanglicell 4930002918

distance 0.201

#12 · Ahmednagarcell 4660001289

distance 0.201 · cross-district

#13 · Dharashivcell 4880003251

distance 0.202 · cross-district

#14 · Sanglicell 4930003048

distance 0.202

#15 · Ahmednagarcell 4660000857

distance 0.203 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003175

distance 0.207 · cross-district

#17 · Ahmednagarcell 4660004026

distance 0.207 · cross-district

#18 · Ahmednagarcell 4660000853

distance 0.207 · 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":4930003948}}}'

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.