Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006341

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005753

distance 0.202

#2 · Dharashivcell 4880000849

distance 0.203 · cross-district

#3 · Sanglicell 4930006119

distance 0.207

#4 · Dharashivcell 4880000825

distance 0.208 · cross-district

#5 · Sanglicell 4930006824

distance 0.228

#6 · Sanglicell 4930006436

distance 0.229

#7 · Sanglicell 4930006124

distance 0.233

#8 · Sanglicell 4930005913

distance 0.24

#9 · Sanglicell 4930003244

distance 0.244

#10 · Dharashivcell 4880000327

distance 0.246 · cross-district

#11 · Sataracell 4940000893

distance 0.248 · cross-district

#12 · Sanglicell 4930005840

distance 0.249

#13 · Dharashivcell 4880000823

distance 0.25 · cross-district

#14 · Sanglicell 4930005463

distance 0.25

#15 · Sanglicell 4930005428

distance 0.25

#16 · Ahmednagarcell 4660004404

distance 0.251 · cross-district

#17 · Solapurcell 4960004948

distance 0.252 · cross-district

#18 · Ahmednagarcell 4660003736

distance 0.253 · 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":4930006341}}}'

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.