Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007193
The MH-36 locality cells most similar to this Beed 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
18
across 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.137
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660006099
distance 0.137 · cross-district
#2 · Ahmednagarcell 4660005979
distance 0.145 · cross-district
#3 · Ahmednagarcell 4660006315
distance 0.159 · cross-district
#4 · Ahmednagarcell 4660005854
distance 0.16 · cross-district
#5 · Ahmednagarcell 4660008761
distance 0.163 · cross-district
#6 · Ahmednagarcell 4660008595
distance 0.171 · cross-district
#7 · Ahmednagarcell 4660008615
distance 0.171 · cross-district
#8 · Chhatrapati Sambhajinagarcell 4690007942
distance 0.172 · cross-district
#9 · Ahmednagarcell 4660006331
distance 0.175 · cross-district
#10 · Ahmednagarcell 4660008143
distance 0.176 · cross-district
#11 · Ahmednagarcell 4660007243
distance 0.176 · cross-district
#12 · Ahmednagarcell 4660007997
distance 0.18 · cross-district
#13 · Ahmednagarcell 4660008757
distance 0.181 · cross-district
#14 · Ahmednagarcell 4660007382
distance 0.182 · cross-district
#15 · Beedcell 4700002295
distance 0.182
#16 · Chhatrapati Sambhajinagarcell 4690007759
distance 0.183 · cross-district
#17 · Ahmednagarcell 4660005747
distance 0.189 · cross-district
#18 · Ahmednagarcell 4660007969
distance 0.19 · 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":470,"cluster_id":4700007193}}}'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.