Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700003672
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 6 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.108
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700003675
distance 0.108
#2 · Beedcell 4700003499
distance 0.129
#3 · Washimcell 4990000737
distance 0.13 · cross-district
#4 · Beedcell 4700003514
distance 0.145
#5 · Beedcell 4700005785
distance 0.149
#6 · Solapurcell 4960008723
distance 0.156 · cross-district
#7 · Ahmednagarcell 4660005277
distance 0.157 · cross-district
#8 · Beedcell 4700004528
distance 0.158
#9 · Washimcell 4990000053
distance 0.159 · cross-district
#10 · Chhatrapati Sambhajinagarcell 4690001609
distance 0.161 · cross-district
#11 · Beedcell 4700005041
distance 0.161
#12 · Beedcell 4700005348
distance 0.165
#13 · Dharashivcell 4880004623
distance 0.166 · cross-district
#14 · Solapurcell 4960000963
distance 0.166 · cross-district
#15 · Solapurcell 4960000444
distance 0.17 · cross-district
#16 · Washimcell 4990000276
distance 0.176 · cross-district
#17 · Solapurcell 4960004462
distance 0.178 · cross-district
#18 · Ahmednagarcell 4660002538
distance 0.178 · 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":4700003672}}}'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.