Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007935
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.129
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660007261
distance 0.129 · cross-district
#2 · Beedcell 4700008221
distance 0.146
#3 · Ahmednagarcell 4660008463
distance 0.147 · cross-district
#4 · Beedcell 4700008406
distance 0.148
#5 · Beedcell 4700008886
distance 0.149
#6 · Beedcell 4700007300
distance 0.157
#7 · Ahmednagarcell 4660007120
distance 0.163 · cross-district
#8 · Ahmednagarcell 4660007564
distance 0.166 · cross-district
#9 · Ahmednagarcell 4660008627
distance 0.173 · cross-district
#10 · Beedcell 4700007749
distance 0.173
#11 · Beedcell 4700007563
distance 0.179
#12 · Ahmednagarcell 4660007416
distance 0.18 · cross-district
#13 · Dharashivcell 4880006066
distance 0.183 · cross-district
#14 · Beedcell 4700007483
distance 0.189
#15 · Washimcell 4990001646
distance 0.189 · cross-district
#16 · Beedcell 4700007665
distance 0.189
#17 · Beedcell 4700008706
distance 0.191
#18 · Beedcell 4700007783
distance 0.191
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":4700007935}}}'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.