Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700008067
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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.094
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700007597
distance 0.094
#2 · Beedcell 4700004650
distance 0.14
#3 · Beedcell 4700008993
distance 0.168
#4 · Beedcell 4700008756
distance 0.174
#5 · Ahmednagarcell 4660007859
distance 0.183 · cross-district
#6 · Dhulecell 4740001867
distance 0.184 · cross-district
#7 · Sanglicell 4930001589
distance 0.185 · cross-district
#8 · Beedcell 4700000897
distance 0.188
#9 · Nandedcell 4850002680
distance 0.192 · cross-district
#10 · Beedcell 4700002516
distance 0.192
#11 · Solapurcell 4960000909
distance 0.193 · cross-district
#12 · Dharashivcell 4880006279
distance 0.194 · cross-district
#13 · Beedcell 4700008066
distance 0.194
#14 · Solapurcell 4960000545
distance 0.194 · cross-district
#15 · Sanglicell 4930000879
distance 0.195 · cross-district
#16 · Beedcell 4700002864
distance 0.196
#17 · Buldhanacell 4720002890
distance 0.198 · cross-district
#18 · Sanglicell 4930002933
distance 0.199 · 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":4700008067}}}'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.