Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700001786
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 5 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.124
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700003283
distance 0.124
#2 · Sanglicell 4930001883
distance 0.201 · cross-district
#3 · Sanglicell 4930002714
distance 0.203 · cross-district
#4 · Beedcell 4700005431
distance 0.205
#5 · Sanglicell 4930005095
distance 0.211 · cross-district
#6 · Beedcell 4700002415
distance 0.213
#7 · Beedcell 4700004966
distance 0.213
#8 · Beedcell 4700002244
distance 0.217
#9 · Beedcell 4700001467
distance 0.218
#10 · Beedcell 4700004431
distance 0.218
#11 · Beedcell 4700002268
distance 0.222
#12 · Dharashivcell 4880001041
distance 0.223 · cross-district
#13 · Yavatmalcell 5000002911
distance 0.223 · cross-district
#14 · Beedcell 4700004336
distance 0.224
#15 · Sanglicell 4930005232
distance 0.225 · cross-district
#16 · Dharashivcell 4880000552
distance 0.225 · cross-district
#17 · Solapurcell 4960000134
distance 0.229 · cross-district
#18 · Beedcell 4700001938
distance 0.23
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":4700001786}}}'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.