Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000079
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.06
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880005594
distance 0.06 · cross-district
#2 · Dharashivcell 4880005312
distance 0.072 · cross-district
#3 · Dharashivcell 4880005782
distance 0.082 · cross-district
#4 · Dharashivcell 4880005121
distance 0.085 · cross-district
#5 · Laturcell 4810001357
distance 0.091 · cross-district
#6 · Laturcell 4810001861
distance 0.092 · cross-district
#7 · Laturcell 4810002118
distance 0.093 · cross-district
#8 · Beedcell 4700000108
distance 0.094
#9 · Beedcell 4700000143
distance 0.097
#10 · Dharashivcell 4880005869
distance 0.098 · cross-district
#11 · Laturcell 4810001964
distance 0.1 · cross-district
#12 · Laturcell 4810001448
distance 0.101 · cross-district
#13 · Laturcell 4810001223
distance 0.102 · cross-district
#14 · Laturcell 4810001956
distance 0.102 · cross-district
#15 · Laturcell 4810000877
distance 0.103 · cross-district
#16 · Laturcell 4810001368
distance 0.103 · cross-district
#17 · Dharashivcell 4880004643
distance 0.104 · cross-district
#18 · Laturcell 4810001773
distance 0.106 · 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":4700000079}}}'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.