Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880001236
The MH-36 locality cells most similar to this Dharashiv 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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.083
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880001678
distance 0.083
#2 · Laturcell 4810000394
distance 0.11 · cross-district
#3 · Dharashivcell 4880002107
distance 0.113
#4 · Dharashivcell 4880001842
distance 0.123
#5 · Laturcell 4810000435
distance 0.146 · cross-district
#6 · Laturcell 4810001391
distance 0.147 · cross-district
#7 · Laturcell 4810001313
distance 0.147 · cross-district
#8 · Dharashivcell 4880001823
distance 0.151
#9 · Dharashivcell 4880001763
distance 0.152
#10 · Laturcell 4810001896
distance 0.152 · cross-district
#11 · Dharashivcell 4880005915
distance 0.155
#12 · Laturcell 4810001821
distance 0.157 · cross-district
#13 · Laturcell 4810002323
distance 0.158 · cross-district
#14 · Laturcell 4810002415
distance 0.161 · cross-district
#15 · Dharashivcell 4880001316
distance 0.162
#16 · Laturcell 4810001633
distance 0.165 · cross-district
#17 · Laturcell 4810002218
distance 0.167 · cross-district
#18 · Dharashivcell 4880003245
distance 0.167
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":488,"cluster_id":4880001236}}}'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.