Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880004721
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.097
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880005671
distance 0.097
#2 · Dharashivcell 4880004716
distance 0.102
#3 · Dharashivcell 4880004818
distance 0.109
#4 · Dharashivcell 4880004905
distance 0.114
#5 · Dharashivcell 4880005205
distance 0.142
#6 · Dharashivcell 4880004452
distance 0.143
#7 · Dharashivcell 4880002128
distance 0.156
#8 · Dharashivcell 4880001963
distance 0.157
#9 · Solapurcell 4960004197
distance 0.158 · cross-district
#10 · Dharashivcell 4880001630
distance 0.16
#11 · Dharashivcell 4880001794
distance 0.163
#12 · Dharashivcell 4880004620
distance 0.164
#13 · Chhatrapati Sambhajinagarcell 4690005760
distance 0.166 · cross-district
#14 · Solapurcell 4960005078
distance 0.167 · cross-district
#15 · Dharashivcell 4880004622
distance 0.17
#16 · Solapurcell 4960009317
distance 0.17 · cross-district
#17 · Dharashivcell 4880004715
distance 0.17
#18 · Laturcell 4810002939
distance 0.171 · 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":488,"cluster_id":4880004721}}}'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.