Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003700
The MH-36 locality cells most similar to this Hingoli 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
0.034
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000911
distance 0.034 · cross-district
#2 · Washimcell 4990001286
distance 0.059 · cross-district
#3 · Hingolicell 4770003646
distance 0.06
#4 · Washimcell 4990000661
distance 0.061 · cross-district
#5 · Washimcell 4990000748
distance 0.061 · cross-district
#6 · Washimcell 4990000589
distance 0.065 · cross-district
#7 · Washimcell 4990000662
distance 0.068 · cross-district
#8 · Washimcell 4990000759
distance 0.073 · cross-district
#9 · Washimcell 4990000822
distance 0.074 · cross-district
#10 · Hingolicell 4770003875
distance 0.076
#11 · Washimcell 4990001282
distance 0.076 · cross-district
#12 · Washimcell 4990000927
distance 0.077 · cross-district
#13 · Hingolicell 4770003590
distance 0.077
#14 · Washimcell 4990000289
distance 0.078 · cross-district
#15 · Washimcell 4990001002
distance 0.08 · cross-district
#16 · Washimcell 4990000838
distance 0.08 · cross-district
#17 · Hingolicell 4770003956
distance 0.08
#18 · Washimcell 4990000990
distance 0.082 · 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":477,"cluster_id":4770003700}}}'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.