Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003511
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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.11
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000181
distance 0.11 · cross-district
#2 · Beedcell 4700003670
distance 0.112 · cross-district
#3 · Hingolicell 4770003629
distance 0.112
#4 · Hingolicell 4770003630
distance 0.114
#5 · Washimcell 4990000198
distance 0.115 · cross-district
#6 · Hingolicell 4770003691
distance 0.123
#7 · Hingolicell 4770003738
distance 0.124
#8 · Washimcell 4990000446
distance 0.126 · cross-district
#9 · Hingolicell 4770003580
distance 0.126
#10 · Washimcell 4990000153
distance 0.126 · cross-district
#11 · Hingolicell 4770003685
distance 0.127
#12 · Washimcell 4990000121
distance 0.127 · cross-district
#13 · Hingolicell 4770003786
distance 0.128
#14 · Beedcell 4700004873
distance 0.128 · cross-district
#15 · Hingolicell 4770003515
distance 0.132
#16 · Washimcell 4990000084
distance 0.133 · cross-district
#17 · Hingolicell 4770003785
distance 0.134
#18 · Hingolicell 4770003908
distance 0.134
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":4770003511}}}'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.