Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003841
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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.081
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000467
distance 0.081 · cross-district
#2 · Hingolicell 4770003919
distance 0.084
#3 · Washimcell 4990001294
distance 0.086 · cross-district
#4 · Hingolicell 4770003588
distance 0.09
#5 · Washimcell 4990001289
distance 0.094 · cross-district
#6 · Washimcell 4990000837
distance 0.096 · cross-district
#7 · Hingolicell 4770003527
distance 0.099
#8 · Hingolicell 4770003802
distance 0.106
#9 · Washimcell 4990000466
distance 0.107 · cross-district
#10 · Washimcell 4990001664
distance 0.109 · cross-district
#11 · Washimcell 4990000828
distance 0.111 · cross-district
#12 · Dharashivcell 4880000019
distance 0.112 · cross-district
#13 · Washimcell 4990000904
distance 0.113 · cross-district
#14 · Washimcell 4990000534
distance 0.116 · cross-district
#15 · Washimcell 4990001007
distance 0.117 · cross-district
#16 · Hingolicell 4770003842
distance 0.119
#17 · Hingolicell 4770003533
distance 0.119
#18 · Hingolicell 4770003818
distance 0.12
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":4770003841}}}'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.