Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003717
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
44
morphology-v2 feature dimensions
Closest twin distance
0.091
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770003600
distance 0.091
#2 · Washimcell 4990000746
distance 0.108 · cross-district
#3 · Hingolicell 4770003595
distance 0.108
#4 · Washimcell 4990000523
distance 0.111 · cross-district
#5 · Solapurcell 4960004483
distance 0.111 · cross-district
#6 · Hingolicell 4770003545
distance 0.113
#7 · Washimcell 4990002143
distance 0.114 · cross-district
#8 · Hingolicell 4770003657
distance 0.117
#9 · Hingolicell 4770003543
distance 0.12
#10 · Washimcell 4990003358
distance 0.123 · cross-district
#11 · Washimcell 4990002947
distance 0.124 · cross-district
#12 · Washimcell 4990002408
distance 0.126 · cross-district
#13 · Hingolicell 4770003652
distance 0.128
#14 · Washimcell 4990000522
distance 0.129 · cross-district
#15 · Washimcell 4990000451
distance 0.129 · cross-district
#16 · Washimcell 4990001696
distance 0.129 · cross-district
#17 · Washimcell 4990000909
distance 0.129 · cross-district
#18 · Washimcell 4990001085
distance 0.13 · 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":4770003717}}}'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.