Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004669
The MH-36 locality cells most similar to this Yavatmal 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 7 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.165
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770003564
distance 0.165 · cross-district
#2 · Beedcell 4700003450
distance 0.199 · cross-district
#3 · Washimcell 4990003281
distance 0.201 · cross-district
#4 · Washimcell 4990000614
distance 0.213 · cross-district
#5 · Washimcell 4990003339
distance 0.213 · cross-district
#6 · Yavatmalcell 5000001503
distance 0.218
#7 · Yavatmalcell 5000002382
distance 0.219
#8 · Yavatmalcell 5000001178
distance 0.222
#9 · Akolacell 4670000513
distance 0.223 · cross-district
#10 · Washimcell 4990000697
distance 0.224 · cross-district
#11 · Beedcell 4700004610
distance 0.225 · cross-district
#12 · Yavatmalcell 5000004141
distance 0.226
#13 · Yavatmalcell 5000009727
distance 0.228
#14 · Nandedcell 4850000162
distance 0.231 · cross-district
#15 · Yavatmalcell 5000011060
distance 0.232
#16 · Yavatmalcell 5000003970
distance 0.234
#17 · Yavatmalcell 5000001556
distance 0.234
#18 · Ahmednagarcell 4660004374
distance 0.236 · 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":500,"cluster_id":5000004669}}}'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.