Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000006972
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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.219
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000009220
distance 0.219
#2 · Yavatmalcell 5000007865
distance 0.22
#3 · Nagpurcell 4840003275
distance 0.222 · cross-district
#4 · Yavatmalcell 5000008144
distance 0.223
#5 · Nagpurcell 4840002796
distance 0.235 · cross-district
#6 · Yavatmalcell 5000009867
distance 0.237
#7 · Yavatmalcell 5000009099
distance 0.239
#8 · Yavatmalcell 5000007103
distance 0.24
#9 · Nagpurcell 4840004266
distance 0.24 · cross-district
#10 · Yavatmalcell 5000007738
distance 0.242
#11 · Nagpurcell 4840004977
distance 0.246 · cross-district
#12 · Yavatmalcell 5000007241
distance 0.254
#13 · Wardhacell 4980002387
distance 0.26 · cross-district
#14 · Nagpurcell 4840004050
distance 0.263 · cross-district
#15 · Wardhacell 4980002946
distance 0.267 · cross-district
#16 · Wardhacell 4980003299
distance 0.268 · cross-district
#17 · Wardhacell 4980003566
distance 0.271 · cross-district
#18 · Nagpurcell 4840005080
distance 0.271 · 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":5000006972}}}'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.