Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000011042
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.146
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000003484
distance 0.146
#2 · Wardhacell 4980004028
distance 0.168 · cross-district
#3 · Wardhacell 4980003607
distance 0.169 · cross-district
#4 · Yavatmalcell 5000004917
distance 0.171
#5 · Yavatmalcell 5000010330
distance 0.172
#6 · Nagpurcell 4840003430
distance 0.177 · cross-district
#7 · Yavatmalcell 5000005727
distance 0.18
#8 · Wardhacell 4980003552
distance 0.187 · cross-district
#9 · Wardhacell 4980003975
distance 0.189 · cross-district
#10 · Wardhacell 4980003731
distance 0.192 · cross-district
#11 · Wardhacell 4980002133
distance 0.193 · cross-district
#12 · Yavatmalcell 5000010605
distance 0.193
#13 · Yavatmalcell 5000005475
distance 0.196
#14 · Amravaticell 4680001103
distance 0.197 · cross-district
#15 · Yavatmalcell 5000010923
distance 0.198
#16 · Yavatmalcell 5000010620
distance 0.198
#17 · Yavatmalcell 5000009116
distance 0.199
#18 · Wardhacell 4980003734
distance 0.199 · 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":5000011042}}}'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.