Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000000923
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
0.16
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000000981
distance 0.16
#2 · Yavatmalcell 5000001924
distance 0.193
#3 · Yavatmalcell 5000002396
distance 0.194
#4 · Yavatmalcell 5000000839
distance 0.214
#5 · Nandedcell 4850007758
distance 0.227 · cross-district
#6 · Yavatmalcell 5000000783
distance 0.228
#7 · Hingolicell 4770001441
distance 0.231 · cross-district
#8 · Nandedcell 4850006901
distance 0.233 · cross-district
#9 · Yavatmalcell 5000000784
distance 0.236
#10 · Hingolicell 4770001260
distance 0.242 · cross-district
#11 · Yavatmalcell 5000000407
distance 0.242
#12 · Yavatmalcell 5000002154
distance 0.242
#13 · Yavatmalcell 5000000779
distance 0.243
#14 · Hingolicell 4770001702
distance 0.247 · cross-district
#15 · Hingolicell 4770001608
distance 0.248 · cross-district
#16 · Yavatmalcell 5000000838
distance 0.249
#17 · Hingolicell 4770001719
distance 0.25 · cross-district
#18 · Nandedcell 4850008061
distance 0.251 · 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":5000000923}}}'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.