Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000002132
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
0.115
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000000894
distance 0.115
#2 · Yavatmalcell 5000002254
distance 0.137
#3 · Yavatmalcell 5000001552
distance 0.167
#4 · Yavatmalcell 5000001382
distance 0.168
#5 · Yavatmalcell 5000001799
distance 0.168
#6 · Hingolicell 4770001193
distance 0.169 · cross-district
#7 · Hingolicell 4770000659
distance 0.171 · cross-district
#8 · Yavatmalcell 5000001075
distance 0.177
#9 · Hingolicell 4770000187
distance 0.18 · cross-district
#10 · Hingolicell 4770001661
distance 0.183 · cross-district
#11 · Yavatmalcell 5000001895
distance 0.184
#12 · Washimcell 4990001962
distance 0.187 · cross-district
#13 · Yavatmalcell 5000002152
distance 0.192
#14 · Yavatmalcell 5000004705
distance 0.193
#15 · Washimcell 4990000950
distance 0.194 · cross-district
#16 · Hingolicell 4770000516
distance 0.196 · cross-district
#17 · Washimcell 4990000491
distance 0.196 · cross-district
#18 · Hingolicell 4770000703
distance 0.2 · 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":5000002132}}}'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.