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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000000730

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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.094
lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000786
distance 0.094
#2 · Yavatmalcell 5000001527
distance 0.106
#3 · Yavatmalcell 5000002407
distance 0.106
#4 · Yavatmalcell 5000000902
distance 0.107
#5 · Yavatmalcell 5000001737
distance 0.108
#6 · Yavatmalcell 5000000850
distance 0.109
#7 · Yavatmalcell 5000000966
distance 0.115
#8 · Yavatmalcell 5000000913
distance 0.115
#9 · Yavatmalcell 5000000906
distance 0.116
#10 · Yavatmalcell 5000001590
distance 0.117
#11 · Yavatmalcell 5000000727
distance 0.117
#12 · Yavatmalcell 5000001915
distance 0.119
#13 · Yavatmalcell 5000002399
distance 0.12
#14 · Yavatmalcell 5000001414
distance 0.12
#15 · Yavatmalcell 5000001472
distance 0.121
#16 · Yavatmalcell 5000000843
distance 0.121
#17 · Yavatmalcell 5000002408
distance 0.122
#18 · Yavatmalcell 5000001135
distance 0.124
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":5000000730}}}'
Machine-readable JSON twin →Full dossier →

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.