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

Places like cell 5000011032

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
0.112
lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010610
distance 0.112
#2 · Yavatmalcell 5000011100
distance 0.133
#3 · Yavatmalcell 5000011517
distance 0.137
#4 · Yavatmalcell 5000011483
distance 0.138
#5 · Yavatmalcell 5000011452
distance 0.142
#6 · Yavatmalcell 5000010521
distance 0.149
#7 · Yavatmalcell 5000011569
distance 0.149
#8 · Yavatmalcell 5000010780
distance 0.156
#9 · Yavatmalcell 5000008983
distance 0.158
#10 · Yavatmalcell 5000010961
distance 0.161
#11 · Yavatmalcell 5000011022
distance 0.165
#12 · Yavatmalcell 5000010943
distance 0.166
#13 · Yavatmalcell 5000010789
distance 0.167
#14 · Yavatmalcell 5000010670
distance 0.173
#15 · Wardhacell 4980000960
distance 0.174 · cross-district
#16 · Amravaticell 4680001045
distance 0.185 · cross-district
#17 · Amravaticell 4680000988
distance 0.187 · cross-district
#18 · Amravaticell 4680000915
distance 0.188 · 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":5000011032}}}'
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.