Skip to content
GridRock
Connect over MCP
Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000000668

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
0.09
lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000795
distance 0.09
#2 · Yavatmalcell 5000000919
distance 0.09
#3 · Yavatmalcell 5000000667
distance 0.091
#4 · Yavatmalcell 5000002151
distance 0.096
#5 · Yavatmalcell 5000002150
distance 0.098
#6 · Yavatmalcell 5000000918
distance 0.109
#7 · Yavatmalcell 5000000913
distance 0.114
#8 · Yavatmalcell 5000000739
distance 0.116
#9 · Yavatmalcell 5000002407
distance 0.123
#10 · Yavatmalcell 5000000966
distance 0.125
#11 · Yavatmalcell 5000001914
distance 0.127
#12 · Yavatmalcell 5000001527
distance 0.127
#13 · Yavatmalcell 5000001915
distance 0.13
#14 · Yavatmalcell 5000001454
distance 0.13
#15 · Yavatmalcell 5000001361
distance 0.134
#16 · Yavatmalcell 5000002149
distance 0.134
#17 · Yavatmalcell 5000001403
distance 0.135
#18 · Yavatmalcell 5000000727
distance 0.136
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":5000000668}}}'
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.