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 5000002873

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
0.179
lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008399
distance 0.179
#2 · Yavatmalcell 5000009019
distance 0.186
#3 · Yavatmalcell 5000004427
distance 0.187
#4 · Yavatmalcell 5000008430
distance 0.187
#5 · Yavatmalcell 5000007258
distance 0.202
#6 · Yavatmalcell 5000008122
distance 0.206
#7 · Yavatmalcell 5000007145
distance 0.207
#8 · Yavatmalcell 5000006063
distance 0.207
#9 · Yavatmalcell 5000007808
distance 0.209
#10 · Yavatmalcell 5000004792
distance 0.21
#11 · Yavatmalcell 5000010007
distance 0.21
#12 · Yavatmalcell 5000004563
distance 0.213
#13 · Yavatmalcell 5000009132
distance 0.214
#14 · Yavatmalcell 5000006624
distance 0.215
#15 · Yavatmalcell 5000003353
distance 0.216
#16 · Yavatmalcell 5000009104
distance 0.216
#17 · Yavatmalcell 5000004426
distance 0.221
#18 · Yavatmalcell 5000006226
distance 0.221
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":5000002873}}}'
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.