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

Places like cell 4720006491

The MH-36 locality cells most similar to this Buldhana 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 4 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.139
lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006276
distance 0.139
#2 · Buldhanacell 4720005076
distance 0.148
#3 · Buldhanacell 4720005608
distance 0.151
#4 · Buldhanacell 4720006490
distance 0.152
#5 · Buldhanacell 4720005384
distance 0.155
#6 · Buldhanacell 4720003496
distance 0.159
#7 · Buldhanacell 4720004870
distance 0.159
#8 · Buldhanacell 4720006758
distance 0.176
#9 · Buldhanacell 4720006425
distance 0.177
#10 · Buldhanacell 4720006145
distance 0.177
#11 · Buldhanacell 4720004044
distance 0.179
#12 · Buldhanacell 4720005229
distance 0.184
#13 · Buldhanacell 4720006546
distance 0.185
#14 · Buldhanacell 4720006319
distance 0.187
#15 · Buldhanacell 4720005532
distance 0.189
#16 · Nandedcell 4850000627
distance 0.191 · cross-district
#17 · Solapurcell 4960004323
distance 0.193 · cross-district
#18 · Beedcell 4700004652
distance 0.193 · 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":472,"cluster_id":4720006491}}}'
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.