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

Places like cell 4930004081

The MH-36 locality cells most similar to this Sangli 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
0.128
lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004973
distance 0.128
#2 · Sanglicell 4930004237
distance 0.137
#3 · Sanglicell 4930004238
distance 0.169
#4 · Sanglicell 4930004821
distance 0.175
#5 · Sanglicell 4930004106
distance 0.175
#6 · Sanglicell 4930004551
distance 0.186
#7 · Sanglicell 4930004395
distance 0.186
#8 · Sanglicell 4930004118
distance 0.186
#9 · Sanglicell 4930004091
distance 0.187
#10 · Sanglicell 4930004577
distance 0.188
#11 · Sanglicell 4930003768
distance 0.188
#12 · Sanglicell 4930006316
distance 0.191
#13 · Sanglicell 4930004232
distance 0.191
#14 · Dharashivcell 4880000909
distance 0.194 · cross-district
#15 · Laturcell 4810004267
distance 0.197 · cross-district
#16 · Sanglicell 4930004245
distance 0.198
#17 · Jalnacell 4790005626
distance 0.199 · cross-district
#18 · Dharashivcell 4880001891
distance 0.199 · 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":493,"cluster_id":4930004081}}}'
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.