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

Places like cell 4980005162

The MH-36 locality cells most similar to this Wardha 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 6 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.197
lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004908
distance 0.197 · cross-district
#2 · Wardhacell 4980004948
distance 0.197
#3 · Amravaticell 4680007807
distance 0.199 · cross-district
#4 · Nagpurcell 4840005391
distance 0.199 · cross-district
#5 · Amravaticell 4680007812
distance 0.207 · cross-district
#6 · Chhatrapati Sambhajinagarcell 4690006900
distance 0.214 · cross-district
#7 · Nagpurcell 4840006185
distance 0.219 · cross-district
#8 · Nagpurcell 4840005540
distance 0.221 · cross-district
#9 · Nagpurcell 4840004909
distance 0.221 · cross-district
#10 · Amravaticell 4680001241
distance 0.224 · cross-district
#11 · Nagpurcell 4840005016
distance 0.225 · cross-district
#12 · Nagpurcell 4840004788
distance 0.225 · cross-district
#13 · Nagpurcell 4840005515
distance 0.23 · cross-district
#14 · Nagpurcell 4840004669
distance 0.231 · cross-district
#15 · Amravaticell 4680007931
distance 0.235 · cross-district
#16 · Amravaticell 4680007563
distance 0.235 · cross-district
#17 · Solapurcell 4960002840
distance 0.235 · cross-district
#18 · Parbhanicell 4890004771
distance 0.237 · 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":498,"cluster_id":4980005162}}}'
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.