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

Places like cell 4940000749

The MH-36 locality cells most similar to this Satara 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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.202
lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000350
distance 0.202
#2 · Sataracell 4940001044
distance 0.212
#3 · Sataracell 4940000920
distance 0.216
#4 · Sataracell 4940000139
distance 0.217
#5 · Sataracell 4940000138
distance 0.229
#6 · Sataracell 4940000045
distance 0.231
#7 · Sataracell 4940000096
distance 0.233
#8 · Sataracell 4940000647
distance 0.233
#9 · Sataracell 4940005074
distance 0.234
#10 · Sataracell 4940000928
distance 0.239
#11 · Kolhapurcell 4800005298
distance 0.24 · cross-district
#12 · Sataracell 4940000130
distance 0.242
#13 · Sataracell 4940005595
distance 0.245
#14 · Sataracell 4940006052
distance 0.245
#15 · Sataracell 4940000919
distance 0.246
#16 · Sataracell 4940000165
distance 0.248
#17 · Sataracell 4940000025
distance 0.251
#18 · Sataracell 4940006695
distance 0.253
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":494,"cluster_id":4940000749}}}'
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.