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

Places like cell 4920004819

The MH-36 locality cells most similar to this Ratnagiri 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
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.183
lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920004945
distance 0.183
#2 · Ratnagiricell 4920007057
distance 0.224
#3 · Ratnagiricell 4920004037
distance 0.256
#4 · Ratnagiricell 4920004762
distance 0.266
#5 · Ratnagiricell 4920006169
distance 0.266
#6 · Ratnagiricell 4920005342
distance 0.268
#7 · Ratnagiricell 4920004886
distance 0.27
#8 · Ratnagiricell 4920006460
distance 0.274
#9 · Ratnagiricell 4920005508
distance 0.274
#10 · Ratnagiricell 4920004134
distance 0.276
#11 · Ratnagiricell 4920006359
distance 0.277
#12 · Ratnagiricell 4920006200
distance 0.279
#13 · Ratnagiricell 4920005848
distance 0.288
#14 · Ratnagiricell 4920004814
distance 0.289
#15 · Ratnagiricell 4920005404
distance 0.289
#16 · Ratnagiricell 4920004515
distance 0.29
#17 · Ratnagiricell 4920005897
distance 0.294
#18 · Raigadcell 4910002277
distance 0.294 · 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":492,"cluster_id":4920004819}}}'
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.