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

Places like cell 4920005484

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 3 distinct districts
Index confidence
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.258
lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920005528
distance 0.258
#2 · Ratnagiricell 4920005990
distance 0.3
#3 · Ratnagiricell 4920006377
distance 0.312
#4 · Ratnagiricell 4920005279
distance 0.316
#5 · Ratnagiricell 4920005817
distance 0.316
#6 · Ratnagiricell 4920005655
distance 0.335
#7 · Ratnagiricell 4920005100
distance 0.337
#8 · Ratnagiricell 4920006045
distance 0.337
#9 · Ratnagiricell 4920005429
distance 0.34
#10 · Ratnagiricell 4920005948
distance 0.34
#11 · Raigadcell 4910000247
distance 0.341 · cross-district
#12 · Ratnagiricell 4920006433
distance 0.342
#13 · Ratnagiricell 4920006404
distance 0.346
#14 · Ratnagiricell 4920006478
distance 0.346
#15 · Ratnagiricell 4920005755
distance 0.363
#16 · Ratnagiricell 4920005713
distance 0.371
#17 · Ratnagiricell 4920005864
distance 0.379
#18 · Ahmednagarcell 4660012100
distance 0.387 · 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":4920005484}}}'
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.