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

Places like cell 4920005481

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 1 distinct districts
Index confidence
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.231
lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920005645
distance 0.231
#2 · Ratnagiricell 4920005483
distance 0.24
#3 · Ratnagiricell 4920005369
distance 0.252
#4 · Ratnagiricell 4920005534
distance 0.258
#5 · Ratnagiricell 4920006292
distance 0.269
#6 · Ratnagiricell 4920005535
distance 0.272
#7 · Ratnagiricell 4920006432
distance 0.273
#8 · Ratnagiricell 4920006147
distance 0.273
#9 · Ratnagiricell 4920006658
distance 0.275
#10 · Ratnagiricell 4920006382
distance 0.275
#11 · Ratnagiricell 4920005538
distance 0.276
#12 · Ratnagiricell 4920007091
distance 0.276
#13 · Ratnagiricell 4920006580
distance 0.282
#14 · Ratnagiricell 4920006051
distance 0.292
#15 · Ratnagiricell 4920005596
distance 0.295
#16 · Ratnagiricell 4920006280
distance 0.299
#17 · Ratnagiricell 4920006970
distance 0.302
#18 · Ratnagiricell 4920006475
distance 0.302
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":4920005481}}}'
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.