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

Places like cell 4920003539

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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.09
lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920003544
distance 0.09
#2 · Ratnagiricell 4920003808
distance 0.105
#3 · Ratnagiricell 4920003543
distance 0.141
#4 · Ratnagiricell 4920003904
distance 0.17
#5 · Ratnagiricell 4920003586
distance 0.177
#6 · Ratnagiricell 4920003349
distance 0.192
#7 · Ratnagiricell 4920003212
distance 0.192
#8 · Ratnagiricell 4920003002
distance 0.195
#9 · Ratnagiricell 4920003674
distance 0.204
#10 · Ratnagiricell 4920002999
distance 0.213
#11 · Ratnagiricell 4920002943
distance 0.214
#12 · Ratnagiricell 4920003307
distance 0.223
#13 · Ratnagiricell 4920001973
distance 0.224
#14 · Ratnagiricell 4920003248
distance 0.224
#15 · Ratnagiricell 4920002914
distance 0.23
#16 · Ratnagiricell 4920002815
distance 0.23
#17 · Ratnagiricell 4920000475
distance 0.231
#18 · Ratnagiricell 4920003001
distance 0.234
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":4920003539}}}'
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.