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

Places like cell 4680010339

The MH-36 locality cells most similar to this Amravati 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
44
morphology-v2 feature dimensions
Closest twin distance
0.077
lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010172
distance 0.077
#2 · Amravaticell 4680010338
distance 0.121
#3 · Amravaticell 4680010392
distance 0.122
#4 · Amravaticell 4680010391
distance 0.123
#5 · Amravaticell 4680010103
distance 0.212
#6 · Amravaticell 4680010286
distance 0.222
#7 · Amravaticell 4680010229
distance 0.225
#8 · Amravaticell 4680010285
distance 0.228
#9 · Amravaticell 4680010171
distance 0.229
#10 · Amravaticell 4680006658
distance 0.232
#11 · Amravaticell 4680009698
distance 0.234
#12 · Amravaticell 4680007594
distance 0.234
#13 · Amravaticell 4680010109
distance 0.235
#14 · Amravaticell 4680010113
distance 0.235
#15 · Amravaticell 4680010169
distance 0.236
#16 · Amravaticell 4680010230
distance 0.236
#17 · Amravaticell 4680010228
distance 0.239
#18 · Amravaticell 4680010049
distance 0.239
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":468,"cluster_id":4680010339}}}'
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.