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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005821

The MH-36 locality cells most similar to this Kolhapur 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
43
morphology-v2 feature dimensions
Closest twin distance
0.188
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005680
distance 0.188
#2 · Kolhapurcell 4800003924
distance 0.19
#3 · Kolhapurcell 4800004745
distance 0.202
#4 · Kolhapurcell 4800005754
distance 0.204
#5 · Kolhapurcell 4800005685
distance 0.21
#6 · Kolhapurcell 4800005523
distance 0.219
#7 · Kolhapurcell 4800005267
distance 0.219
#8 · Kolhapurcell 4800005823
distance 0.222
#9 · Kolhapurcell 4800005682
distance 0.231
#10 · Kolhapurcell 4800005820
distance 0.236
#11 · Kolhapurcell 4800005592
distance 0.237
#12 · Kolhapurcell 4800004749
distance 0.237
#13 · Kolhapurcell 4800005250
distance 0.237
#14 · Kolhapurcell 4800004074
distance 0.238
#15 · Kolhapurcell 4800005007
distance 0.241
#16 · Kolhapurcell 4800005756
distance 0.247
#17 · Kolhapurcell 4800005524
distance 0.254
#18 · Kolhapurcell 4800004078
distance 0.255
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":480,"cluster_id":4800005821}}}'
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.