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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005673

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
0.243
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005804
distance 0.243
#2 · Kolhapurcell 4800005416
distance 0.244
#3 · Kolhapurcell 4800004905
distance 0.247
#4 · Kolhapurcell 4800005500
distance 0.255
#5 · Kolhapurcell 4800005077
distance 0.257
#6 · Kolhapurcell 4800005509
distance 0.259
#7 · Kolhapurcell 4800005423
distance 0.259
#8 · Kolhapurcell 4800003911
distance 0.259
#9 · Kolhapurcell 4800005345
distance 0.261
#10 · Kolhapurcell 4800004904
distance 0.261
#11 · Kolhapurcell 4800003032
distance 0.268
#12 · Kolhapurcell 4800003444
distance 0.274
#13 · Kolhapurcell 4800004146
distance 0.283
#14 · Kolhapurcell 4800005073
distance 0.288
#15 · Kolhapurcell 4800003627
distance 0.289
#16 · Kolhapurcell 4800005424
distance 0.289
#17 · Kolhapurcell 4800003500
distance 0.29
#18 · Kolhapurcell 4800005421
distance 0.29
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":4800005673}}}'
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.