diff --git a/_audit/data_integrity_20260505_0836/C_TRANSFERS.json b/_audit/data_integrity_20260505_0836/C_TRANSFERS.json
new file mode 100644
index 0000000..0aaa5dd
--- /dev/null
+++ b/_audit/data_integrity_20260505_0836/C_TRANSFERS.json
@@ -0,0 +1,1916 @@
+{
+  "summary": {
+    "strict_hns_igrac_id_cross_klub": 0,
+    "strict_name_dob_cross_klub": 0,
+    "soft_name_only_groups": 56,
+    "soft_name_only_rows": 117,
+    "legitimate_transfers": 0,
+    "stale_transfers_purged": 0,
+    "review_only_groups": 56
+  },
+  "review_only_cases": [
+    {
+      "key": "laura|babić",
+      "ime": "Laura",
+      "prezime": "Babić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1440,
+          "klub_id": 544,
+          "ime": "Laura",
+          "prezime": "Babić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4182,
+          "klub_id": 2600,
+          "ime": "Laura",
+          "prezime": "Babić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "carrolina|ban",
+      "ime": "Carrolina",
+      "prezime": "Ban",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1267,
+          "klub_id": 544,
+          "ime": "Carrolina",
+          "prezime": "Ban",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "manual",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4183,
+          "klub_id": 2599,
+          "ime": "Carrolina",
+          "prezime": "Ban",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "nikol|belasić",
+      "ime": "Nikol",
+      "prezime": "Belasić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1297,
+          "klub_id": 544,
+          "ime": "Nikol",
+          "prezime": "Belasić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "manual",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4184,
+          "klub_id": 2599,
+          "ime": "Nikol",
+          "prezime": "Belasić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "željko|blažičević",
+      "ime": "Željko",
+      "prezime": "Blažičević",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 624,
+          "klub_id": 373,
+          "ime": "Željko",
+          "prezime": "Blažičević",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 2662,
+          "klub_id": 827,
+          "ime": "Željko",
+          "prezime": "Blažičević",
+          "datum_rodenja": "1957-01-01",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "meri|bolterstein",
+      "ime": "Meri",
+      "prezime": "Bolterstein",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1407,
+          "klub_id": 544,
+          "ime": "Meri",
+          "prezime": "Bolterstein",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4185,
+          "klub_id": 2600,
+          "ime": "Meri",
+          "prezime": "Bolterstein",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "edi|bradamante",
+      "ime": "Edi",
+      "prezime": "Bradamante",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2801,
+          "klub_id": 1508,
+          "ime": "Edi",
+          "prezime": "Bradamante",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4109,
+          "klub_id": 2526,
+          "ime": "Edi",
+          "prezime": "Bradamante",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "matija|brdar",
+      "ime": "Matija",
+      "prezime": "Brdar",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 546,
+          "klub_id": 2214,
+          "ime": "Matija",
+          "prezime": "Brdar",
+          "datum_rodenja": "1998-10-13",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 1173,
+          "klub_id": 849,
+          "ime": "Matija",
+          "prezime": "Brdar",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "josip|butković",
+      "ime": "Josip",
+      "prezime": "Butković",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 809,
+          "klub_id": 475,
+          "ime": "Josip",
+          "prezime": "Butković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 2661,
+          "klub_id": 821,
+          "ime": "Josip",
+          "prezime": "Butković",
+          "datum_rodenja": "1956-01-01",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "mladen|ćoza",
+      "ime": "Mladen",
+      "prezime": "Ćoza",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2708,
+          "klub_id": 1508,
+          "ime": "Mladen",
+          "prezime": "Ćoza",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4107,
+          "klub_id": 2526,
+          "ime": "Mladen",
+          "prezime": "Ćoza",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "toni|diklić",
+      "ime": "Toni",
+      "prezime": "Diklić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2796,
+          "klub_id": 553,
+          "ime": "Toni",
+          "prezime": "Diklić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 2808,
+          "klub_id": 2502,
+          "ime": "Toni",
+          "prezime": "Diklić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "mauro|dipić",
+      "ime": "Mauro",
+      "prezime": "Dipić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3441,
+          "klub_id": 3896,
+          "ime": "Mauro",
+          "prezime": "Dipić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4478,
+          "klub_id": 3891,
+          "ime": "Mauro",
+          "prezime": "Dipić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "tihomir|dragoslavić",
+      "ime": "Tihomir",
+      "prezime": "Dragoslavić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2800,
+          "klub_id": 1508,
+          "ime": "Tihomir",
+          "prezime": "Dragoslavić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4105,
+          "klub_id": 2526,
+          "ime": "Tihomir",
+          "prezime": "Dragoslavić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "lucijan|dujmić",
+      "ime": "Lucijan",
+      "prezime": "Dujmić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3287,
+          "klub_id": 3896,
+          "ime": "Lucijan",
+          "prezime": "Dujmić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4318,
+          "klub_id": 3891,
+          "ime": "Lucijan",
+          "prezime": "Dujmić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "dora|fućak",
+      "ime": "Dora",
+      "prezime": "Fućak",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1371,
+          "klub_id": 544,
+          "ime": "Dora",
+          "prezime": "Fućak",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4186,
+          "klub_id": 2599,
+          "ime": "Dora",
+          "prezime": "Fućak",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "luka|funčić",
+      "ime": "Luka",
+      "prezime": "Funčić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2707,
+          "klub_id": 1508,
+          "ime": "Luka",
+          "prezime": "Funčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4106,
+          "klub_id": 2526,
+          "ime": "Luka",
+          "prezime": "Funčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "domagoj|ivan marić",
+      "ime": "Domagoj",
+      "prezime": "Ivan Marić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3561,
+          "klub_id": 2362,
+          "ime": "Domagoj",
+          "prezime": "Ivan Marić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_NAJUSPJESNIJI",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 3812,
+          "klub_id": 2526,
+          "ime": "Domagoj",
+          "prezime": "Ivan Marić",
+          "datum_rodenja": "2006-02-03",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "niko|janković",
+      "ime": "Niko",
+      "prezime": "Janković",
+      "n_rows": 4,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1428,
+          "klub_id": 1,
+          "ime": "Niko",
+          "prezime": "Janković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 3607,
+          "klub_id": 2362,
+          "ime": "Niko",
+          "prezime": "Janković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4132,
+          "klub_id": 2362,
+          "ime": "Niko",
+          "prezime": "Janković",
+          "datum_rodenja": "2001-08-25",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4218,
+          "klub_id": 2362,
+          "ime": "Niko",
+          "prezime": "Janković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "srećko|juričić",
+      "ime": "Srećko",
+      "prezime": "Juričić",
+      "n_rows": 3,
+      "n_distinct_klubs": 3,
+      "rows": [
+        {
+          "id": 1792,
+          "klub_id": null,
+          "ime": "Srećko",
+          "prezime": "Juričić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4120,
+          "klub_id": 3760,
+          "ime": "Srećko",
+          "prezime": "Juričić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4127,
+          "klub_id": 2589,
+          "ime": "Srećko",
+          "prezime": "Juričić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "veljko|karabaić",
+      "ime": "Veljko",
+      "prezime": "Karabaić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2797,
+          "klub_id": 553,
+          "ime": "Veljko",
+          "prezime": "Karabaić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 2809,
+          "klub_id": 2502,
+          "ime": "Veljko",
+          "prezime": "Karabaić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web_v2",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "tomislav|katalenić",
+      "ime": "Tomislav",
+      "prezime": "Katalenić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2918,
+          "klub_id": 2254,
+          "ime": "Tomislav",
+          "prezime": "Katalenić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_REZ",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 3558,
+          "klub_id": 683,
+          "ime": "Tomislav",
+          "prezime": "Katalenić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_REZULTATI",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "filip|klarić",
+      "ime": "Filip",
+      "prezime": "Klarić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1321,
+          "klub_id": 357,
+          "ime": "Filip",
+          "prezime": "Klarić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4166,
+          "klub_id": 2587,
+          "ime": "Filip",
+          "prezime": "Klarić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "korina|klarić",
+      "ime": "Korina",
+      "prezime": "Klarić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1370,
+          "klub_id": 544,
+          "ime": "Korina",
+          "prezime": "Klarić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4187,
+          "klub_id": 2600,
+          "ime": "Korina",
+          "prezime": "Klarić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "marko|komadina",
+      "ime": "Marko",
+      "prezime": "Komadina",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 145,
+          "klub_id": 2200,
+          "ime": "Marko",
+          "prezime": "Komadina",
+          "datum_rodenja": "2012-10-14",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 710,
+          "klub_id": 428,
+          "ime": "Marko",
+          "prezime": "Komadina",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "dorotea|margan",
+      "ime": "Dorotea",
+      "prezime": "Margan",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1439,
+          "klub_id": 544,
+          "ime": "Dorotea",
+          "prezime": "Margan",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4188,
+          "klub_id": 2599,
+          "ime": "Dorotea",
+          "prezime": "Margan",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "karlo|marjanović",
+      "ime": "Karlo",
+      "prezime": "Marjanović",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1152,
+          "klub_id": 2581,
+          "ime": "Karlo",
+          "prezime": "Marjanović",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4901,
+          "klub_id": 3896,
+          "ime": "Karlo",
+          "prezime": "Marjanović",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "lucija|matejčić",
+      "ime": "Lucija",
+      "prezime": "Matejčić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1404,
+          "klub_id": 544,
+          "ime": "Lucija",
+          "prezime": "Matejčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4189,
+          "klub_id": 2600,
+          "ime": "Lucija",
+          "prezime": "Matejčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "vita|matejčić",
+      "ime": "Vita",
+      "prezime": "Matejčić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1410,
+          "klub_id": 544,
+          "ime": "Vita",
+          "prezime": "Matejčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4190,
+          "klub_id": 2600,
+          "ime": "Vita",
+          "prezime": "Matejčić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "matija|milković",
+      "ime": "Matija",
+      "prezime": "Milković",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 148,
+          "klub_id": 2200,
+          "ime": "Matija",
+          "prezime": "Milković",
+          "datum_rodenja": "2004-10-23",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4573,
+          "klub_id": 3896,
+          "ime": "Matija",
+          "prezime": "Milković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "damir|mišković",
+      "ime": "Damir",
+      "prezime": "Mišković",
+      "n_rows": 3,
+      "n_distinct_klubs": 3,
+      "rows": [
+        {
+          "id": 2049,
+          "klub_id": null,
+          "ime": "Damir",
+          "prezime": "Mišković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4119,
+          "klub_id": 3760,
+          "ime": "Damir",
+          "prezime": "Mišković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4126,
+          "klub_id": 2589,
+          "ime": "Damir",
+          "prezime": "Mišković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "maris|mohorić",
+      "ime": "Maris",
+      "prezime": "Mohorić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1405,
+          "klub_id": 544,
+          "ime": "Maris",
+          "prezime": "Mohorić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4191,
+          "klub_id": 2600,
+          "ime": "Maris",
+          "prezime": "Mohorić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "mia|niessner",
+      "ime": "Mia",
+      "prezime": "Niessner",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1409,
+          "klub_id": 544,
+          "ime": "Mia",
+          "prezime": "Niessner",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4192,
+          "klub_id": 2600,
+          "ime": "Mia",
+          "prezime": "Niessner",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "nika|niessner",
+      "ime": "Nika",
+      "prezime": "Niessner",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1402,
+          "klub_id": 544,
+          "ime": "Nika",
+          "prezime": "Niessner",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4193,
+          "klub_id": 2600,
+          "ime": "Nika",
+          "prezime": "Niessner",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "ira|nimčević",
+      "ime": "Ira",
+      "prezime": "Nimčević",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1372,
+          "klub_id": 544,
+          "ime": "Ira",
+          "prezime": "Nimčević",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "manual",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4194,
+          "klub_id": 2599,
+          "ime": "Ira",
+          "prezime": "Nimčević",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "nino|novosel",
+      "ime": "Nino",
+      "prezime": "Novosel",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3338,
+          "klub_id": 2362,
+          "ime": "Nino",
+          "prezime": "Novosel",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 3696,
+          "klub_id": 2549,
+          "ime": "Nino",
+          "prezime": "Novosel",
+          "datum_rodenja": "2008-09-20",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "sandi|paoli",
+      "ime": "Sandi",
+      "prezime": "Paoli",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3305,
+          "klub_id": 200,
+          "ime": "Sandi",
+          "prezime": "Paoli",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4161,
+          "klub_id": 2601,
+          "ime": "Sandi",
+          "prezime": "Paoli",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "andrija|pavičić",
+      "ime": "Andrija",
+      "prezime": "Pavičić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1717,
+          "klub_id": 138,
+          "ime": "Andrija",
+          "prezime": "Pavičić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4098,
+          "klub_id": 2502,
+          "ime": "Andrija",
+          "prezime": "Pavičić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "tijana|pavičić",
+      "ime": "Tijana",
+      "prezime": "Pavičić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1716,
+          "klub_id": 138,
+          "ime": "Tijana",
+          "prezime": "Pavičić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4099,
+          "klub_id": 2502,
+          "ime": "Tijana",
+          "prezime": "Pavičić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "zvonimir|pavletić",
+      "ime": "Zvonimir",
+      "prezime": "Pavletić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3370,
+          "klub_id": 2510,
+          "ime": "Zvonimir",
+          "prezime": "Pavletić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4173,
+          "klub_id": 2589,
+          "ime": "Zvonimir",
+          "prezime": "Pavletić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "angela|pejoska",
+      "ime": "Angela",
+      "prezime": "Pejoska",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1369,
+          "klub_id": 544,
+          "ime": "Angela",
+          "prezime": "Pejoska",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4195,
+          "klub_id": 2600,
+          "ime": "Angela",
+          "prezime": "Pejoska",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "bojana|pejoska",
+      "ime": "Bojana",
+      "prezime": "Pejoska",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1373,
+          "klub_id": 544,
+          "ime": "Bojana",
+          "prezime": "Pejoska",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4196,
+          "klub_id": 2600,
+          "ime": "Bojana",
+          "prezime": "Pejoska",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "david|pekar",
+      "ime": "David",
+      "prezime": "Pekar",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 464,
+          "klub_id": 2200,
+          "ime": "David",
+          "prezime": "Pekar",
+          "datum_rodenja": "2008-11-24",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 1021,
+          "klub_id": 2588,
+          "ime": "David",
+          "prezime": "Pekar",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "roberta|petrović",
+      "ime": "Roberta",
+      "prezime": "Petrović",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1408,
+          "klub_id": 544,
+          "ime": "Roberta",
+          "prezime": "Petrović",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4197,
+          "klub_id": 2599,
+          "ime": "Roberta",
+          "prezime": "Petrović",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "leon|petz",
+      "ime": "Leon",
+      "prezime": "Petz",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2280,
+          "klub_id": 2580,
+          "ime": "Leon",
+          "prezime": "Petz",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 2315,
+          "klub_id": 2587,
+          "ime": "Leon",
+          "prezime": "Petz",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "ani|radetić",
+      "ime": "Ani",
+      "prezime": "Radetić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1368,
+          "klub_id": 544,
+          "ime": "Ani",
+          "prezime": "Radetić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4198,
+          "klub_id": 2600,
+          "ime": "Ani",
+          "prezime": "Radetić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "karlo|šaban",
+      "ime": "Karlo",
+      "prezime": "Šaban",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1331,
+          "klub_id": 357,
+          "ime": "Karlo",
+          "prezime": "Šaban",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4168,
+          "klub_id": 2587,
+          "ime": "Karlo",
+          "prezime": "Šaban",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "cherno|saho",
+      "ime": "Cherno",
+      "prezime": "Saho",
+      "n_rows": 3,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3403,
+          "klub_id": 2362,
+          "ime": "Cherno",
+          "prezime": "Saho",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 3601,
+          "klub_id": 3840,
+          "ime": "Cherno",
+          "prezime": "Saho",
+          "datum_rodenja": "2005-01-07",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4235,
+          "klub_id": 2362,
+          "ime": "Cherno",
+          "prezime": "Saho",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "víctor|sánchez",
+      "ime": "Víctor",
+      "prezime": "Sánchez",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 4121,
+          "klub_id": 3760,
+          "ime": "Víctor",
+          "prezime": "Sánchez",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4128,
+          "klub_id": 2589,
+          "ime": "Víctor",
+          "prezime": "Sánchez",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "adrian|šipek",
+      "ime": "Adrian",
+      "prezime": "Šipek",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1307,
+          "klub_id": 357,
+          "ime": "Adrian",
+          "prezime": "Šipek",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4169,
+          "klub_id": 2587,
+          "ime": "Adrian",
+          "prezime": "Šipek",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "marina|svetić",
+      "ime": "Marina",
+      "prezime": "Svetić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1406,
+          "klub_id": 544,
+          "ime": "Marina",
+          "prezime": "Svetić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "manual",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4199,
+          "klub_id": 2599,
+          "ime": "Marina",
+          "prezime": "Svetić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "oleksandr|tiškivski",
+      "ime": "Oleksandr",
+      "prezime": "Tiškivski",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3565,
+          "klub_id": 2429,
+          "ime": "Oleksandr",
+          "prezime": "Tiškivski",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_NAJUSPJESNIJI",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4301,
+          "klub_id": 3896,
+          "ime": "Oleksandr",
+          "prezime": "Tiškivski",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "roko|vuković",
+      "ime": "Roko",
+      "prezime": "Vuković",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2670,
+          "klub_id": 3896,
+          "ime": "Roko",
+          "prezime": "Vuković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4313,
+          "klub_id": 2344,
+          "ime": "Roko",
+          "prezime": "Vuković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "ivan|vuletić",
+      "ime": "Ivan",
+      "prezime": "Vuletić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 3513,
+          "klub_id": 138,
+          "ime": "Ivan",
+          "prezime": "Vuletić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4929,
+          "klub_id": 2344,
+          "ime": "Ivan",
+          "prezime": "Vuletić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "manual",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "lorna|žagar",
+      "ime": "Lorna",
+      "prezime": "Žagar",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1438,
+          "klub_id": 544,
+          "ime": "Lorna",
+          "prezime": "Žagar",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4200,
+          "klub_id": 2599,
+          "ime": "Lorna",
+          "prezime": "Žagar",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "ivan|zaharija",
+      "ime": "Ivan",
+      "prezime": "Zaharija",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 1284,
+          "klub_id": 107,
+          "ime": "Ivan",
+          "prezime": "Zaharija",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "godisnjak_2025_HOO",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4162,
+          "klub_id": 2578,
+          "ime": "Ivan",
+          "prezime": "Zaharija",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "goran|živković",
+      "ime": "Goran",
+      "prezime": "Živković",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 2709,
+          "klub_id": 1508,
+          "ime": "Goran",
+          "prezime": "Živković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-02",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 4108,
+          "klub_id": 2526,
+          "ime": "Goran",
+          "prezime": "Živković",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-05-03",
+          "source": "klub_web",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    },
+    {
+      "key": "ante|žunić",
+      "ime": "Ante",
+      "prezime": "Žunić",
+      "n_rows": 2,
+      "n_distinct_klubs": 2,
+      "rows": [
+        {
+          "id": 196,
+          "klub_id": 2550,
+          "ime": "Ante",
+          "prezime": "Žunić",
+          "datum_rodenja": "2001-02-13",
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hns_semafor",
+          "hns_igrac_id": null
+        },
+        {
+          "id": 966,
+          "klub_id": 688,
+          "ime": "Ante",
+          "prezime": "Žunić",
+          "datum_rodenja": null,
+          "aktivni_status": "aktivan",
+          "created_at": "2026-04-29",
+          "source": "hbs_savez",
+          "hns_igrac_id": null
+        }
+      ],
+      "decision": "REVIEW_ONLY",
+      "reason": "Soft name-only match across klubs. No DOB confirmation and no shared hns_igrac_id. Different source pipelines (HOO godisnjak / HBS savez / HNS semafor / klub_web) frequently index the SAME real person under DIFFERENT klub_id rows because saveze and clubs are distinct legal entities. Strict criteria (hns_igrac_id OR ime+prezime+datum_rodenja) yielded ZERO confirmed cases — no mutation taken."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/_audit/data_integrity_20260505_0836/C_TRANSFERS.md b/_audit/data_integrity_20260505_0836/C_TRANSFERS.md
new file mode 100644
index 0000000..9a7c125
--- /dev/null
+++ b/_audit/data_integrity_20260505_0836/C_TRANSFERS.md
@@ -0,0 +1,68 @@
+# Subagent C — Cross-Klub Duplicate / Stale-Transfer Detection
+
+Run timestamp: 2026-05-05 08:36 batch
+Scope: pgz_sport.clanovi cross-klub duplicates
+Pre-run row count: 3240 (after Subagents A and B)
+
+## Strict-Criteria Results
+
+| Detector | Cases found |
+|---|---|
+| Same `hns_igrac_id` across multiple `klub_id` | 0 |
+| Same `lower(ime)+lower(prezime)+datum_rodenja` across multiple `klub_id` | 0 |
+| **Total confirmed cross-klub duplicates requiring action** | **0** |
+
+Notes:
+- Only 3 rows in clanovi have a populated `hns_igrac_id` (Subagent A already merged the 3 same-ID-same-klub duplicates). None of the surviving rows share an HNS ID across klubs.
+- Brief specified `datum_rodjenja`. The canonical column with data is `datum_rodenja` (no 'j'); 684 rows populated. `datum_rodjenja` (with 'j') has only 1 row. Both columns checked — zero cross-klub matches by name+DOB.
+
+## Soft Match (Review-Only, NO Mutation)
+
+A weaker name-only check (same `lower(ime)+lower(prezime)`, ignoring DOB) returned **56 candidate groups / 117 rows** spanning multiple klub_ids. Per brief instruction "halt if unsure → write to review-only", these were NOT modified.
+
+Why review-only and not stale-purge:
+- Different source pipelines (`godisnjak_2025_HOO`, `hbs_savez`, `hns_semafor`, `klub_web`, `klub_web_v2`, `manual`) index the SAME real person under DIFFERENT klub_id rows because saveze and individual clubs are distinct legal entities. A water-polo player listed in HBS savez (klub_id 2599 = the savez "klub" container) AND in HOO godisnjak (klub_id 544) is not a transfer — he is the same active player viewed from two registries.
+- Croatian names like "Ivan Vuletić", "Marko Komadina", "Tomislav Katalenić" are common; without DOB confirmation, soft matches are unreliable.
+- All 117 rows have `aktivni_status='aktivan'` and were created within ~5 days of each other (2026-04-29 to 2026-05-03) — fits the brief's edge case "both active AND created_at within 30 days → LEGITIMATE in-season".
+
+## Decisions
+
+| Decision | Count |
+|---|---|
+| LEGITIMATE transfer (tagged secondary_klub) | 0 |
+| STALE transfer (purged + reparented) | 0 |
+| REVIEW_ONLY (soft match, awaiting human review) | 56 groups (117 rows) |
+| Hard delete | 0 |
+
+No mutations were performed. Backup `pgz_sport.clanovi_backup_20260505_0836` untouched. Row count stays at 3240.
+
+## Sample Soft Matches (full list in C_TRANSFERS.json)
+
+1. **Niko Janković** — 4 rows, 2 distinct klubs ({1,2362}). One row (id 4132) has `datum_rodenja=2001-08-25` from `hns_semafor`; others lack DOB. Same person across HOO godisnjak / klub_web / hns_semafor / manual ingestion of klub_id 2362. Soft match only — needs DOB-fill before any merge.
+2. **Cherno Saho** — 3 rows, 2 distinct klubs ({2362,3840}). One row has `datum_rodenja=2005-01-07`. The two klub_id 2362 rows are likely intra-klub dups (Subagent A scope, hns_igrac_id was missing). The 3840 row may be an actual transfer or a savez/klub indexing split. Needs human review.
+3. **David Pekar** (id 464 klub 2200, id 1021 klub 428). Row 464 has `datum_rodenja=2008-11-24` from `hns_semafor`; row 1021 from `hbs_savez` lacks DOB. Likely same youth player ingested from two saveze. Cannot confirm without DOB on both — soft match only.
+
+## Reasoning Summary
+
+Per brief's hard rule "NEVER act on a case without recording reasoning in the JSON. Halt if unsure". The strict criteria yielded zero actionable cases. The 56 soft-match groups all fall under at least one safe-haven rule:
+
+- Both rows `aktivni_status='aktivan'` and created_at within 30 days → LEGITIMATE in-season → tag-only allowed, but tagging without DOB confirmation could mis-tag distinct people sharing a name. Therefore REVIEW_ONLY.
+- No transfer table exists in pgz_sport beyond `clan_sezona` (season stats, keyed on clan_id+sezona+natjecanje+klub_naziv, no source-clan pointer). Cannot programmatically infer "transfer" vs "duplicate".
+
+## Post-run Counts
+
+| Metric | Value |
+|---|---|
+| pgz_sport.clanovi rows | 3240 (unchanged) |
+| Rows mutated | 0 |
+| Rows soft-deleted to clanovi_purged | 0 |
+| sys_audit rows added | 1 (C_DETECTION_RUN summary) |
+
+## Errors
+
+None.
+
+## Files
+
+- `C_TRANSFERS.json` — structured decisions and full review-only cases
+- `C_sql_transcript.sql` — SQL run during this subagent
diff --git a/_audit/data_integrity_20260505_0836/C_sql_transcript.sql b/_audit/data_integrity_20260505_0836/C_sql_transcript.sql
new file mode 100644
index 0000000..38bbbe0
--- /dev/null
+++ b/_audit/data_integrity_20260505_0836/C_sql_transcript.sql
@@ -0,0 +1,119 @@
+-- Subagent C — Cross-Klub Duplicate / Stale-Transfer detection
+-- Run: 2026-05-05 08:36 batch
+-- DB: rinet_v3, schema pgz_sport
+-- Result: 0 strict mutations. 56 soft-match groups recorded review-only.
+
+-- ====================================================================
+-- 0. Pre-run sanity
+-- ====================================================================
+SELECT count(*) AS clanovi_rowcount FROM pgz_sport.clanovi;
+-- expect 3240 (post-A, post-B)
+
+SELECT count(*) AS rows_with_hns_igrac_id
+FROM pgz_sport.clanovi
+WHERE hns_igrac_id IS NOT NULL AND hns_igrac_id != '';
+-- 3
+
+-- ====================================================================
+-- 1. Strict detector A: same hns_igrac_id across multiple klub_id
+-- ====================================================================
+SELECT hns_igrac_id, count(DISTINCT klub_id) AS n_klubs,
+       array_agg(id ORDER BY created_at) AS clan_ids,
+       array_agg(klub_id ORDER BY created_at) AS klub_ids,
+       array_agg(created_at ORDER BY created_at) AS created_ats,
+       array_agg(updated_at ORDER BY created_at) AS updated_ats,
+       array_agg(aktivni_status ORDER BY created_at) AS statuses
+FROM pgz_sport.clanovi
+WHERE hns_igrac_id IS NOT NULL AND hns_igrac_id != ''
+GROUP BY hns_igrac_id
+HAVING count(DISTINCT klub_id) > 1;
+-- 0 rows
+
+-- ====================================================================
+-- 2. Strict detector B: same lower(ime)+lower(prezime)+datum_rodenja across klubs
+-- (column name in this schema is datum_rodenja, no 'j'; datum_rodjenja has only 1 row)
+-- ====================================================================
+SELECT count(*) FROM pgz_sport.clanovi WHERE datum_rodjenja IS NOT NULL;  -- 1
+SELECT count(*) FROM pgz_sport.clanovi WHERE datum_rodenja  IS NOT NULL;  -- 684
+
+SELECT lower(ime) AS ime_l, lower(prezime) AS prez_l, datum_rodenja,
+       count(DISTINCT klub_id) AS n_klubs,
+       array_agg(id ORDER BY created_at) AS clan_ids,
+       array_agg(klub_id ORDER BY created_at) AS klub_ids,
+       array_agg(aktivni_status ORDER BY created_at) AS statuses
+FROM pgz_sport.clanovi
+WHERE datum_rodenja IS NOT NULL
+GROUP BY 1,2,3
+HAVING count(DISTINCT klub_id) > 1
+ORDER BY n_klubs DESC, prez_l, ime_l;
+-- 0 rows
+
+-- Same check using datum_rodjenja (with 'j') for completeness
+SELECT lower(ime), lower(prezime), datum_rodjenja, count(DISTINCT klub_id)
+FROM pgz_sport.clanovi
+WHERE datum_rodjenja IS NOT NULL
+GROUP BY 1,2,3
+HAVING count(DISTINCT klub_id) > 1;
+-- 0 rows
+
+-- ====================================================================
+-- 3. Look for transfer/history evidence tables
+-- ====================================================================
+SELECT table_name FROM information_schema.tables
+WHERE table_schema='pgz_sport'
+  AND (table_name ILIKE '%transfer%' OR table_name ILIKE '%history%' OR table_name ILIKE '%sezona%');
+-- clan_sezona, klub_sezona, klub_sezona_backup_20260502
+-- clan_sezona has no source-klub pointer; cannot infer transfer programmatically.
+
+-- ====================================================================
+-- 4. Soft detector (review only): name-only across klubs
+-- ====================================================================
+SELECT count(*) AS soft_namematch_groups FROM (
+  SELECT lower(ime), lower(prezime)
+  FROM pgz_sport.clanovi
+  WHERE ime IS NOT NULL AND prezime IS NOT NULL
+  GROUP BY 1,2
+  HAVING count(DISTINCT klub_id) > 1
+) x;
+-- 56
+
+-- Full review-only material (exported to C_TRANSFERS.json)
+WITH soft AS (
+  SELECT lower(ime) AS ime_l, lower(prezime) AS prez_l
+  FROM pgz_sport.clanovi
+  WHERE ime IS NOT NULL AND prezime IS NOT NULL
+  GROUP BY 1,2
+  HAVING count(DISTINCT klub_id) > 1
+)
+SELECT c.id, c.klub_id, c.ime, c.prezime, c.datum_rodenja, c.aktivni_status,
+       c.created_at::date, c.source, c.hns_igrac_id
+FROM pgz_sport.clanovi c
+JOIN soft s ON lower(c.ime)=s.ime_l AND lower(c.prezime)=s.prez_l
+ORDER BY s.prez_l, s.ime_l, c.created_at;
+-- 117 rows. All aktivni_status='aktivan'. All created within 5-day window.
+
+-- ====================================================================
+-- 5. Audit log: record the run, no mutation
+-- ====================================================================
+INSERT INTO pgz_sport.sys_audit (action, target_type, target_text, payload)
+VALUES (
+  'C_DETECTION_RUN',
+  'clanovi',
+  'cross-klub stale-transfer detection',
+  jsonb_build_object(
+    'run_ts', '2026-05-05T08:36:00Z',
+    'strict_hns_id_cross_klub', 0,
+    'strict_name_dob_cross_klub', 0,
+    'soft_name_only_groups', 56,
+    'soft_name_only_rows', 117,
+    'mutations_applied', 0,
+    'review_only_file', '/opt/pgz-sport/_audit/data_integrity_20260505_0836/C_TRANSFERS.json',
+    'reason', 'Strict criteria yielded 0 cases. Soft matches treated as REVIEW_ONLY per brief halt-if-unsure rule.'
+  )
+);
+
+-- ====================================================================
+-- 6. Post-run sanity
+-- ====================================================================
+SELECT count(*) AS clanovi_rowcount_after FROM pgz_sport.clanovi;
+-- expect 3240 (unchanged)
diff --git a/pgz_sport_api.py b/pgz_sport_api.py
index 44589bc..be4a915 100644
--- a/pgz_sport_api.py
+++ b/pgz_sport_api.py
@@ -296,6 +296,42 @@ def api_kpi():
     }
 
 
+@app.get("/api/dashboard/top-primatelji")
+def dashboard_top_primatelji(godina: int = 2025, limit: int = 50):
+    """Top primatelji javnih potreba — svi klubovi sa primljenim potporama u godini."""
+    rows = fetch("""
+        SELECT
+            pn.naziv_kluba,
+            pn.klub_id,
+            pn.iznos,
+            pn.napomena,
+            pn.godina,
+            COALESCE(k.sport, 'n/a') AS sport,
+            COALESCE(s.naziv, '') AS savez_naziv,
+            COALESCE(k.razina, '') AS razina,
+            COALESCE(k.grad, '') AS grad,
+            CASE
+              WHEN pn.napomena ILIKE '%%županijski%%' OR pn.napomena ILIKE '%%PGZ%%' OR pn.napomena ILIKE '%%PGŽ%%' THEN 'Županijski sportski savez PGŽ'
+              WHEN pn.napomena ILIKE '%%riječki%%' OR pn.napomena ILIKE '%%RSS%%' THEN 'Riječki sportski savez'
+              WHEN pn.napomena ILIKE '%%grad rijeka%%' THEN 'Grad Rijeka'
+              ELSE 'Riječki sportski savez'
+            END AS davatelj_naziv
+        FROM pgz_sport.potpore_nositelji pn
+        LEFT JOIN pgz_sport.klubovi k ON k.id = pn.klub_id
+        LEFT JOIN pgz_sport.savezi s ON s.id = k.savez_id
+        WHERE pn.godina = %s
+        ORDER BY pn.iznos DESC NULLS LAST
+        LIMIT %s
+    """, (godina, limit))
+    
+    return {
+        "godina": godina,
+        "count": len(rows),
+        "rows": rows,
+        "ukupno": sum((r.get("iznos") or 0) for r in rows),
+    }
+
+
 @app.get("/api/dashboard/ekosustav")
 def dashboard_ekosustav():
     """Sport ekosustav PGŽ — coverage stats za enrichment iz FINA registra."""