{
  "generated_at": "2026-09-06T17:58:07+00:00",
  "snapshot_dates": {
    "gleif": "2026-09-06",
    "wikidata_gold": "2026-09-06",
    "gleif_isin": "2026-09-06",
    "gleif_elf": "2026-02-19"
  },
  "gleif_active_names": 3624104,
  "stage1_exact": {
    "cert_orgs": 198346,
    "empty_after_normalization": 9,
    "exact_matched": 49511,
    "via_legal_name": 45131,
    "via_other_name_only": 4380,
    "ambiguous_multiple_leis": 7378,
    "of_which_demoted_contradicted_single_lei": 261
  },
  "country_rule": {
    "before": {
      "unique_lei": 41060,
      "ambiguous": 8451,
      "ambiguous_multi_country": 7302,
      "ambiguous_one_lei_per_country": 4942,
      "ambiguous_single_country": 1149
    },
    "after": {
      "unique_lei": 42133,
      "ambiguous": 7378,
      "resolved_by_country": 1334,
      "demoted_contradicted": 261,
      "remaining_multi_country": 5968,
      "remaining_multi_country_with_hints": 1746,
      "remaining_single_country_not_resolvable_by_country": 1149
    },
    "by_hint_source": {
      "resolved": {
        "cctld": 1111,
        "script": 12,
        "same_apex": 280
      },
      "resolved_by_source_combination": [
        {
          "hint_source": "cctld",
          "orgs": 1043
        },
        {
          "hint_source": "same_apex",
          "orgs": 213
        },
        {
          "hint_source": "cctld+same_apex",
          "orgs": 66
        },
        {
          "hint_source": "script",
          "orgs": 9
        },
        {
          "hint_source": "cctld+script",
          "orgs": 2
        },
        {
          "hint_source": "same_apex+script",
          "orgs": 1
        }
      ],
      "demoted_contradicted": {
        "cctld": 236,
        "script": 26,
        "same_apex": 0
      },
      "unique_kept_despite_non_matching_hints": {
        "total": 1757,
        "of_which_lei_in_registration_hub": 50
      }
    },
    "examples": {
      "resolved_by_country": [
        {
          "certificate_org": "Nasdaq Inc",
          "gleif_legal_name": "NASDAQ, INC.",
          "resolved_country": "US",
          "candidate_countries": [
            "SE",
            "US"
          ],
          "hints": [
            "US:same_apex"
          ],
          "cctld_share_of_apexes": null
        },
        {
          "certificate_org": "SOGEA S.R.L.",
          "gleif_legal_name": "SOGEA S.R.L.",
          "resolved_country": "IT",
          "candidate_countries": [
            "FR",
            "IT"
          ],
          "hints": [
            "IT:cctld"
          ],
          "cctld_share_of_apexes": 1.0
        },
        {
          "certificate_org": "Med 360\u00b0 SE",
          "gleif_legal_name": "Med 360\u00b0 AG",
          "resolved_country": "DE",
          "candidate_countries": [
            "DE",
            "IT"
          ],
          "hints": [
            "DE:cctld"
          ],
          "cctld_share_of_apexes": 1.0
        }
      ],
      "demoted_contradicted": [
        {
          "certificate_org": "IQUEST Co., Ltd.",
          "gleif_legal_name": "IQuest B.V.",
          "lei_country": "NL",
          "hints": [
            "KR:cctld"
          ],
          "cctld_share_of_apexes": 0.86
        },
        {
          "certificate_org": "Aflac",
          "gleif_legal_name": "AFLAC INCORPORATED",
          "lei_country": "US",
          "hints": [
            "JP:cctld",
            "JP:same_apex"
          ],
          "cctld_share_of_apexes": 1.0
        },
        {
          "certificate_org": "Pension + Services GmbH",
          "gleif_legal_name": "PENSION SERVICES CORPORATION LIMITED",
          "lei_country": "GB",
          "hints": [
            "DE:cctld"
          ],
          "cctld_share_of_apexes": 1.0
        }
      ]
    },
    "note": "single-country ambiguities (several active LEIs, one country) cannot be resolved by a country signal; the rule leaves them ambiguous"
  },
  "gold_check": {
    "gold_candidate_rows": 6182,
    "gold_lei_unsupported": 24,
    "of_which_contradicted": 16,
    "gold_pairs_losing_every_exact_match": 15,
    "country_picks_with_gold_lei_among_candidates": 225,
    "of_which_picked_another_lei": 10,
    "note": "rejections: exact-name candidates that ARE the gold LEI but the rule marks unsupported; picks: stage-1 'country' resolutions of orgs on a gold apex where the gold LEI was among the name's candidates"
  },
  "stage2_fuzzy_cpu_blocked_first_token": {
    "queries": 140579,
    "seconds_cpu_blocked": 9,
    "operating_threshold_persisted": 90,
    "matched_at_operating_threshold": 2303,
    "ambiguous_at_operating_threshold": 234,
    "country_rule_at_operating_threshold": {
      "cert_orgs": 2537,
      "matched": 2303,
      "resolved_by_country": 4,
      "ambiguous": 234,
      "demoted_contradicted": 67
    },
    "pre_rule_matched_at_threshold": {
      "80": 13705,
      "85": 6014,
      "90": 2208,
      "95": 595
    },
    "pre_rule_ambiguous_at_threshold": {
      "80": 973,
      "85": 419,
      "90": 161,
      "95": 50
    },
    "median_block_size": 164,
    "note": "80-89 not usable without a second signal (see probe); pre_rule_* counts are the scorer alone, before the country rule"
  },
  "blocking_loss_probe_on_gold": {
    "probe_size": 400,
    "probe_variant": "lowercase, punctuation stripped, legal forms kept",
    "allpairs_seconds_cpu": 15,
    "by_threshold": {
      "80": {
        "blocked_top1_correct": 286,
        "allpairs_top1_correct": 302
      },
      "85": {
        "blocked_top1_correct": 230,
        "allpairs_top1_correct": 255
      },
      "90": {
        "blocked_top1_correct": 180,
        "allpairs_top1_correct": 190
      },
      "95": {
        "blocked_top1_correct": 116,
        "allpairs_top1_correct": 119
      }
    }
  },
  "stage1_exact_by_gleif_country_top15": [
    {
      "country": "US",
      "exact_matched_cert_orgs": 8305
    },
    {
      "country": "DE",
      "exact_matched_cert_orgs": 3904
    },
    {
      "country": "GB",
      "exact_matched_cert_orgs": 2383
    },
    {
      "country": "CN",
      "exact_matched_cert_orgs": 2373
    },
    {
      "country": "IN",
      "exact_matched_cert_orgs": 2351
    },
    {
      "country": "FR",
      "exact_matched_cert_orgs": 2216
    },
    {
      "country": "IT",
      "exact_matched_cert_orgs": 2012
    },
    {
      "country": "JP",
      "exact_matched_cert_orgs": 1846
    },
    {
      "country": "ES",
      "exact_matched_cert_orgs": 1371
    },
    {
      "country": "PL",
      "exact_matched_cert_orgs": 1167
    },
    {
      "country": "CA",
      "exact_matched_cert_orgs": 1056
    },
    {
      "country": "NL",
      "exact_matched_cert_orgs": 1013
    },
    {
      "country": "SE",
      "exact_matched_cert_orgs": 751
    },
    {
      "country": "AU",
      "exact_matched_cert_orgs": 725
    },
    {
      "country": "CH",
      "exact_matched_cert_orgs": 693
    }
  ],
  "examples_exact": [
    {
      "certificate_org": "Salesforce, Inc.",
      "gleif_legal_name": "SALESFORCE, INC.",
      "country": "US",
      "method": "exact_legal_name"
    },
    {
      "certificate_org": "Adobe Systems Incorporated",
      "gleif_legal_name": "ADOBE INC.",
      "country": "US",
      "method": "exact_other_name"
    },
    {
      "certificate_org": "Demant A/S",
      "gleif_legal_name": "DEMANT A/S",
      "country": "DK",
      "method": "exact_legal_name"
    },
    {
      "certificate_org": "The Procter & Gamble Co",
      "gleif_legal_name": "THE PROCTER & GAMBLE COMPANY",
      "country": "US",
      "method": "exact_legal_name"
    },
    {
      "certificate_org": "HALEON UK TRADING LIMITED",
      "gleif_legal_name": "HALEON UK TRADING LIMITED",
      "country": "GB",
      "method": "exact_legal_name"
    }
  ],
  "examples_ambiguous": [
    {
      "certificate_org": "AG-INVEST",
      "active_leis_sharing_name": 119,
      "countries": [
        "AT",
        "BE",
        "CY",
        "CZ",
        "DE",
        "DK"
      ]
    },
    {
      "certificate_org": "FUTURA SRL",
      "active_leis_sharing_name": 76,
      "countries": [
        "AT",
        "BE",
        "CA",
        "DK",
        "FR",
        "IS"
      ]
    },
    {
      "certificate_org": "CAPITAL CORPORATION CO.,LTD.",
      "active_leis_sharing_name": 62,
      "countries": [
        "AR",
        "BG",
        "BM",
        "CA",
        "CZ",
        "DE"
      ]
    },
    {
      "certificate_org": "KG Capital Co., Ltd.",
      "active_leis_sharing_name": 62,
      "countries": [
        "AR",
        "BG",
        "BM",
        "CA",
        "CZ",
        "DE"
      ]
    },
    {
      "certificate_org": "AURORA CORPORATION",
      "active_leis_sharing_name": 59,
      "countries": [
        "AT",
        "BE",
        "DE",
        "FR",
        "GB",
        "IT"
      ]
    }
  ],
  "examples_fuzzy_at_operating_threshold": [
    {
      "certificate_org_normalized": "axa holdings japan",
      "matched_gleif_name": "axa japan holdings",
      "score": 100.0
    },
    {
      "certificate_org_normalized": "gottfried wilhelm leibniz universitaet hannover",
      "matched_gleif_name": "gottfried wilhelm leibniz universitat hannover",
      "score": 98.9247311827957
    },
    {
      "certificate_org_normalized": "bdo wirtschaftspruefungsgesellschaft",
      "matched_gleif_name": "bdo wirtschaftsprufungsgesellschaft",
      "score": 98.59154929577466
    },
    {
      "certificate_org_normalized": "bundesverband d deutschen volksbanken und raiffeisenbanken",
      "matched_gleif_name": "bundesverband der deutschen volksbanken und raiffeisenbanken",
      "score": 98.30508474576271
    },
    {
      "certificate_org_normalized": "landeskreditbank baden wuerttemberg foerderbank",
      "matched_gleif_name": "landeskreditbank baden wurttemberg forderbank",
      "score": 97.82608695652173
    }
  ],
  "examples_probe_right_and_wrong": [
    {
      "probe_query": "abc factors single member s a",
      "matched_gleif_name": "abc factors single member",
      "score": 92.5925925925926,
      "correct": true
    },
    {
      "probe_query": "askim and spydeberg sparebank",
      "matched_gleif_name": "askim and spydeberg sparebank",
      "score": 100.0,
      "correct": true
    },
    {
      "probe_query": "azienda autonoma di stato per i servizi pubblici",
      "matched_gleif_name": "azienda autonoma di stato per i servizi pubblici",
      "score": 100.0,
      "correct": true
    },
    {
      "probe_query": "broadridge financial solutions inc",
      "matched_gleif_name": "broadridge financial solutions",
      "score": 93.75,
      "correct": false
    },
    {
      "probe_query": "dr",
      "matched_gleif_name": "dr",
      "score": 100.0,
      "correct": false
    },
    {
      "probe_query": "esb",
      "matched_gleif_name": "esb",
      "score": 100.0,
      "correct": false
    },
    {
      "probe_query": "ntt data business solutions ag",
      "matched_gleif_name": "ntt data business solutions",
      "score": 94.73684210526316,
      "correct": false
    }
  ]
}