feat(sources): externer Reputations-Layer (IFCN + EUvsDisinfo)

Externe Datenquellen (kostenlos, Open Data) ergaenzen die LLM-geschaetzte
Reliability-Achse mit objektiven Signalen:

- IFCN-Signatories (raw.githubusercontent.com/IFCN/verified-signatories):
  Plain-Text-Liste anerkannter Faktencheck-Organisationen.
- EUvsDisinfo (Zenodo CSV): Pro-Kreml-Desinformations-Datenbank.

Schema-Erweiterung:
- ifcn_signatory, eu_disinfo_listed, eu_disinfo_case_count,
  eu_disinfo_last_seen, external_data_synced_at.

Service src/services/external_reputation.py:
- sync_ifcn_signatories(), sync_eu_disinfo(), apply_reputation_overrides(),
  sync_all() mit Domain-Normalisierung (lowercase, ohne www., ohne Schema).

Reliability-Override-Regeln (laufen nach Approve und manuellem Sync):
- ifcn_signatory=1 -> reliability=sehr_hoch
- eu_disinfo_case_count >= 5 -> reliability=sehr_niedrig
- eu_disinfo_case_count >= 1 -> Reliability eine Stufe runter (max niedrig)

API: POST /api/sources/external-reputation/sync (Admin, BackgroundTask).
Filter: ?ifcn_signatory=true, ?eu_disinfo_listed=true.

UI:
- Filter-Dropdown "Externe Reputation" im Quellen-Modal.
- Badges: gruenes "IFCN" und rotes "EU-Desinfo (n)".
- Tooltip macht Reliability-Quelle transparent: "(IFCN-Faktenchecker)",
  "(EU-Desinfo, n Faelle)" oder "(LLM-Schaetzung)".
- "Externe Daten syncen"-Button im Review-Toolbar (Admin-only).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Dieser Commit ist enthalten in:
Claude Code
2026-05-07 19:40:30 +00:00
Ursprung 48a60d7579
Commit 5fc2467559
9 geänderte Dateien mit 410 neuen und 3 gelöschten Zeilen

Datei anzeigen

@@ -176,7 +176,12 @@ CREATE TABLE IF NOT EXISTS sources (
proposed_alignments_json TEXT,
proposed_confidence REAL,
proposed_reasoning TEXT,
proposed_at TIMESTAMP
proposed_at TIMESTAMP,
eu_disinfo_listed INTEGER DEFAULT 0,
eu_disinfo_case_count INTEGER DEFAULT 0,
eu_disinfo_last_seen TIMESTAMP,
ifcn_signatory INTEGER DEFAULT 0,
external_data_synced_at TIMESTAMP
);
CREATE TABLE IF NOT EXISTS source_alignments (
@@ -668,6 +673,20 @@ async def init_db():
if any(c not in src_columns for c in ("political_orientation", "media_type", "reliability")):
logger.info("Migration: Klassifikations-Spalten zu sources hinzugefuegt")
# Migration: externe Reputations-Daten (EUvsDisinfo + IFCN)
for col, ddl in [
("eu_disinfo_listed", "ALTER TABLE sources ADD COLUMN eu_disinfo_listed INTEGER DEFAULT 0"),
("eu_disinfo_case_count", "ALTER TABLE sources ADD COLUMN eu_disinfo_case_count INTEGER DEFAULT 0"),
("eu_disinfo_last_seen", "ALTER TABLE sources ADD COLUMN eu_disinfo_last_seen TIMESTAMP"),
("ifcn_signatory", "ALTER TABLE sources ADD COLUMN ifcn_signatory INTEGER DEFAULT 0"),
("external_data_synced_at", "ALTER TABLE sources ADD COLUMN external_data_synced_at TIMESTAMP"),
]:
if col not in src_columns:
await db.execute(ddl)
await db.commit()
if any(c not in src_columns for c in ("eu_disinfo_listed", "ifcn_signatory")):
logger.info("Migration: externe Reputations-Spalten zu sources hinzugefuegt")
# Migration: source_alignments-Tabelle (Mehrfach-Tags fuer geopolitische Naehe)
cursor = await db.execute(
"SELECT name FROM sqlite_master WHERE type='table' AND name='source_alignments'"

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@@ -210,6 +210,11 @@ class SourceResponse(BaseModel):
classified_at: Optional[str] = None
alignments: list[str] = []
is_global: bool = False
ifcn_signatory: bool = False
eu_disinfo_listed: bool = False
eu_disinfo_case_count: int = 0
eu_disinfo_last_seen: Optional[str] = None
external_data_synced_at: Optional[str] = None
# Source Discovery

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@@ -6,6 +6,7 @@ from fastapi import APIRouter, BackgroundTasks, Depends, HTTPException, status
from models import SourceCreate, SourceUpdate, SourceResponse, DiscoverRequest, DiscoverResponse, DiscoverMultiResponse, DomainActionRequest
from auth import get_current_user
from database import db_dependency, get_db, refresh_source_counts
from services.external_reputation import apply_reputation_overrides, sync_all as sync_external_reputation
from services.source_classifier import bulk_classify, classify_source
from source_rules import discover_source, discover_all_feeds, evaluate_feeds_with_claude, _extract_domain, _detect_category, domain_to_display_name, _DOMAIN_ALIASES
import aiosqlite
@@ -90,6 +91,8 @@ async def list_sources(
reliability: str = None,
state_affiliated: bool = None,
alignment: str = None,
ifcn_signatory: bool = None,
eu_disinfo_listed: bool = None,
current_user: dict = Depends(get_current_user),
db: aiosqlite.Connection = Depends(db_dependency),
):
@@ -124,6 +127,12 @@ async def list_sources(
if alignment:
query += " AND EXISTS (SELECT 1 FROM source_alignments sa WHERE sa.source_id = s.id AND sa.alignment = ?)"
params.append(alignment.lower())
if ifcn_signatory is not None:
query += " AND s.ifcn_signatory = ?"
params.append(1 if ifcn_signatory else 0)
if eu_disinfo_listed is not None:
query += " AND s.eu_disinfo_listed = ?"
params.append(1 if eu_disinfo_listed else 0)
query += " ORDER BY s.source_type, s.category, s.name"
cursor = await db.execute(query, params)
@@ -133,6 +142,8 @@ async def list_sources(
for d in results:
d["is_global"] = d.get("tenant_id") is None
d["state_affiliated"] = bool(d.get("state_affiliated"))
d["ifcn_signatory"] = bool(d.get("ifcn_signatory"))
d["eu_disinfo_listed"] = bool(d.get("eu_disinfo_listed"))
d["alignments"] = alignments_map.get(d["id"], [])
return results
@@ -864,6 +875,11 @@ async def approve_classification(
await _replace_alignments(db, source_id, [a for a in proposed_aligns if a in ALLOWED_ALIGNMENTS])
await _clear_proposed(db, source_id)
await db.commit()
# Reliability-Override anwenden (IFCN/EUvsDisinfo)
try:
await apply_reputation_overrides(db, source_id)
except Exception as e:
logger.warning("Reputation-Override fuer source_id=%s fehlgeschlagen: %s", source_id, e)
return {"source_id": source_id, "status": "approved"}
@@ -939,6 +955,26 @@ async def trigger_bulk_classify(
return {"status": "started", "limit": limit, "only_unclassified": only_unclassified}
@router.post("/external-reputation/sync")
async def trigger_external_reputation_sync(
background_tasks: BackgroundTasks,
current_user: dict = Depends(get_current_user),
):
"""Startet Sync von IFCN- und EUvsDisinfo-Daten (Admin, Hintergrund)."""
if current_user.get("role") != "org_admin":
raise HTTPException(status_code=403, detail="Nur Admins koennen den externen Sync starten")
async def _bg():
db = await get_db()
try:
await sync_external_reputation(db)
finally:
await db.close()
background_tasks.add_task(_bg)
return {"status": "started"}
@router.post("/classification/bulk-approve")
async def bulk_approve_classifications(
min_confidence: float = 0.85,
@@ -995,4 +1031,10 @@ async def bulk_approve_classifications(
await _clear_proposed(db, src["id"])
approved_ids.append(src["id"])
await db.commit()
# Reliability-Override fuer alle gerade Approved
try:
for sid in approved_ids:
await apply_reputation_overrides(db, sid)
except Exception as e:
logger.warning("Bulk Reputation-Override fehlgeschlagen: %s", e)
return {"approved_count": len(approved_ids), "min_confidence": min_confidence}

Datei anzeigen

@@ -0,0 +1,268 @@
"""Externe Reputations-Daten fuer Quellen.
Synchronisiert Domain-Listen von oeffentlichen Reputations-/Faktencheck-Datenbanken
und schreibt die Treffer in die sources-Spalten:
- IFCN-Signatories (anerkannte Faktenchecker) -> ifcn_signatory
- EUvsDisinfo (pro-Kreml-Desinformation, Zenodo-CSV) -> eu_disinfo_listed,
eu_disinfo_case_count, eu_disinfo_last_seen
Anschliessend wendet apply_reputation_overrides() Override-Regeln auf die
reliability-Spalte an:
- ifcn_signatory=1 -> reliability='sehr_hoch'
- eu_disinfo_case_count >= 5 -> reliability='sehr_niedrig'
- eu_disinfo_case_count >= 1 -> reliability eine Stufe runter (max bis 'niedrig')
"""
import csv
import io
import logging
from collections import defaultdict
from urllib.parse import urlparse
import aiosqlite
import httpx
logger = logging.getLogger("osint.external_reputation")
IFCN_LIST_URL = "https://raw.githubusercontent.com/IFCN/verified-signatories/main/list"
EU_DISINFO_CSV_URL = "https://zenodo.org/records/10514307/files/euvsdisinfo_base.csv?download=1"
HTTP_TIMEOUT = httpx.Timeout(60.0, connect=10.0)
# Reliability-Skala in Stufenfolge (schlecht -> gut)
RELIABILITY_ORDER = ["sehr_niedrig", "niedrig", "gemischt", "hoch", "sehr_hoch"]
def _normalize_domain(raw: str | None) -> str | None:
"""Normalisiert eine Domain: lowercase, ohne www., ohne Schema/Pfad."""
if not raw:
return None
raw = raw.strip().lower()
if not raw:
return None
# Falls eine vollstaendige URL uebergeben wurde
if "://" in raw:
try:
raw = urlparse(raw).netloc or raw
except ValueError:
pass
# Pfad/Query strippen
raw = raw.split("/")[0].split("?")[0].split("#")[0]
if raw.startswith("www."):
raw = raw[4:]
return raw or None
async def _fetch_text(url: str) -> str:
"""Laedt Text von einer URL. Wirft HTTPException bei Fehler."""
async with httpx.AsyncClient(timeout=HTTP_TIMEOUT, follow_redirects=True) as client:
resp = await client.get(url)
resp.raise_for_status()
return resp.text
async def sync_ifcn_signatories(db: aiosqlite.Connection) -> dict:
"""Laedt IFCN-Domain-Liste und matcht gegen sources.domain.
Setzt ifcn_signatory=1 wo die Domain in der Liste vorkommt, sonst 0.
"""
text = await _fetch_text(IFCN_LIST_URL)
domains: set[str] = set()
for line in text.splitlines():
d = _normalize_domain(line)
if d:
domains.add(d)
logger.info("IFCN-Liste geladen: %d Domains", len(domains))
# Aktuelle Quellen mit Domain laden
cursor = await db.execute(
"SELECT id, domain FROM sources WHERE domain IS NOT NULL AND domain != ''"
)
sources = [dict(r) for r in await cursor.fetchall()]
matched_ids: list[int] = []
unmatched_ids: list[int] = []
for s in sources:
nd = _normalize_domain(s["domain"])
if nd and nd in domains:
matched_ids.append(s["id"])
else:
unmatched_ids.append(s["id"])
# Bulk-Update in zwei Statements
if matched_ids:
placeholders = ",".join("?" for _ in matched_ids)
await db.execute(
f"UPDATE sources SET ifcn_signatory = 1 WHERE id IN ({placeholders})",
matched_ids,
)
if unmatched_ids:
placeholders = ",".join("?" for _ in unmatched_ids)
await db.execute(
f"UPDATE sources SET ifcn_signatory = 0 WHERE id IN ({placeholders})",
unmatched_ids,
)
await db.commit()
logger.info("IFCN-Sync: %d Quellen als Faktenchecker markiert (von %d)",
len(matched_ids), len(sources))
return {
"list_size": len(domains),
"sources_checked": len(sources),
"matched": len(matched_ids),
}
async def sync_eu_disinfo(db: aiosqlite.Connection) -> dict:
"""Laedt EUvsDisinfo-CSV von Zenodo, aggregiert pro Domain, schreibt sources.
- eu_disinfo_listed: 1 wenn Domain mindestens 1x als 'disinformation' debunkt
- eu_disinfo_case_count: Anzahl Disinformation-Faelle
- eu_disinfo_last_seen: spaetestes debunk_date
"""
text = await _fetch_text(EU_DISINFO_CSV_URL)
reader = csv.DictReader(io.StringIO(text))
# Per-Domain aggregieren (nur class='disinformation')
counts: dict[str, int] = defaultdict(int)
last_seen: dict[str, str] = {}
total_rows = 0
for row in reader:
total_rows += 1
if (row.get("class") or "").strip().lower() != "disinformation":
continue
d = _normalize_domain(row.get("article_domain"))
if not d:
continue
counts[d] += 1
debunk_date = (row.get("debunk_date") or "").strip()
if debunk_date:
prev = last_seen.get(d)
if not prev or debunk_date > prev:
last_seen[d] = debunk_date
logger.info("EUvsDisinfo-CSV: %d Zeilen, %d Domains mit Desinformation",
total_rows, len(counts))
# Quellen laden + matchen
cursor = await db.execute(
"SELECT id, domain FROM sources WHERE domain IS NOT NULL AND domain != ''"
)
sources = [dict(r) for r in await cursor.fetchall()]
matched = 0
for s in sources:
nd = _normalize_domain(s["domain"])
if nd and nd in counts:
await db.execute(
"""UPDATE sources SET
eu_disinfo_listed = 1,
eu_disinfo_case_count = ?,
eu_disinfo_last_seen = ?
WHERE id = ?""",
(counts[nd], last_seen.get(nd), s["id"]),
)
matched += 1
else:
await db.execute(
"""UPDATE sources SET
eu_disinfo_listed = 0,
eu_disinfo_case_count = 0,
eu_disinfo_last_seen = NULL
WHERE id = ?""",
(s["id"],),
)
await db.commit()
logger.info("EUvsDisinfo-Sync: %d Quellen als Desinformations-Quelle markiert (von %d)",
matched, len(sources))
return {
"rows_in_csv": total_rows,
"domains_with_disinfo_in_csv": len(counts),
"sources_checked": len(sources),
"matched": matched,
}
def _override_reliability(current: str | None, ifcn: bool, eu_count: int) -> str | None:
"""Wendet Override-Regeln auf eine reliability-Stufe an.
Rueckgabe: neue Stufe (oder None, wenn unveraendert).
"""
cur = current or "na"
# IFCN gewinnt: zertifizierter Faktenchecker -> sehr_hoch (immer)
if ifcn:
return "sehr_hoch" if cur != "sehr_hoch" else None
# EUvsDisinfo: Downgrade
if eu_count >= 5:
return "sehr_niedrig" if cur != "sehr_niedrig" else None
if eu_count >= 1:
# Eine Stufe runter, mindestens bis 'niedrig'
if cur == "na":
return "niedrig"
if cur in RELIABILITY_ORDER:
idx = RELIABILITY_ORDER.index(cur)
new_idx = max(0, idx - 1)
new = RELIABILITY_ORDER[new_idx]
# Mindeststufe 'niedrig' bei eu_count >= 1
if RELIABILITY_ORDER.index(new) > RELIABILITY_ORDER.index("niedrig"):
new = "niedrig"
return new if new != cur else None
return None
async def apply_reputation_overrides(db: aiosqlite.Connection, source_id: int | None = None) -> dict:
"""Wendet Reliability-Override-Regeln an.
Wenn source_id angegeben ist, nur fuer diese Quelle. Sonst fuer alle Quellen.
"""
if source_id is not None:
cursor = await db.execute(
"SELECT id, reliability, ifcn_signatory, eu_disinfo_case_count "
"FROM sources WHERE id = ?",
(source_id,),
)
else:
cursor = await db.execute(
"SELECT id, reliability, ifcn_signatory, eu_disinfo_case_count FROM sources"
)
sources = [dict(r) for r in await cursor.fetchall()]
changed = 0
for s in sources:
new = _override_reliability(
s.get("reliability"),
bool(s.get("ifcn_signatory")),
int(s.get("eu_disinfo_case_count") or 0),
)
if new is not None:
await db.execute(
"UPDATE sources SET reliability = ? WHERE id = ?",
(new, s["id"]),
)
changed += 1
await db.commit()
logger.info("Reliability-Override: %d Quellen angepasst (von %d gepruefte)",
changed, len(sources))
return {"checked": len(sources), "changed": changed}
async def sync_all(db: aiosqlite.Connection) -> dict:
"""Vollstaendiger Sync: IFCN + EUvsDisinfo + Reliability-Override.
Setzt external_data_synced_at fuer alle Quellen.
"""
ifcn_result = await sync_ifcn_signatories(db)
eu_result = await sync_eu_disinfo(db)
override_result = await apply_reputation_overrides(db)
await db.execute(
"UPDATE sources SET external_data_synced_at = CURRENT_TIMESTAMP "
"WHERE domain IS NOT NULL AND domain != ''"
)
await db.commit()
return {
"ifcn": ifcn_result,
"eu_disinfo": eu_result,
"override": override_result,
}

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@@ -3759,6 +3759,32 @@ a.dev-source-pill:hover {
line-height: 1;
}
.source-ifcn-badge {
display: inline-flex;
align-items: center;
padding: 1px 6px;
border-radius: var(--radius);
background: #e8f5e9;
color: #1b5e20;
border: 1px solid #66bb6a;
font-size: 10px;
font-weight: 600;
letter-spacing: 0.3px;
}
.source-eu-disinfo-badge {
display: inline-flex;
align-items: center;
padding: 1px 6px;
border-radius: var(--radius);
background: #ffebee;
color: #b71c1c;
border: 1px solid #c62828;
font-size: 10px;
font-weight: 600;
letter-spacing: 0.3px;
}
.source-alignment-chip-badge {
display: inline-flex;
align-items: center;

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@@ -538,6 +538,12 @@
<option value="sehr_niedrig">Sehr niedrig</option>
<option value="na">Nicht eingeordnet</option>
</select>
<label for="sources-filter-extern" class="sr-only">Externe Reputation filtern</label>
<select id="sources-filter-extern" class="timeline-filter-select" onchange="App.filterSources()">
<option value="">Externe Reputation: alle</option>
<option value="ifcn">IFCN-Faktenchecker</option>
<option value="eu_disinfo">EU-Desinfo gelistet</option>
</select>
<label for="sources-filter-alignment" class="sr-only">Geopolitische Nähe filtern</label>
<select id="sources-filter-alignment" class="timeline-filter-select" onchange="App.filterSources()">
<option value="">Alle Nähen</option>
@@ -736,6 +742,7 @@
</label>
</div>
<div class="review-toolbar-actions">
<button class="btn btn-small btn-secondary" onclick="App.triggerExternalReputationSync()" title="IFCN-Faktenchecker-Liste und EUvsDisinfo-Daten synchronisieren">Externe Daten syncen</button>
<button class="btn btn-small btn-secondary" onclick="App.triggerBulkClassify()" title="LLM-Klassifikation fuer noch unklassifizierte Quellen starten">+ Klassifikation starten</button>
<button class="btn btn-small btn-primary" onclick="App.bulkApproveHighConfidence()" title="Alle Vorschlaege ueber dem Konfidenz-Schwellwert genehmigen">Alle &ge; 0.85 genehmigen</button>
</div>

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@@ -234,6 +234,9 @@ const API = {
const qs = new URLSearchParams({ min_confidence: String(minConfidence) }).toString();
return this._request('POST', `/sources/classification/bulk-approve?${qs}`);
},
triggerExternalReputationSync() {
return this._request('POST', '/sources/external-reputation/sync');
},
createSource(data) {
return this._request('POST', '/sources', data);

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@@ -2834,6 +2834,16 @@ async handleRefresh() {
}
},
async triggerExternalReputationSync() {
if (!confirm('IFCN- und EUvsDisinfo-Datenbanken jetzt syncen? Lauft im Hintergrund (~30 Sek).')) return;
try {
await API.triggerExternalReputationSync();
UI.showToast('Externer Sync gestartet. Quellenliste in 30 Sek neu laden.', 'info');
} catch (err) {
UI.showToast('Sync fehlgeschlagen: ' + err.message, 'error');
}
},
renderSourceStats(stats) {
const bar = document.getElementById('sources-stats-bar');
if (!bar) return;
@@ -2866,6 +2876,7 @@ async handleRefresh() {
const mediaTypeFilter = document.getElementById('sources-filter-mediatype')?.value || '';
const reliabilityFilter = document.getElementById('sources-filter-reliability')?.value || '';
const alignmentFilter = document.getElementById('sources-filter-alignment')?.value || '';
const externFilter = document.getElementById('sources-filter-extern')?.value || '';
const search = (document.getElementById('sources-search')?.value || '').toLowerCase();
// Alle Quellen nach Domain gruppieren
@@ -2929,6 +2940,11 @@ async handleRefresh() {
if (alignmentFilter) {
if (!feeds.some(f => Array.isArray(f.alignments) && f.alignments.includes(alignmentFilter))) continue;
}
if (externFilter === 'ifcn') {
if (!feeds.some(f => f.ifcn_signatory)) continue;
} else if (externFilter === 'eu_disinfo') {
if (!feeds.some(f => f.eu_disinfo_listed)) continue;
}
// Suche
if (search) {

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@@ -1193,7 +1193,20 @@ const UI = {
}
const rel = feed.reliability;
if (rel && rel !== 'na') {
parts.push(`<span class="source-reliability-dot rel-${this.escape(rel)}" title="Glaubwürdigkeit: ${this.escape(this._reliabilityLabels[rel] || rel)}" aria-label="Glaubwürdigkeit: ${this.escape(this._reliabilityLabels[rel] || rel)}"></span>`);
const relLabel = this._reliabilityLabels[rel] || rel;
const relSource = feed.ifcn_signatory ? '(IFCN-Faktenchecker)'
: (feed.eu_disinfo_listed ? `(EU-Desinfo, ${feed.eu_disinfo_case_count || 0} Fälle)`
: '(LLM-Schätzung)');
const relTitle = `Glaubwürdigkeit: ${relLabel} ${relSource}`;
parts.push(`<span class="source-reliability-dot rel-${this.escape(rel)}" title="${this.escape(relTitle)}" aria-label="${this.escape(relTitle)}"></span>`);
}
if (feed.ifcn_signatory) {
parts.push(`<span class="source-ifcn-badge" title="IFCN-zertifizierter Faktenchecker" aria-label="IFCN-Faktenchecker">✓ IFCN</span>`);
}
if (feed.eu_disinfo_listed) {
const cnt = feed.eu_disinfo_case_count || 0;
const title = `EUvsDisinfo: ${cnt} dokumentierte Desinformations-Fälle`;
parts.push(`<span class="source-eu-disinfo-badge" title="${this.escape(title)}" aria-label="${this.escape(title)}">⚠ EU-Desinfo (${cnt})</span>`);
}
if (feed.state_affiliated) {
parts.push(`<span class="source-state-badge" title="Staatsnah/-kontrolliert" aria-label="Staatsnah">⚑</span>`);
@@ -1285,7 +1298,15 @@ const UI = {
lines.push('Politisch: ' + (pl ? pl.full : firstFeed.political_orientation));
}
if (firstFeed.reliability && firstFeed.reliability !== 'na') {
lines.push('Glaubwürdigkeit: ' + (this._reliabilityLabels[firstFeed.reliability] || firstFeed.reliability));
const relLabel = this._reliabilityLabels[firstFeed.reliability] || firstFeed.reliability;
const relSrc = firstFeed.ifcn_signatory ? ' (IFCN-Faktenchecker)'
: (firstFeed.eu_disinfo_listed ? ` (EU-Desinfo, ${firstFeed.eu_disinfo_case_count || 0} Fälle)`
: ' (LLM-Schätzung)');
lines.push('Glaubwürdigkeit: ' + relLabel + relSrc);
}
if (firstFeed.ifcn_signatory) lines.push('IFCN-Faktenchecker: ja');
if (firstFeed.eu_disinfo_listed) {
lines.push(`EUvsDisinfo: ${firstFeed.eu_disinfo_case_count || 0} Fälle` + (firstFeed.eu_disinfo_last_seen ? ` (zuletzt ${firstFeed.eu_disinfo_last_seen})` : ''));
}
if (firstFeed.state_affiliated) lines.push('Staatsnah: ja');
if (Array.isArray(firstFeed.alignments) && firstFeed.alignments.length > 0) {