diff --git a/crates/blackbeard-api/src/state.rs b/crates/blackbeard-api/src/state.rs
index 2923c4e..c5afcef 100644
--- a/crates/blackbeard-api/src/state.rs
+++ b/crates/blackbeard-api/src/state.rs
@@ -342,7 +342,7 @@ impl ChainRuntime {
         let telemetry = &self.telemetry;
         let rows = blackbeard_core::window::leaderboard(&tallies, total, network, |miner| {
             let a = attributor.attribute(miner, |key| telemetry.name_of(key));
-            (a.display, a.source, a.confidence)
+            (a.display, a.source, a.confidence, a.votes)
         });
 
         let changed = leaderboards.get(&window).map(|(_, cached)| cached) != Some(&rows);
diff --git a/crates/blackbeard-core/src/attribution.rs b/crates/blackbeard-core/src/attribution.rs
index 67583cd..c84bfb3 100644
--- a/crates/blackbeard-core/src/attribution.rs
+++ b/crates/blackbeard-core/src/attribution.rs
@@ -61,10 +61,16 @@ pub const TAKEOVER_MARGIN: u32 = 2;
 
 /// Votes that must actually have been cast before any name is shown.
 ///
-/// The companion to measuring confidence over cast votes: without it a single
-/// lucky vote in an otherwise silent window reads as 100% agreement. Three is
-/// the same evidence bar [`MIN_ATTEMPTS`] sets for blocks checked.
-pub const MIN_VOTES: usize = 3;
+/// One: a name is offered as soon as there is any evidence for it, and
+/// [`TAKEOVER_MARGIN`] lets a better-supported node replace it later. The site
+/// would rather show a best-effort mapping that can be corrected than withhold
+/// every name on a chain where a first reporter resolves on about one block in
+/// seven — most miners would simply never earn one.
+///
+/// The honesty is moved to the presentation rather than dropped: [`Attribution`]
+/// carries the number of votes behind the name as well as the fraction agreeing,
+/// so one vote cannot render as the same thing as nine.
+pub const MIN_VOTES: usize = 1;
 /// Votes kept per author.
 ///
 /// Bounded so a node that restarts or is renamed — which gives it a new
@@ -93,8 +99,11 @@ pub struct Attribution {
     pub display: String,
     /// Whether `display` is an inferred node name or the abbreviated preimage.
     pub source: AttributionSource,
-    /// Fraction of the vote window agreeing with the held name, 0.0–1.0.
+    /// Fraction of the cast votes agreeing with the held name, 0.0–1.0.
     pub confidence: f32,
+    /// How many votes are behind it. A fraction alone cannot distinguish one
+    /// vote of one from nine of nine, and those are not the same claim.
+    pub votes: u32,
 }
 
 #[derive(Debug, Default, Clone)]
@@ -191,6 +200,7 @@ impl Attributor {
             display: miner.abbreviated(),
             source: AttributionSource::Preimage,
             confidence: 0.0,
+            votes: 0,
         };
         let Some(entry) = self.authors.get_mut(miner) else {
             return fallback;
@@ -220,10 +230,18 @@ impl Attributor {
         if let Some((best_key, best_n)) = best {
             match &held {
                 None => {
-                    if entry.attempts >= MIN_ATTEMPTS
-                        && cast >= MIN_VOTES
-                        && best_n as f32 / total >= MIN_CONFIDENCE
-                    {
+                    // A strict plurality, not a share of the window. The name is
+                    // offered as a best effort as soon as one node leads, and a
+                    // later vote can take it away again; what is refused is a
+                    // dead heat, where choosing between equals would be a coin
+                    // toss wearing a badge.
+                    let runner_up = counts
+                        .iter()
+                        .filter(|(k, _)| **k != &best_key)
+                        .map(|(_, n)| *n)
+                        .max()
+                        .unwrap_or(0);
+                    if entry.attempts >= MIN_ATTEMPTS && cast >= MIN_VOTES && best_n > runner_up {
                         held = Some(best_key);
                     }
                 }
@@ -245,12 +263,14 @@ impl Attributor {
         let Some(held) = held else {
             return fallback;
         };
-        let confidence = counts.get(&held).copied().unwrap_or(0) as f32 / total.max(1.0);
+        let backing = counts.get(&held).copied().unwrap_or(0);
+        let confidence = backing as f32 / total.max(1.0);
         match name_of(&held) {
             Some(name) if !name.is_empty() => Attribution {
                 display: name,
                 source: AttributionSource::Telemetry,
                 confidence,
+                votes: backing,
             },
             _ => fallback,
         }
@@ -360,18 +380,39 @@ mod tests {
         assert!(got.confidence > 0.99, "unanimous cast votes: {got:?}");
     }
 
+    /// Policy change, made deliberately: a lone vote now *does* name.
+    ///
+    /// The bar was three votes, which on a chain resolving a first reporter for
+    /// about one block in seven left almost every miner anonymous forever. A
+    /// best-effort mapping that a later vote can overturn is more useful than a
+    /// permanent blank — provided the row says how thin the evidence is, which
+    /// is what `votes` is for.
     #[test]
-    fn a_single_lucky_vote_still_names_nobody() {
-        // The other half of measuring over cast votes: one vote in an otherwise
-        // silent window is 100% agreement and almost no evidence.
+    fn one_vote_names_but_says_it_is_only_one() {
         let mut a = Attributor::new();
         let m = MinerId("0xbb".into());
         a.observe(&m, Some((NodeKey::Peer("QmOnce".into()), Some(90))));
         for _ in 0..11 {
             a.observe(&m, None);
         }
+        let got = a.attribute(&m, |_| Some("whoever".into()));
+        assert_eq!(got.source, AttributionSource::Telemetry);
+        assert_eq!(got.display, "whoever");
+        assert_eq!(got.votes, 1, "the UI must be able to see this is one vote");
+    }
+
+    /// A dead heat still names nobody: choosing between equals would be a coin
+    /// toss wearing a telemetry badge, which is a different thing from a thin
+    /// but real lead.
+    #[test]
+    fn a_dead_heat_names_nobody() {
+        let mut a = Attributor::new();
+        let m = MinerId("0xff".into());
+        for i in 0..4 {
+            a.observe(&m, Some((NodeKey::Peer(format!("Qm{}", i % 2)), Some(70))));
+        }
         assert_eq!(
-            a.attribute(&m, |_| Some("whoever".into())).source,
+            a.attribute(&m, |_| Some("either".into())).source,
             AttributionSource::Preimage
         );
     }
diff --git a/crates/blackbeard-core/src/window.rs b/crates/blackbeard-core/src/window.rs
index 94f5f6d..982e0bc 100644
--- a/crates/blackbeard-core/src/window.rs
+++ b/crates/blackbeard-core/src/window.rs
@@ -185,7 +185,7 @@ pub fn leaderboard<F>(
     mut attribute: F,
 ) -> Vec<LeaderboardRow>
 where
-    F: FnMut(&MinerId) -> (String, AttributionSource, f32),
+    F: FnMut(&MinerId) -> (String, AttributionSource, f32, u32),
 {
     let mut ranked: Vec<(&MinerId, &MinerTally)> = tallies.iter().collect();
     ranked.sort_by(|a, b| {
@@ -202,13 +202,14 @@ where
         .into_iter()
         .enumerate()
         .map(|(i, (miner, tally))| {
-            let (display, attribution, confidence) = attribute(miner);
+            let (display, attribution, confidence, attribution_votes) = attribute(miner);
             LeaderboardRow {
                 rank: i as u32 + 1,
                 miner: miner.clone(),
                 display,
                 attribution,
                 confidence,
+                attribution_votes,
                 blocks: tally.blocks,
                 share: if window_total == 0 {
                     0.0
@@ -379,7 +380,7 @@ mod tests {
         }
         let (t, total) = w.tally(100);
         let rows = leaderboard(&t, total, Some(1000.0), |m| {
-            (m.abbreviated(), AttributionSource::Preimage, 0.0)
+            (m.abbreviated(), AttributionSource::Preimage, 0.0, 0)
         });
         assert_eq!(rows.len(), 3);
         // 1 and 2 both have two blocks; 2's most recent is higher, so it leads.
@@ -404,7 +405,7 @@ mod tests {
         let rows = leaderboard(&t, total, None, |m| {
             // Miners 1 and 2 share a name; miner 3 has its own.
             let name = if m == &miner(3) { "solo" } else { "rig-01" };
-            (name.to_owned(), AttributionSource::Telemetry, 1.0)
+            (name.to_owned(), AttributionSource::Telemetry, 1.0, 1)
         });
         let displays: Vec<&str> = rows.iter().map(|r| r.display.as_str()).collect();
         assert_eq!(
@@ -430,7 +431,7 @@ mod tests {
         w.push(obs(1, 1, 1), true);
         let (t, total) = w.tally(100);
         let rows = leaderboard(&t, total, None, |_| {
-            ("alice".to_owned(), AttributionSource::Telemetry, 1.0)
+            ("alice".to_owned(), AttributionSource::Telemetry, 1.0, 1)
         });
         assert_eq!(rows[0].display, "alice");
     }
@@ -441,7 +442,7 @@ mod tests {
         let (t, total) = w.tally(100);
         assert!(w.is_empty());
         let rows = leaderboard(&t, total, Some(1000.0), |m| {
-            (m.abbreviated(), AttributionSource::Preimage, 0.0)
+            (m.abbreviated(), AttributionSource::Preimage, 0.0, 0)
         });
         assert!(rows.is_empty());
     }
diff --git a/crates/blackbeard-entities/src/miner.rs b/crates/blackbeard-entities/src/miner.rs
index 38eb1cf..d79830f 100644
--- a/crates/blackbeard-entities/src/miner.rs
+++ b/crates/blackbeard-entities/src/miner.rs
@@ -86,6 +86,11 @@ pub struct LeaderboardRow {
     /// Fraction of attributed blocks pointing at the named node, 0.0–1.0. Zero
     /// when `attribution` is `Preimage`.
     pub confidence: f32,
+    /// How many blocks that fraction is out of. A name is offered as soon as one
+    /// node leads, so a row can carry 100% agreement on a single observation —
+    /// the UI needs the count to tell that apart from a settled mapping, and to
+    /// avoid presenting a best-effort guess as an established fact.
+    pub attribution_votes: u32,
     /// Blocks authored inside the window.
     pub blocks: u32,
     /// Share of the window's blocks, 0.0–1.0.
diff --git a/web/src/App.tsx b/web/src/App.tsx
index 3df6f67..10cdeb5 100644
--- a/web/src/App.tsx
+++ b/web/src/App.tsx
@@ -243,6 +243,12 @@ export default function App() {
           Hashrates are estimates from blocks won over a finite window, not measurements of anyone's
           hardware.
         </span>
+        <span>
+          Node names are a best-effort mapping, inferred from which node reported a block to
+          telemetry first — never a claim the miner made. A <code>node?</code> tag marks one resting
+          on a single block or a narrow lead; later blocks correct it. The reward preimage beside it
+          is the only identity the chain itself asserts.
+        </span>
       </footer>
     </div>
   )
diff --git a/web/src/api/generated/LeaderboardRow.ts b/web/src/api/generated/LeaderboardRow.ts
index b54fcbb..580d731 100644
--- a/web/src/api/generated/LeaderboardRow.ts
+++ b/web/src/api/generated/LeaderboardRow.ts
@@ -28,6 +28,13 @@ attribution: AttributionSource,
  * when `attribution` is `Preimage`.
  */
 confidence: number, 
+/**
+ * How many blocks that fraction is out of. A name is offered as soon as one
+ * node leads, so a row can carry 100% agreement on a single observation —
+ * the UI needs the count to tell that apart from a settled mapping, and to
+ * avoid presenting a best-effort guess as an established fact.
+ */
+attribution_votes: number, 
 /**
  * Blocks authored inside the window.
  */
diff --git a/web/src/components/Leaderboard.tsx b/web/src/components/Leaderboard.tsx
index f232d9b..5bc7b4a 100644
--- a/web/src/components/Leaderboard.tsx
+++ b/web/src/components/Leaderboard.tsx
@@ -29,6 +29,9 @@ function Row({
   onSelect: (miner: string) => void
 }) {
   const named = row.attribution === 'telemetry'
+  // Thin evidence: a single supporting block, or a lead the rest of the votes
+  // do not back. Either way the mapping is a guess that a later block may undo.
+  const tentative = named && (row.attribution_votes < 3 || row.confidence < 0.6)
   return (
     <tr className={mine ? 'mine' : undefined}>
       <td className={`rank rank-${row.rank}`}>{row.rank}</td>
@@ -56,14 +59,19 @@ function Row({
           {mine && <span className="chip chip-you">You</span>}
           {named && (
             <span
-              className="chip chip-named"
               // An attributed name is an inference from who reported the block
-              // first, not a claim the miner made. The chip and the confidence
-              // in its tooltip keep that visible rather than presenting a guess
-              // as a fact.
-              title={`Name inferred from telemetry — ${Math.round(row.confidence * 100)}% of recent blocks agree`}
+              // first, not a claim the miner made. A name is offered as soon as
+              // one node leads, so the chip has to distinguish a thin guess from
+              // a settled mapping — `100% of 1` and `86% of 7` are not the same
+              // claim, and a percentage alone cannot tell them apart.
+              className={tentative ? 'chip chip-named chip-guess' : 'chip chip-named'}
+              title={
+                `Name inferred from telemetry: ${Math.round(row.confidence * 100)}% of ` +
+                `${row.attribution_votes} attributed block${row.attribution_votes === 1 ? '' : 's'} ` +
+                `point here. Best effort — a later block can correct it.`
+              }
             >
-              node
+              {tentative ? 'node?' : 'node'}
             </span>
           )}
         </div>
diff --git a/web/src/index.css b/web/src/index.css
index 94f92a2..deb05a5 100644
--- a/web/src/index.css
+++ b/web/src/index.css
@@ -679,6 +679,15 @@ a.ticker-height:hover {
   color: var(--text-muted);
 }
 
+/* A mapping resting on one block, or on a narrow lead. Dashed rather than a
+   second colour: the palette's accent is reserved for identity and alarm, and
+   this is neither — it is the same claim held more loosely, which a change in
+   border weight says without introducing a hue a reader has to decode. */
+.chip-guess {
+  border-style: dashed;
+  opacity: 0.85;
+}
+
 /* Share: the percentage as the direct label, the bar beneath it as magnitude.
    One hue, 4px rounded data-end at the far side, square against the baseline it
    grows from. */