diff --git a/docs/_analysis/rfmi_possible_mentions.html b/docs/_analysis/rfmi_possible_mentions.html
index 225c484..6cdf42f 100644
--- a/docs/_analysis/rfmi_possible_mentions.html
+++ b/docs/_analysis/rfmi_possible_mentions.html
@@ -2,10 +2,10 @@
 title: RFMI Possible mentions
 ---
 
-<main><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput celltag_injected-parameters" id="cell-id=73819da6">
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput" id="cell-id=bcb6d1cf">
+<main><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput celltag_injected-parameters" id="cell-id=714d3cc8">
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput" id="cell-id=ae07291f">
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-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=339308a5">
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=734155a8">
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@@ -14,26 +14,139 @@ <h1 id="Vector-search:-register-of-interests-declarations">Vector search: regist
 </div>
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-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput" id="cell-id=e752fcaa">
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput" id="cell-id=0a403d31">
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-<p>Last run date: 2024-12-10</p>
+<p>Last run date: 2024-12-11</p>
 </div>
 </div>
 </div>
 </div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput" id="cell-id=71918527">
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput" id="cell-id=36b05269">
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs jp-mod-noInput" id="cell-id=8e324ddb">
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput" id="cell-id=a84703f8">
 <div class="jp-Cell-outputWrapper">
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 </div>
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 <div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<h1 id="2024-12-10">2024-12-10</h1>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<h2 id="Fabian-Hamilton-(10256)">Fabian Hamilton (10256)</h2>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="#Fabian-Hamilton-(10256)">🔗</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-10a.863.2">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/10256/register">Register link</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p>match score: 0.72</p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<blockquote>
+<p>I also <strong>declar</strong>e an <strong>interest</strong> in what I am about to say, as I am chair of the British group of the Inter-Parliamentary Union</p>
+</blockquote>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<h2 id="Danny-Kruger-(25913)">Danny Kruger (25913)</h2>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="#Danny-Kruger-(25913)">🔗</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-10a.777.9">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25913/register">Register link</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p>match score: 0.69</p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<blockquote>
+<p>I <strong>declar</strong>e an <strong>interest</strong> as the founder and chairman of a prison rehabilitation charity</p>
+</blockquote>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<h2 id="Tulip-Siddiq-(25344)">Tulip Siddiq (25344)</h2>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="#Tulip-Siddiq-(25344)">🔗</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-10a.811.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25344/register">Register link</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p>match score: 0.68</p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<blockquote>
+<p>I now turn to clause 12, which concerns CGT on carried <strong>interest</strong> gains</p>
+</blockquote>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<h2 id="Yuan-Yang-(26600)">Yuan Yang (26600)</h2>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="#Yuan-Yang-(26600)">🔗</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-10a.843.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26600/register">Register link</a></p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<p>match score: 0.67</p>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
+<blockquote>
+<p>I thank the hon Lady for her intervention, and, at this point, refer to my entry in the <strong>Register</strong> of Members’ Financial <strong>Interest</strong>s and my support from the unionised voices of those who work in the sector to which she referred</p>
+</blockquote>
+</div>
+</div>
+<div class="jp-OutputArea-child">
+<div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
 <h1 id="2024-12-09">2024-12-09</h1>
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@@ -49,7 +162,7 @@ <h2 id="Gideon-Amos-(26531)">Gideon Amos (26531)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.676.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26531/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.676.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26531/register">Register link</a></p>
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@@ -76,7 +189,7 @@ <h2 id="Lisa-Smart-(26556)">Lisa Smart (26556)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.651.3">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26556/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.651.3">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26556/register">Register link</a></p>
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@@ -103,7 +216,7 @@ <h2 id="Mike-Wood-(25362)">Mike Wood (25362)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.741.2">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25362/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.741.2">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25362/register">Register link</a></p>
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@@ -130,7 +243,7 @@ <h2 id="Gareth-Snell-(25601)">Gareth Snell (25601)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.660.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25601/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.660.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25601/register">Register link</a></p>
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@@ -157,7 +270,7 @@ <h2 id="John-Slinger-(26564)">John Slinger (26564)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.710.3">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26564/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.710.3">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/26564/register">Register link</a></p>
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@@ -184,7 +297,7 @@ <h2 id="Bridget-Phillipson-(24709)">Bridget Phillipson (24709)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.648.8">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/24709/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.648.8">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/24709/register">Register link</a></p>
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@@ -211,7 +324,7 @@ <h2 id="Jerome-Mayhew-(25904)">Jerome Mayhew (25904)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.721.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25904/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.721.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25904/register">Register link</a></p>
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@@ -238,7 +351,7 @@ <h2 id="David-Simmonds-(25892)">David Simmonds (25892)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.674.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25892/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.674.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25892/register">Register link</a></p>
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@@ -265,7 +378,7 @@ <h2 id="Si%C3%A2n-Berry-(25752)">Siân Berry (25752)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.683.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25752/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.683.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25752/register">Register link</a></p>
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@@ -292,7 +405,7 @@ <h2 id="David-Lammy-(10678)">David Lammy (10678)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.712.2">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/10678/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.712.2">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/10678/register">Register link</a></p>
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@@ -319,7 +432,7 @@ <h2 id="Jim-Shannon-(13864)">Jim Shannon (13864)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.736.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/13864/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.736.0">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/13864/register">Register link</a></p>
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@@ -346,7 +459,7 @@ <h2 id="Matt-Vickers-(25853)">Matt Vickers (25853)</h2>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09a.763.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25853/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-12-09b.763.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25853/register">Register link</a></p>
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@@ -1618,17 +1731,17 @@ <h2 id="Rachel-Hopkins-(25809)">Rachel Hopkins (25809)</h2>
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-<h2 id="Sarah-Owen-(25823)">Sarah Owen (25823)</h2>
+<h2 id="Matt-Western-(25701)">Matt Western (25701)</h2>
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-<p><a href="#Sarah-Owen-(25823)">🔗</a></p>
+<p><a href="#Matt-Western-(25701)">🔗</a></p>
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-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-11-27a.782.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25823/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-11-27a.783.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25701/register">Register link</a></p>
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@@ -1645,17 +1758,17 @@ <h2 id="Sarah-Owen-(25823)">Sarah Owen (25823)</h2>
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-<h2 id="Matt-Western-(25701)">Matt Western (25701)</h2>
+<h2 id="Sarah-Owen-(25823)">Sarah Owen (25823)</h2>
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-<p><a href="#Matt-Western-(25701)">🔗</a></p>
+<p><a href="#Sarah-Owen-(25823)">🔗</a></p>
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 <div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-OutputArea-output" data-mime-type="text/markdown" tabindex="0">
-<p><a href="https://www.theyworkforyou.com/debates/?id=2024-11-27a.783.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25701/register">Register link</a></p>
+<p><a href="https://www.theyworkforyou.com/debates/?id=2024-11-27a.782.1">Debate link</a> | <a href="https://www.theyworkforyou.com/mp/25823/register">Register link</a></p>
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