luulinh90s/Tabular-LLM-Study-Preference-Ranking

1<html><head>2<style>3body { font-family: Arial, sans-serif; margin: 20px; }4h1 { text-align: center; }5.cot-title { color: blue; }6.pos-title { color: green; }7h2 { color: black; text-align: left; }8h3 { color: black; text-align: left; }9h4 { color: darkslategray; }10table { width: 100%; border-collapse: collapse; margin: 20px 0; }11table, th, td { border: 1px solid #ddd; padding: 8px; }12th { background-color: #f2f2f2; }13tr:nth-child(even) { background-color: #f9f9f9; }14.highlight { background-color: #ffffcc; }15.true { color: green; }16.false { color: red; }17.highlighted-cell { background-color: yellow; cursor: pointer; }18.step-title { background-color: #f1f1f1; color: #444; padding: 10px; margin: 10px 0; font-size: 18px; border-left: 4px solid #888; }19.step { display: block; }20</style>21</head><body>22<h1 class="pos-title">Plan-of-SQLs (Ours)</h1>23<hr>24<h3><span>Statement:</span> when the grid is 5 , the least amount of laps is 43.0</h3>25<h3>Ground-truth:</span> TRUE</h3>26<h3>Input Table: 1987 hungarian grand prix</h3>27<div class="step">28<div class="step">29<div class="step-title">Step 1: Select rows where 'grid' is 5.</div>30<div id="step-1" class="content">31<table>32<tr>33<td>driver</td>34<td>constructor</td>35<td>laps</td>36<td>time___retired</td>37<td>grid</td>38</tr>39<tr>40<td>nelson piquet</td>41<td>williams - honda</td>42<td>76</td>43<td>1:59:26.793</td>44<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">3</span></td>45</tr>46<tr>47<td>ayrton senna</td>48<td>lotus - honda</td>49<td>76</td>50<td>+ 37.727</td>51<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">6</span></td>52</tr>53<tr>54<td>alain prost</td>55<td>mclaren - tag</td>56<td>76</td>57<td>+ 1:27.456</td>58<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">4</span></td>59</tr>60<tr>61<td>thierry boutsen</td>62<td>benetton - ford</td>63<td>75</td>64<td>+ 1 lap</td>65<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">7</span></td>66</tr>67<tr>68<td>riccardo patrese</td>69<td>brabham - bmw</td>70<td>75</td>71<td>+ 1 lap</td>72<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">10</span></td>73</tr>74<tr>75<td>derek warwick</td>76<td>arrows - megatron</td>77<td>74</td>78<td>+ 2 laps</td>79<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">9</span></td>80</tr>81<tr>82<td>jonathan palmer</td>83<td>tyrrell - ford</td>84<td>74</td>85<td>+ 2 laps</td>86<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">16</span></td>87</tr>88<tr>89<td>eddie cheever</td>90<td>arrows - megatron</td>91<td>74</td>92<td>+ 2 laps</td>93<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">11</span></td>94</tr>95<tr>96<td>philippe streiff</td>97<td>tyrrell - ford</td>98<td>74</td>99<td>+ 2 laps</td>100<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">14</span></td>101</tr>102<tr>103<td>ivan capelli</td>104<td>march - ford</td>105<td>74</td>106<td>+ 2 laps</td>107<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">18</span></td>108</tr>109<tr>110<td>alessandro nannini</td>111<td>minardi - motori moderni</td>112<td>73</td>113<td>+ 3 laps</td>114<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">20</span></td>115</tr>116<tr>117<td>piercarlo ghinzani</td>118<td>ligier - megatron</td>119<td>73</td>120<td>+ 3 laps</td>121<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">25</span></td>122</tr>123<tr>124<td>pascal fabre</td>125<td>ags - ford</td>126<td>71</td>127<td>+ 5 laps</td>128<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">26</span></td>129</tr>130<tr>131<td>nigel mansell</td>132<td>williams - honda</td>133<td>70</td>134<td>wheel</td>135<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1</span></td>136</tr>137<tr>138<td>alex caffi</td>139<td>osella - alfa romeo</td>140<td>64</td>141<td>fuel system</td>142<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">21</span></td>143</tr>144<tr>145<td>rené arnoux</td>146<td>ligier - megatron</td>147<td>57</td>148<td>electrical</td>149<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">19</span></td>150</tr>151<tr>152<td>philippe alliot</td>153<td>lola - ford</td>154<td>48</td>155<td>accident</td>156<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">15</span></td>157</tr>158<tr>159<td>martin brundle</td>160<td>zakspeed</td>161<td>45</td>162<td>turbo</td>163<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">22</span></td>164</tr>165<tr>166<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">michele alboreto</span></td>167<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">ferrari</span></td>168<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">43</span></td>169<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">engine</span></td>170<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">5</span></td>171</tr>172<tr>173<td>andrea de cesaris</td>174<td>brabham - bmw</td>175<td>43</td>176<td>gearbox</td>177<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">13</span></td>178</tr>179<tr>180<td>stefan johansson</td>181<td>mclaren - tag</td>182<td>14</td>183<td>gearbox</td>184<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">8</span></td>185</tr>186<tr>187<td>teo fabi</td>188<td>benetton - ford</td>189<td>14</td>190<td>gearbox</td>191<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">12</span></td>192</tr>193<tr>194<td>adrián campos</td>195<td>minardi - motori moderni</td>196<td>14</td>197<td>spun off</td>198<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">24</span></td>199</tr>200<tr>201<td>gerhard berger</td>202<td>ferrari</td>203<td>13</td>204<td>differential</td>205<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">2</span></td>206</tr>207<tr>208<td>christian danner</td>209<td>zakspeed</td>210<td>3</td>211<td>engine</td>212<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">23</span></td>213</tr>214<tr>215<td>satoru nakajima</td>216<td>lotus - honda</td>217<td>1</td>218<td>drive - shaft</td>219<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">17</span></td>220</tr>221</table>222</div>223<hr>224<div class="step">225<div class="step-title">Step 2: Extract the numerical value from the 'laps' column by removing '+', 'lap', and 's' to add column 'num_laps' to existing table.</div>226<div id="step-0" class="content">227<table>228<tr>229<td>driver</td>230<td>constructor</td>231<td>laps</td>232<td>time___retired</td>233<td>grid</td>234</tr>235<tr>236<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">michele alboreto</span></td>237<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">ferrari</span></td>238<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>239<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">engine</span></td>240<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">5</span></td>241</tr>242</table>243</div>244</div>245<hr>246<div class="step">247<div class="step-title">Step 3: Cast to REAL and order the table by 'num_laps' in ascending order and select the first row.</div>248<div id="step-1" class="content">249<table>250<tr>251<td>driver</td>252<td>constructor</td>253<td>laps</td>254<td>time___retired</td>255<td>grid</td>256<td>num_laps</td>257</tr>258<tr>259<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">michele alboreto</span></td>260<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">ferrari</span></td>261<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>262<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">engine</span></td>263<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">5</span></td>264<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>265</tr>266</table>267</div>268</div>269<hr>270<div class="step">271<div class="step-title">Step 4: Select rows where 'num_laps' is 43.0.</div>272<div id="step-2" class="content">273<table>274<tr>275<td>driver</td>276<td>constructor</td>277<td>laps</td>278<td>time___retired</td>279<td>grid</td>280<td>num_laps</td>281</tr>282<tr>283<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">michele alboreto</span></td>284<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">ferrari</span></td>285<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">43</span></td>286<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">engine</span></td>287<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">5</span></td>288<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>289</tr>290</table>291</div>292</div>293<hr>294<div class="step">295<div class="step-title">Step 5: Use a `CASE` statement to return TRUE if the number of rows is equal to 1, otherwise return FALSE.</div>296<div id="step-3" class="content">297<table>298<tr>299<td>driver</td>300<td>constructor</td>301<td>laps</td>302<td>time___retired</td>303<td>grid</td>304<td>num_laps</td>305</tr>306<tr>307<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">michele alboreto</span></td>308<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">ferrari</span></td>309<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>310<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">engine</span></td>311<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">5</span></td>312<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">43</span></td>313</tr>314</table>315</div>316</div>317<hr>318<div class="step">319<div class="step-title">Final output table:</div>320<div id="step-4" class="content">321<table>322<tr>323<td>verification_result</td>324</tr>325<tr>326<td>TRUE</td>327</tr>328</table>329</div>330</div>331<hr>332<div class="step"><h3><span class="true">Prediction: TRUE </span></h3>333<h3>Ground-truth:</span> TRUE</h3></div>334</body></html>335