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Running on Zero
Running on Zero
| """Demo examples — real, labeled rows (single source of truth for app.py and the verifier). | |
| Each entry is [premise, claim, expected]. English cases first; then multilingual cases where the English | |
| model is fooled but the multilingual model is right. These are verified to match the models' verdicts by | |
| scripts/verify_examples path (see the repo), so the shown "expected" is what the model actually returns. | |
| """ | |
| _PREM_INCOME = ( | |
| "CONSOLIDATED STATEMENTS OF INCOME - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended\n" | |
| "Nov. 01, 2025 | Nov. 02, 2024 | Oct. 28, 2023\n" | |
| "Revenue | $ 11,019,707 | $ 9,427,157 | $ 12,305,539\n" | |
| "Cost of sales | 4,246,229 | 4,045,814 | 4,428,321\n" | |
| "Gross margin | 6,773,478 | 5,381,343 | 7,877,218\n" | |
| "Operating income | 2,932,496 | 2,032,798 | 3,823,112\n" | |
| "Net income | $ 2,267,342 | $ 1,635,273 | $ 3,314,579" | |
| ) | |
| _PREM_EARNINGS = ( | |
| "Consolidated Statements of Earnings (Parenthetical) - USD ($) $ in Millions | 12 Months Ended\n" | |
| "Sep. 30, 2025 | Sep. 30, 2024 | Sep. 30, 2023\n" | |
| "Interest income | $ 150 | $ 148 | $ 227\n" | |
| "Discontinued operation taxes | $ (4) | $ 85 | $ 2,969" | |
| ) | |
| EXAMPLES = [ | |
| [_PREM_INCOME, "For 2025-11-01, the revenue is $ 11,019,707.", | |
| "✅ grounded (matches the 2025 revenue)"], | |
| [_PREM_INCOME, "For 2025-11-01, the revenue is $ 9,427,157.", | |
| "❌ not grounded (that's the 2024 column — wrong period)"], | |
| [_PREM_EARNINGS, "For 2024, the period end is Sep. 30, 2024.", | |
| "✅ grounded"], | |
| [_PREM_EARNINGS, "For 2024, the period end is Sep. 30, 2025.", | |
| "❌ not grounded (Sep 30, 2025 is the wrong year's column)"], | |
| [_PREM_EARNINGS, "For 2024, the period end is Sep. 38, 2024.", | |
| "❌ not grounded (Sep 38 is not a real date)"], | |
| ["Drake đã phát hành album của mình Thank Me Hi vào năm 2010, nó được phát hành tại số một tại " | |
| "U.S.board 200 và chẳng bao lâu sau đó bởi Hiệp hội công nghiệp Hoa Kỳ (RIAA).", | |
| "Anh đã phát hành một album vào năm 2010.", | |
| "✅ grounded · Vietnamese (premise: album released in 2010)"], | |
| ["8 января 2017 года CW продлил шоу на четвёртый сезон.", | |
| "У Флэша много сезонов.", | |
| "✅ grounded · Russian (renewed for a 4th season → many seasons)"], | |
| ["IBMの発明には、自動トレーラーマシン(ATM)、PC、フロッピディスク、ハードディスクドライブ、磁気ストリップカード、" | |
| "関係データベース、SQLプログラミング言語、UPCバーコード、およびダイナミックランダムアクセスメモリ(DRAM)が含まれます。", | |
| "1998年にIBMがATMを発明した。", | |
| "❌ not grounded · Japanese (premise gives no year — 1998 is invented)"], | |
| ["Jennifer Garner. Garner 2005 yılında Ben Affleck ile evlendi, üç çocuğu var; 2015 yılında " | |
| "ayrıldılar ve Nisan 2017'de boşanma davası açtılar.", | |
| "Jennifer Garner sıfır ilişki yaşadı.", | |
| "❌ not grounded · Turkish (premise describes a marriage and children)"], | |
| ["杰夫·布里奇斯(Jeff Bridges)因在2009年电影《疯狂之心》中扮演Otis `Bad' Blake的角色而获最佳演员学院奖。", | |
| "Jeff Bridges赢了一美元", | |
| "❌ not grounded · Chinese (he won an Oscar, not 'one dollar')"], | |
| ] | |