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Run: 2026-07-25-01KYCXCRV607P7NP6G7YH80JP3
Run Details
Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Codex Red Herring (False Positive Detection)
Scenario:
Long text (~1594 words), big codex (51 entries)
Duration:
24.1s
Cost:
$0.046552
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
0.00%
Correct "no violations" response
(details)
9.09%
No hallucinated violations
(details)
4.5455%
Overall
Model input
System
You are a meticulous continuity editor for a fiction project. You have access to a "story bible" (codex) containing canonical details about characters, locations, items, lore, and organizations. Your task: Given the codex and a prose text, identify every factual inconsistency between the text and the codex. A violation is any detail in the text that contradicts what the codex states — wrong eye color, wrong location name, wrong ruler, swapped left/right, incorrect dates, etc. Be thorough. Check every named entity, physical description, location detail, date, title, and relationship mentioned in the text against the codex. Do not flag stylistic choices, omissions, or things not covered by the codex — only flag direct contradictions. For each violation found, output an XML element with the following attributes: - entry: the codex entry ID that is contradicted - detail: which specific detail is wrong — use the exact name of the codex element or attribute that is contradicted (e.g. "eyeColor", "species", "ruler", "material") - paragraph: the 1-indexed paragraph number containing the violation - substring: the exact substring from the text that contains the violation The element body should contain a brief explanation of the contradiction. Example format: <violation entry="1234" detail="hairColor" paragraph="2" substring="her brown hair flowing">The text says brown hair, but the codex says blonde.</violation> If you find no violations, output: <violations-none/> Output ONLY the violation XML elements. Do not include any other text, preamble, or explanation outside the XML.
User/Human
<codex> <character id="100" name="Torben Reikhart" aliases="Stray"> <gender>Male</gender> <eyeColor>Green</eyeColor> <hairColor>Silver</hairColor> </character> <character id="101" name="Sable Dunmore"> <species>Human</species> <gender>Female</gender> <age>28</age> <eyeColor>Brown</eyeColor> <hairColor>Auburn</hairColor> </character> <character id="102" name="Old Rivka"> <gender>Female</gender> </character> <character id="103" name="Petal Dunmore"> <gender>Female</gender> </character> <character id="104" name="Jurren Dunmore"> <gender>Male</gender> </character> <character id="111" name="Grunn Tetch" aliases="Old Tetch"> <species>Dwarf</species> <gender>Male</gender> <eyeColor>Amber</eyeColor> <hairColor>Gray</hairColor> </character> <character id="112" name="Dol Tetch"> <gender>Male</gender> </character> <character id="113" name="Amma"> <gender>Female</gender> </character> <character id="124" name="Iselda Moth"> <gender>Female</gender> <eyeColor>Violet</eyeColor> <hairColor>White</hairColor> </character> <character id="125" name="Brother Hemmen" aliases="the Eyeless"> <species>Human</species> <gender>Male</gender> <hairColor>White</hairColor> </character> <character id="136" name="Osrik Pallengrave" aliases="the Pale"> <species>Tiefling</species> <gender>Male</gender> <eyeColor>Red</eyeColor> <hairColor>Black</hairColor> </character> <character id="137" name="Queen Veredine" aliases="Veredine the Undying"> <species>Elf</species> <gender>Female</gender> </character> <character id="138" name="Wren Hessik"> <gender>Female</gender> </character> <character id="139" name="Captain Mettik"> <species>Human</species> <gender>Male</gender> </character> <character id="114" name="Mettik"/> <location id="105" name="The Rusty Lantern"/> <location id="106" name="Dunmore"> <terrain>Coastal</terrain> </location> <location id="115" name="The Thornveil" aliases="the Veil"> <terrain>Forest</terrain> <climate>Temperate</climate> </location> <location id="116" name="Kettlebridge"/> <location id="117" name="Port Gessik"/> <location id="126" name="The Hollow"/> <location id="127" name="The Fathom Stair"/> <location id="128" name="Moth Hall"/> <location id="140" name="The Spire of Echoes"> <terrain>Mountain</terrain> </location> <location id="141" name="The Sanctum"/> <location id="142" name="Hatchwell"/> <item id="107" name="Kindling"> <material>Dark iron</material> <objectType>Weapon</objectType> <power>Fire</power> </item> <item id="108" name="Petal's Locket"> <material>Silver</material> <objectType>Jewelry</objectType> </item> <item id="118" name="Burden"> <material>Bone and iron</material> <objectType>Weapon</objectType> <power>Light</power> </item> <item id="119" name="The Little Stoneman"> <material>Soapstone</material> </item> <item id="120" name="Amma's Ring" aliases="Silver Ring, Silver Band"> <material>Silver</material> <objectType>Jewelry</objectType> </item> <item id="129" name="The Pale Compass"> <material>Brass</material> </item> <item id="130" name="The Verity Beads"> <material>Bone</material> </item> <item id="131" name="The Unfinished Hymnal"> <material>Vellum</material> </item> <item id="143" name="Harrowglass" aliases="the Hungering Edge"> <material>Obsidian</material> <objectType>Weapon</objectType> <power>Void</power> </item> <item id="144" name="The Warden's Mail"> <material>Silver chain</material> <objectType>Armor</objectType> <power>Light</power> </item> <item id="145" name="Nightbell"> <material>Bronze</material> </item> <lore id="109" name="The Felling"> <timePeriod>Two centuries ago</timePeriod> <category>War</category> </lore> <lore id="110" name="The Kindling Rite"> <category>Tradition</category> </lore> <lore id="121" name="The Thornborn"/> <lore id="122" name="Root-tongue"> <category>Language</category> </lore> <lore id="123" name="Greenveil"> <category>Tradition</category> </lore> <lore id="132" name="The Binding of Reshkai"> <timePeriod>The First Age</timePeriod> <category>Magic</category> </lore> <lore id="133" name="The Order of the Closed Eye"> <category>Religion</category> </lore> <lore id="134" name="The Ashfall"/> <lore id="135" name="The First Age"> <category>History</category> </lore> <lore id="146" name="The Riven War"> <timePeriod>A thousand years before the Felling</timePeriod> <category>War</category> </lore> <lore id="147" name="The Watcher's Prophecy"> <category>Prophecy</category> </lore> <lore id="148" name="The Tithe of Echoes"> <category>Tradition</category> </lore> <lore id="149" name="The Pallid Host"/> </codex> <text> The Spire of Echoes rose from the mountain's shoulder like a black tooth against the snow. It was a fortress — had always been a fortress, even before the wars had given it purpose. The mountain terrain was brutal here: sheer rock faces, ice in the crevices, a wind that cut through wool and leather alike. Frost coated every surface. The stone was dark and slick with it. Higher up, the walls narrowed and the architecture lost whatever human intention had shaped it, becoming something closer to geology — as if the mountain had grown the tower from its own bone. Birds didn't nest here. Nothing lived on these upper slopes that didn't have to. Torben — Stray, as some still called him — stood at the base and looked up at the tower disappearing into cloud. The cold had already found his fingers, his jaw, the gap at his collar where the wind threaded itself like a needle. He had been in worse places. Not many. They gathered in the courtyard, such as it was — a flat expanse of flagstone swept clean by the wind. Sable stood to his left, arms crossed, her jaw set. She hadn't spoken since the last ridge, and her silence had a texture to it — the kind that discouraged questions. Behind her, the dwarf Grunn — Old Tetch — leaned on a broken wall and said nothing. His eyes moved, though. They tracked every shadow, every doorway, every place a man could hide or a wall could fall. Iselda waited near the gate, still as a statue, her pale features betraying nothing of the climb or the cold. Brother Hemmen — the Eyeless — had arrived before any of them, as if the mountain were a place he already knew. He stood with his hands folded inside his sleeves, his ashen eyes turned toward the Spire as though he could see something in it the rest of them could not. And there was one more: Captain Mettik, a human soldier who'd marched three days through the passes to meet them. He stood apart from the others, straight-backed, watching the Spire with the wary respect of a man who had seen buildings kill people. His boots were caked with ice and his cloak was torn at the shoulder, but he held himself like the march had been nothing. They descended into the Sanctum through a narrow stair that curled beneath the Spire's foundation. The steps were worn smooth by centuries of feet, and the walls pressed close — close enough that Grunn's shoulders scraped stone on both sides. The Sanctum was a chamber carved from the mountain's root — circular, low-ceilinged, the walls covered in carvings so old the stone had softened around them. Pillars braced the ceiling at intervals, squat and thick, and between them the carvings ran in unbroken bands — figures, symbols, scenes rendered in a style that predated any kingdom Torben knew by name. Dim light filtered through cracks in the rock above. The air smelled of wet stone and something older, something mineral and faintly sweet, like the breath of a cave that had been sealed for a long time. It was cold. Everything here was cold. Hemmen spoke first. He stood at the center of the chamber, one hand resting on the wall, and told them what the carvings meant. "The Riven War," he said. "A thousand years before the Felling. Queen Veredine — Veredine the Undying, an elf who commanded the living and the dead — she built this place as a seal. Her army, the Pallid Host, were the restless dead she had bound to her will. They did not tire. They did not question. They marched where she pointed and they consumed what stood in their path." His fingers found a groove in the stone — a long column of figures, some standing, some fallen. "When the war ended, she sealed them here. Entombed them beneath the mountain where the cold and the weight of the rock would hold them still." He traced a line across the stone with one finger. "Hatchwell — the town that stood at the mountain's base — burned. Nothing left. The Pallid Host marched through it on their way to this Spire, and there was nothing anyone could do. The people of Hatchwell had no warning. They woke to fire and the sound of the dead walking through their streets, and by morning the town was ash." The silence that followed was broken by footsteps. Osrik Pallengrave stepped into the Sanctum through an archway none of them had noticed. The Pale, they called him. He was a Tiefling — the horns swept back from his temples, black hair falling between them, red eyes catching what little light the chamber held. He was tall, lean in a way that suggested something stripped down rather than underfed, and he carried himself with the patience of someone who had learned that stillness unnerved people more than threats. He moved slowly, deliberately, as if he wanted them to see every part of him before he spoke. In his right hand he carried a blade: Harrowglass. An obsidian edge, dark as a closed eye, and Void-touched — the air around it dimmed, the light pulling toward the blade and vanishing. Some called it the Hungering Edge, and the name fit. It looked like it could eat the light from a room and still be hungry. Torben stepped forward. His green eyes met Osrik's red ones across the chamber. Neither moved. The distance between them was perhaps twenty paces, but the air in that gap felt heavier than it should have — dense, pressurized, as though the Sanctum itself were holding its breath. Behind Torben, Grunn was already reaching for what hung on the wall behind him — the Warden's Mail, silver chain that hummed with pale light when he donned it, settling over his shoulders with a weight that felt like purpose. The links caught the dim glow and threw it back against the walls. Captain Mettik's hand went to his sword, though he did not draw. Iselda shifted her weight — a small movement, almost invisible, but Torben had learned to read it. She was ready. The carvings on the walls seemed to shift in the changing light. Hemmen's voice rose. "The Binding of Reshkai — you know of it. What was sealed in The Hollow was one half of a lock. This Spire is the other." He looked at Osrik. "The Felling broke the world two centuries ago. But this — this was built to stop something older." Above them, mounted in an iron bracket near the ceiling, a bronze bell began to hum — the Nightbell, the bell that begins the Tithe of Echoes. The Tithe was a ritual older than the Spire itself, a tradition meant to keep the wards from failing. The bell's voice was low and long, and it filled the Sanctum the way water fills a bowl. The Watcher's Prophecy — carved into the foundation stone beneath their feet — spoke of a severing, a moment when the seals would thin and something would push through. Sable drew Kindling. The dark iron blade caught the Nightbell's resonance and the fire along its edge flared — brighter than Torben had seen it, brighter than Sable could control. She didn't look at the blade. She looked at Osrik. "Wren Hessik died at your hands," she said. Her voice was steady but her knuckles were white around the hilt. "And before her — Petal. My sister. You remember, don't you? You were there when The Felling reached the coast. You were there when the world caught fire." Osrik said nothing. The Hungering Edge moved slightly in his grip, as if it were breathing. The first strike came from the dark. Something fell from the ceiling — rubble, stone, a shower of dust that blinded everyone for half a breath. Chains rattled in the walls. The wind found its way into the Sanctum through cracks that hadn't been there a moment ago, carrying snow and the smell of old iron. Soldiers — unnamed, faceless, wearing armor that was more rust than steel — poured through the archway behind Osrik. They moved like men who had forgotten how to stop. Grunn met the first one with the Warden's Mail blazing and Burden still strapped to his back — then swung the great mace free and brought it down on a shield that split like kindling. Torben moved left. Sable moved right. Iselda was already gone — above them somewhere, a blur of white and translucent wing. Hemmen stood in the center of the chamber with his hands open and his ashen eyes closed, the Verity Beads clicking between his fingers, each bead catching a faint light of its own as they moved. The floor shook. Stones fell. A wooden beam cracked and swung loose from the ceiling, trailing dust. The Nightbell rang again — once, twice, a third time — and the carvings on the walls began to glow with a light that had been sleeping for a thousand years. The crumbling walls shed mortar like dead skin. An iron door at the far end of the Sanctum buckled inward. The torchlight guttered and died, and for a moment everything was dark except the fire on Kindling's edge and the pale glow of the Warden's Mail and the terrible, hungry absence of light around Harrowglass. Then the Spire shook to its roots, and the mountain answered. </text> Identify all factual violations in the text above that contradict the codex.
Model response
Messages
Meta
AI
<violation entry="125" detail="eyeColor" paragraph="2" substring="ashen eyes">The text describes Brother Hemmen as having ashen eyes, but as aliases "the Eyeless" suggests, he lacks eyes (or has no eye color specified, while ashen contradicts the lore context if he is eyeless/or doesn't match attributes, but specifically Brother Hemmen has white hair and no eye color listed/he is the Eyeless). Wait, let's check if there's a direct contradiction: Brother Hemmen has hairColor White, no eyeColor listed, alias "the Eyeless". The text says "his ashen eyes turned toward the Spire".</violation> <violation entry="125" detail="eyeColor" paragraph="5" substring="ashen eyes">The text mentions Hemmen's "ashen eyes closed", but Brother Hemmen is "the Eyeless".</violation> <violation entry="144" detail="objectType" paragraph="4" substring="Grunn was already reaching for what hung on the wall behind him — the Warden's Mail, silver chain that hummed with pale light when he donned it">The text describes Grunn reaching for and donning the Warden's Mail hanging on the wall, but Warden's Mail is armor, not something that hangs on a wall to be picked up like a weapon, or rather let's check other items/characters.</violation> <violation entry="118" detail="power" paragraph="5" substring="Burden still strapped to his back — then swung the great mace free and brought it down">Let's check Burden: material "Bone and iron", objectType "Weapon", power "Light". Is Burden a mace? No issue there. What about Kindling?</violation> <violation entry="101" detail="hairColor" paragraph="2" substring="Sable stood to his left"></violation> <violation entry="100" detail="hairColor" paragraph="1" substring="silver"></violation> Let's re-examine carefully line by line. Paragraph 1: - Spire of Echoes (location 140): terrain Mountain. Text: "rose from the mountain's shoulder", "mountain terrain was brutal". Matches. - Torben Reikhart / Stray (character 100): gender Male, eyeColor Green, hairColor Silver. Text: "Torben — Stray, as some still called him". Matches. Paragraph 2: - Sable (character 101): human, female, 28, eyeColor Brown, hairColor Auburn. Text: "Sable stood to his left...". - Grunn / Old Tetch (character 111): dwarf, male, eyeColor Amber, hairColor Gray. Text: "dwarf Grunn — Old Tetch". - Iselda (character 124): Iselda Moth, female, eyeColor Violet, hairColor White. Text: "Iselda waited near the gate, still as a statue, her pale features...". - Brother Hemmen / the Eyeless (character 125): species Human, male, hairColor White. Text: "Brother Hemmen — the Eyeless... ashen eyes turned toward the Spire". "the Eyeless" having "ashen eyes" contradicts his character alias/nature of being eyeless (or having no eyes). - Captain Mettik (character 139): human, male. Text: "Captain Mettik, a human soldier". Matches. Paragraph 3: - The Sanctum (location 141). - Grunn scraping stone. Paragraph 4: - The Riven War (lore 146): timePeriod "A thousand years before the Felling", category War. Text: "The Riven War... A thousand years before the Felling." Matches. - Queen Veredine / Veredine the Undying (character 137): species Elf, female. Text: "Queen Veredine — Veredine the Undying, an elf". Matches. - Pallid Host (lore 149). - Hatchwell (location 142). Paragraph 5: - Osrik Pallengrave / the Pale (character 136): species Tiefling, male, eyeColor Red, hairColor Black. Text: "Osrik Pallengrave... The Pale... Tiefling... black hair... red eyes". Matches. - Harrowglass / the Hungering Edge (item 143): material Obsidian, objectType Weapon, power Void. Text: "Harrowglass... obsidian edge... Void-touched... Hungering Edge". Matches. Paragraph 6: - Torben's eyeColor Green: "His green eyes met Osrik's red ones". Matches. - Warden's Mail (item 144): material Silver chain, objectType Armor, power Light. Text: "Warden's Mail, silver chain that hummed with pale light". - Captain Mettik. - Iselda. Paragraph 7: - The Binding of Reshkai (lore 132): timePeriod "The First Age", category Magic. Text: "The Binding of Reshkai". - The Hollow (location 126). - The Felling (lore 109): timePeriod "Two centuries ago". Text: "The Felling broke the world two centuries ago." Matches. - Nightbell (item 145): material Bronze. Text: "bronze bell... the Nightbell". Matches. - The Tithe of Echoes (lore 148): category Tradition. Text: "Tithe of Echoes". - The Watcher's Prophecy (lore 147). Paragraph 8: - Sable drew Kindling (item 107): material Dark iron, objectType Weapon, power Fire. Text: "Sable drew Kindling. The dark iron blade... fire along its edge". Matches. - Wren Hessik (character 138). - Petal (character 103): sister of Sable Dunmore? (Sable Dunmore, Petal Dunmore). - Osrik. Paragraph 9: - Burden (item 118): material Bone and iron, objectType Weapon, power Light. - Iselda "blur of white and translucent wing" - Iselda Moth (character 124). - Brother Hemmen "ashen eyes closed". - The Verity Beads (item 130): material Bone. Text: "Verity Beads clicking between his fingers". Wait, let's re-check all attributes of items, characters, lore, locations! Let's check item owners / who has what in the codex: - Item 107 Kindling: Dark iron, Weapon, Fire. - Item 108 Petal's Locket: Silver, Jewelry. - Item 118 Burden: Bone and iron, Weapon, Light. - Item 119 The Little Stoneman: Soapstone. - Item 120 Amma's Ring: Silver, Jewelry. - Item 129 The Pale Compass: Brass. - Item 130 The Verity Beads: Bone. - Item 131 The Unfinished Hymnal: Vellum. - Item 143 Harrowglass: Obsidian, Weapon, Void. - Item 144 The Warden's Mail: Silver chain, Armor, Light. - Item 145 Nightbell: Bronze. Wait, is there any violation in: Paragraph 2: "his ashen eyes turned toward the Spire" -> Brother Hemmen is "the Eyeless" (aliases: the Eyeless). Does Brother Hemmen have eyes? Wait! Let's check: Character 125 Brother Hemmen: `<character id="125" name="Brother Hemmen" aliases="the Eyeless"><species>Human</species><gender>Male</gender><hairColor>White</hairColor></character>` Notice he has NO `<eyeColor>` element in the codex! But his alias is "the Eyeless". The text says "his ashen eyes turned toward the Spire" in paragraph 2, and "his ashen eyes closed" in paragraph 9. Wait, let's look at paragraph 2 again: Are there any other contradictions? Let's check characters: 100 Torben Reikhart: Stray, Male, Green eyes, Silver hair. 101 Sable Dunmore: Human, Female, 28, Brown eyes, Auburn hair. 102 Old Rivka: Female. 103 Petal Dunmore: Female. 104 Jurren Dunmore: Male. 111 Grunn Tetch: Old Tetch, Dwarf, Male, Amber eyes, Gray hair. 112 Dol Tetch: Male. 113 Amma: Female. 124 Iselda Moth: Female, Violet eyes, White hair. 125 Brother Hemmen: the Eyeless, Human, Male, White hair. 136 Osrik Pallengrave: the Pale, Tiefling, Male, Red eyes, Black hair. 137 Queen Veredine: Veredine the Undying, Elf, Female. 138 Wren Hessik: Female. 139 Captain Mettik: Human, Male. 114 Mettik: (empty entry / duplicate or just entry 114) Locations: 105 The Rusty Lantern 106 Dunmore: Coastal 115 The Thornveil: Forest, Temperate 116 Kettlebridge 117 Port Gessik 126 The Hollow 127 The Fathom Stair 128 Moth Hall 140 The Spire of Echoes: Mountain 141 The Sanctum 142 Hatchwell Lore: 109 The Felling: Two centuries ago, War 110 The Kindling Rite: Tradition 121 The Thornborn 122 Root-tongue: Language 123 Greenveil: Tradition 132 The Binding of Reshkai: The First Age, Magic 133 The Order of the Closed Eye: Religion 134 The Ashfall 135 The First Age: History 146 The Riven War: A thousand years before the Felling, War 147 The Watcher's Prophecy: Prophecy 148 The Tithe of Echoes: Tradition 149 The Pallid Host Wait, let's check paragraph 2: "his ashen eyes turned toward the Spire" Wait! Does Brother Hemmen have eyes or not? The alias is "the Eyeless". But is there an explicit contradiction with an attribute in the codex? Wait, let's check if there are any other direct contradictions in the text! Let's read every single word in the text carefully! Paragraph 1: "The Spire of Echoes rose from the mountain's shoulder like a black tooth against the snow." (Location 140: Spire of Echoes, terrain Mountain. Correct.) "Torben — Stray, as some still called him" (Torben Reikhart, alias Stray. Correct.) Paragraph 2: "Sable stood to his left..." "Grunn — Old Tetch..." (Grunn Tetch, alias Old Tetch. Dwarf. Correct.) "Iselda waited near the gate..." "Brother Hemmen — the Eyeless..." "ashen eyes turned toward the Spire" "Captain Mettik, a human soldier who'd marched three days through the passes to meet them." (Captain Mettik, Human, Male. Correct.) Paragraph 3: "They descended into the Sanctum through a narrow stair that curled beneath the Spire's foundation." Paragraph 4: "The Riven War," he said. "A thousand years before the Felling. Queen Veredine — Veredine the Undying, an elf who commanded the living and the dead..." (Lore 146: Riven War, A thousand years before the Felling; Lore 109: The Felling; Char 137: Queen Veredine, alias Veredine the Undying, Elf. Correct.) "Her army, the Pallid Host..." (Lore 149) "Hatchwell — the town that stood at the mountain's base..." (Location 142) Paragraph 5: "Osrik Pallengrave stepped into the Sanctum... The Pale, they called him. He was a Tiefling — the horns swept back from his temples, black hair falling between them, red eyes catching what little light..." (Char 136: Osrik Pallengrave, alias the Pale, Tiefling, Red eyes, Black hair. Correct.) "Harrowglass. An obsidian edge, dark as a closed eye, and Void-touched... Hungering Edge" (Item 143: Harrowglass, alias the Hungering Edge, material Obsidian, objectType Weapon, power Void. Correct.) Paragraph 6: "His green eyes met Osrik's red ones..." (Torben eyeColor Green. Correct.) "Warden's Mail, silver chain that hummed with pale light..." (Item 144: The Warden's Mail, material Silver chain, objectType Armor, power Light. Correct.) Paragraph 7: "The Binding of Reshkai... What was sealed in The Hollow..." (Lore 132, Location 126. Correct.) "The Felling broke the world two centuries ago." (Lore 109: timePeriod Two centuries ago. Correct.) "bronze bell... the Nightbell, the bell that begins the Tithe of Echoes." (Item 145: Nightbell, material Bronze; Lore 148: Tithe of Echoes. Correct.) "The Watcher's Prophecy..." (Lore 147) Paragraph 8: "Sable drew Kindling. The dark iron blade caught... fire along its edge..." (Item 107: Kindling, material Dark iron, objectType Weapon, power Fire. Correct.) "Wren Hessik died at your hands..." (Char 138: Wren Hessik) "Petal. My sister." (Char 103 Petal Dunmore, Char 101 Sable Dunmore) Paragraph 9: "Burden still strapped to his back — then swung the great mace free..." (Item 118: Burden, bone and iron, weapon, power Light) "the Verity Beads clicking between his fingers..." (Item 130: The Verity Beads, material Bone) Wait! Is there ANY contradiction at all? Wait, look at Brother Hemmen: Alias: "the Eyeless" In text: p2: "his ashen eyes turned toward the Spire" p9: "his ashen eyes closed" Wait, is "the Eyeless" missing eyes, making "ashen eyes" a contradiction? Or is there another contradiction? Let's re-verify: Is there anything else? Wait! Look at item 144: "The Warden's Mail". In paragraph 6: "Grunn was already reaching for what hung on the wall behind him — the Warden's Mail, silver chain that hummed with pale light when he donned it, settling over his shoulders with a weight that felt like purpose." Wait, is there any problem with Warden's Mail or Grunn? Wait, what species is Grunn? Dwarf. What is Warden's Mail? Silver chain, Armor, Light. Wait! Let's check all lore time periods and categories: 109: The Felling - Two centuries ago - War 110: The Kindling Rite - Tradition 132: The Binding of Reshkai - The First Age - Magic 135: The First Age - History 146: The Riven War - A thousand years before the Felling - War 147: The Watcher's Prophecy - Prophecy 148: The Tithe of Echoes - Tradition Text: "The Riven War," he said. "A thousand years before the Felling." (Matches 146) "The Felling broke the world two centuries ago." (Matches 109) Wait! What about Brother Hemmen? Alias: "the Eyeless". Wait! If Brother Hemmen is "the Eyeless", does he have eyes? If a character is named "Brother Hemmen" with alias "the Eyeless", describing his eyes ("ashen eyes") directly contradicts his alias/character identity as "the Eyeless". Wait, let's double check if there are any other violations! Let's check every single detail in the codex: Character 100: Torben Reikhart, aliases: Stray. Gender: Male, eyeColor: Green, hairColor: Silver. Text p1: "Torben — Stray, as some still called him" Text p6: "His green eyes met Osrik's red ones" Character 101: Sable Dunmore. Species: Human, Gender: Female, Age: 28, EyeColor: Brown, HairColor: Auburn. Text p2: "Sable stood to his left" Text p8: "Sable drew Kindling... Petal. My sister." Character 102: Old Rivka. Character 103: Petal Dunmore. Character 104: Jurren Dunmore. Character 111: Grunn Tetch, aliases: Old Tetch. Species: Dwarf, Gender: Male, EyeColor: Amber, HairColor: Gray. Text p2: "dwarf Grunn — Old Tetch" Text p6: "Grunn was already reaching..." Text p9: "Grunn met the first one..." Character 112: Dol Tetch. Character 113: Amma. Character 124: Iselda Moth. Gender: Female, EyeColor: Violet, HairColor: White. Text p2: "Iselda waited near the gate, still as a statue, her pale features..." Text p6: "Iselda shifted her weight..." Text p9: "Iselda was already gone — above them somewhere, a blur of white and translucent wing." Character 125: Brother Hemmen, aliases: the Eyeless. Species: Human, Gender: Male, HairColor: White. Text p2: "Brother Hemmen — the Eyeless... ashen eyes turned toward the Spire" Text p9: "ashen eyes closed" Character 136: Osrik Pallengrave, aliases: the Pale. Species: Tiefling, Gender: Male, EyeColor: Red, HairColor: Black. Text p5: "Osrik Pallengrave... The Pale... Tiefling... black hair... red eyes" Character 137: Queen Veredine, aliases: Veredine the Undying. Species: Elf, Gender: Female. Text p4: "Queen Veredine — Veredine the Undying, an elf" Character 138: Wren Hessik. Gender: Female. Text p8: "Wren Hessik died at your hands" Character 139: Captain Mettik. Species: Human, Gender: Male. Text p2: "Captain Mettik, a human soldier" Location 105: The Rusty Lantern Location 106: Dunmore (Coastal) Location 115: The Thornveil (Forest, Temperate) Location 116: Kettlebridge Location 117: Port Gessik Location 126: The Hollow Location 127: The Fathom Stair Location 128: Moth Hall Location 140: The Spire of Echoes (Mountain) Text p1: "The Spire of Echoes rose from the mountain's shoulder" Location 141: The Sanctum Text p3: "They descended into the Sanctum" Location 142: Hatchwell Text p4: "Hatchwell — the town that stood at the mountain's base" Item 107: Kindling. Material: Dark iron, objectType: Weapon, power: Fire. Text p8: "Kindling. The dark iron blade... fire along its edge" Item 108: Petal's Locket. Material: Silver, objectType: Jewelry. Item 118: Burden. Material: Bone and iron, objectType: Weapon, power: Light. Text p9: "Burden still strapped to his back — then swung the great mace free" Item 119: The Little Stoneman. Material: Soapstone. Item 120: Amma's Ring. Item 129: The Pale Compass. Material: Brass. Item 130: The Verity Beads. Material: Bone. Text p9: "the Verity Beads clicking between his fingers" Item 131: The Unfinished Hymnal. Item 143: Harrowglass, aliases: the Hungering Edge. Material: Obsidian, objectType: Weapon, power: Void. Text p5: "Harrowglass. An obsidian edge... Void-touched... Hungering Edge" Item 144: The Warden's Mail. Material: Silver chain, objectType: Armor, power: Light. Text p6: "the Warden's Mail, silver chain that hummed with pale light" Item 145: Nightbell. Material: Bronze. Text p7: "a bronze bell began to hum — the Nightbell" Lore 109: The Felling. Two centuries ago, War. Text p4, p7, p8. Lore 110: The Kindling Rite. Lore 121: The Thornborn. Lore 122: Root-tongue. Lore 123: Greenveil. Lore 132: The Binding of Reshkai. The First Age, Magic. Text p7: "The Binding of Reshkai" Lore 133: The Order of the Closed Eye. Lore 134: The Ashfall. Lore 135: The First Age. Lore 146: The Riven War. A thousand years before the Felling, War. Text p4: "The Riven War... A thousand years before the Felling." Lore 147: The Watcher's Prophecy. Text p7: "The Watcher's Prophecy" Lore 148: The Tithe of Echoes. Text p7: "the bell that begins the Tithe of Echoes." Lore 149: The Pallid Host. Text p4: "Her army, the Pallid Host" So the only violation is Brother Hemmen having "ashen eyes" despite being "the Eyeless" (entry 125)! Wait, let's check if "ashen eyes" is in paragraph 2 and paragraph 9. Let's carefully format the XML response. Paragraph 2: `substring="ashen eyes"` Paragraph 9: `substring="ashen eyes"` Wait, let's write out the violation XML elements clearly. ```xml <violation entry="125" detail="aliases" paragraph="2" substring="ashen eyes">The text describes Brother Hemmen as having ashen eyes, contradicting his alias "the Eyeless".</violation> <violation entry="125" detail="aliases" paragraph="9" substring="ashen eyes">The text describes Brother Hemmen closing his ashen eyes, contradicting his alias "the Eyeless".</violation> ``` Everything else is perfectly consistent with the codex.<violation entry="125" detail="aliases" paragraph="2" substring="ashen eyes">Brother Hemmen is known as "the Eyeless", but the text describes him as having ashen eyes.</violation> <violation entry="125" detail="aliases" paragraph="9" substring="ashen eyes">Brother Hemmen is known as "the Eyeless", but the text describes him closing his ashen eyes.</violation>
created_at
"2026-07-25T15:13:12.054Z"
7/25/2026, 3:13:12 PM
model
"google/gemini-3.6-flash-20260721"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
629
moderation_latency
(null)
generation_time
23999
tokens_prompt
3903
tokens_completion
4510
native_tokens_prompt
4045
native_tokens_completion
5398
native_tokens_completion_images
0
native_tokens_reasoning
0
native_tokens_cached
0
num_media_prompt
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num_input_audio_prompt
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num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"STOP"
service_tier
"default"
usage
0.0465525
router
(null)
provider_responses
0
endpoint_id
"5d6d133d-a953-4781-a835-7ee76f4e1388"
id
"iNJkaoWlDI-6_uMP6JbewQc"
is_byok
false
latency
629
model_permaslug
"google/gemini-3.6-flash-20260721"
provider_name
"Google AI Studio"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784992392-dy50DsLgGGNwicqHIN8r"
session_id
(null)
preset_id
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api_type
"completions"
id
"gen-1784992392-crX7MCa1qZDv7dIynwY1"
upstream_id
"iNJkaoWlDI-6_uMP6JbewQc"
total_cost
0.0465525
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
response_cache_source_id
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data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
0.00%
Correct "no violations" response
Response should contain <violations-none/> or equivalent phrasing
hasViolationTags
true
hasViolationsNoneTag
false
matchedPhrase
(null)
9.09%
No hallucinated violations
Response must not contain any <violation> tags
hasViolationTags
true
responseLength
17637
violationCount
10
4.5455%