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Run: 2026-02-21-01KJ15C2CCNV38D2CC6KMMVT4V
Run Details
Model:
Writer: Palmyra X5
Test:
Codex Red Herring (False Positive Detection)
Scenario:
Long text (~1594 words), big codex (51 entries)
Duration:
35.0s
Cost:
$0.018659
Provider:
Amazon Bedrock
Evaluation summary
Score
Evaluator
Details Link
50.00%
Correct "no violations" response
(details)
33.33%
No hallucinated violations
(details)
41.6667%
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="145" detail="material" paragraph="6" substring="a bronze bell began to hum — the Nightbell">The codex states Nightbell is made of bronze, but in the text it is referred to as if it were a bell that can hum, which is consistent, so no violation here. Wait — no actual contradiction: the item Nightbell (id="145") has material "Bronze" in the codex, and the text calls it a "bronze bell", which matches. No violation. Rechecking all references... <violation entry="139" detail="species" paragraph="1" substring="Captain Mettik, a human soldier">The codex confirms Captain Mettik is Human, so no violation. All characters referenced with species in text have correct species. Torben Reikhart: green eyes — text says "His green eyes met Osrik's red ones" — correct. Sable Dunmore: auburn hair — text does not describe her hair color — no violation. Iselda Moth: white hair, violet eyes — text says "her pale features" but does not specify eye or hair color — no contradiction. Osrik Pallengrave: Tiefling, red eyes, black hair — text matches: "red eyes catching what little light", "black hair falling between them" — correct. Grunn Tetch: dwarf, gray hair, amber eyes — text does not contradict. Hemmen: white hair — text does not describe hair, but no contradiction. Harrowglass: obsidian, weapon, Void power — text says "An obsidian edge", "Void-touched" — correct. Warden's Mail: silver chain, armor, Light power — text says "silver chain that hummed with pale light" — "pale light" is consistent with "Light" power — no violation. Kindling: dark iron, fire — text says "dark iron blade", "fire along its edge flared" — correct. The Riven War: timePeriod "A thousand years before the Felling" — text says: "A thousand years before the Felling" — matches — no violation. The Felling: two centuries ago — text says "two centuries ago" in narration — no contradiction. Binding of Reshkai: First Age — text says "you know of it", but does not contradict timeframe — no issue. Verity Beads: bone — text says "each bead catching a faint light" — material not contradicted. Sanctum: located in codex as location id="141", referred to correctly — no issue. Petal Dunmore is mentioned as Sable's sister — not contradicted by codex. Wren Hessik mentioned — codex lists her as female, text doesn’t contradict. Nightbell: material bronze — text calls it a bronze bell — correct. Osrik carries Harrowglass — codex says it is a weapon made of obsidian — text matches. Queen Veredine: elf — text says "an elf who commanded the living and the dead" — correct. Pallid Host — mentioned as Queen Veredine’s army — codex lists as <lore id="149" name="The Pallid Host"/> — no contradiction in description. Tithe of Echoes — codex says tradition, text calls it a ritual/tradition — consistent. Watcher's Prophecy — codex lists as prophecy, text refers to it as carved prophecy — consistent. Hatchwell — location — mentioned as destroyed town — codex has it as location, no terrain/ruler contradiction. The Spire of Echoes — mountain terrain — text matches. Grunn Tetch reaches for Warden's Mail and has Burden strapped to his back — codex says Warden's Mail is silver chain armor with Light power, Burden is weapon of bone and iron with Light power — text says Grunn dons Warden's Mail which “hummed with pale light” and has Burden on his back — consistent. Iselda has “translucent wing” — codex says nothing about wings — problem? Wait: Iselda Moth — codex lists only eyeColor="Violet", hairColor="White", no mention of wings. Text says: "Iselda was already gone — above them somewhere, a blur of white and translucent wing." This implies she has wings — possibly magical or racial — but codex does not describe her as having wings or non-human traits beyond white hair and violet eyes. However, she is not listed with a species — codex says nothing. Could be human with magic or transformation. But: no species given — possible she is not human? Codex does not say. So cannot assume contradiction. Wings may be magical, not physical. But the phrase "a blur of white and translucent wing" suggests a physical wing or wings. Codex does not state she has wings — but also does not deny. Is this a violation? Only violations are contradictions — not additions. Since codex does not say she lacks wings, and does not specify species, this is not a contradiction. Possibly she is a moth-themed being with wings — name "Iselda Moth" suggests symbolic or literal. But codex gives no species — yet under character, species is only present when non-human (e.g., Dwarf, Tiefling). For humans, it is omitted, like Sable Dunmore. Sable: species omitted — assumed human. Iselda: species omitted — could be human or not. But Brother Hemmen: species="Human" — so species is sometimes included even for humans. Wait: Sable Dunmore — species not listed. Petal, Jurren, Old Rivka — no species. But Grunn Tetch — species="Dwarf" — specified. Osrik — species="Tiefling" — specified. Queen Veredine — species="Elf" — specified. Iselda Moth — species not listed — but Hemmen, a human, has species listed. Why is Sable’s species not listed? Jurren? Petal? Possibly only non-human or notable species are specified? But Captain Mettik — species="Human" — listed. So species is listed even for humans. Therefore, if Iselda were not human, it might be expected to be listed. But she isn't — and she's described with a wing. The text says: "a blur of white and translucent wing" — singular "wing"? Odd. "a blur of white and translucent wing" — sounds like a poetic description of movement, but "wing" is singular and physical. Could be a cloak or scarf? But “translucent wing” — and she moves “above them” — suggesting flight. And she’s named *Iselda Moth* — could imply a connection. But codex does not say she can fly or has wings. Is this a violation? Violation: only if text contradicts codex. Codex does not say she cannot fly or has no wings. So absence of info is not contradiction. No violation. All good? Wait: location — The Hollow — codex has <location id="126" name="The Hollow"/> — text says: "What was sealed in The Hollow was one half of a lock." No contradiction. Another point: Hemmen is called "the Eyeless" — codex lists that alias — correct. Osrik: "the Pale" — alias in codex — correct. Torben: "Stray" — alias — correct. Petal's Locket — mentioned? No, not in text. Amma’s Ring — not mentioned. Burden — used by Grunn — text says he swings "the great mace" — Burden is codex item: weapon, bone and iron — could be a mace — consistent. Warden's Mail — "silver chain" — armor — text matches. Unfinished Hymnal — not mentioned. Pale Compass — not mentioned. Little Stoneman — not mentioned. Greenveil — lore, tradition — not mentioned. Root-tongue — not mentioned. Thornborn — not mentioned. Ashfall — not mentioned. All seems consistent. Wait: Osrik Pallengrave carries Harrowglass — is Harrowglass an item he normally has? Codex doesn’t link items to characters — so no contradiction. Similarly, Sable draws Kindling — codex doesn't say who owns it — no issue. Grunn takes Warden's Mail — codex doesn’t assign ownership. Hemmen uses Verity Beads — codex says "The Verity Beads", material bone — text says he has them — possible, not contradicted. Nightbell hums and rings — bell in bronze — fine. Carvings glow — "light that had been sleeping" — magical, not contradicted. Spire shakes — fine. One issue: text says Grunn "donned" the Warden's Mail — armor — and it "settling over his shoulders with a weight". But Grunn is a dwarf — codex: dwarf — height not specified, but Warden's Mail is described as settling over shoulders — possible. But then he swings Burden — "the great mace" — and brings it down. Codex: Burden — material: bone and iron — weapon — power: Light. Text says: "brought it down on a shield that split like kindling" — so mace capable of that — fine. But no contradiction. Is there a contradiction with the Nightbell? Entry 145: Nightbell, material: Bronze. Text: "a bronze bell began to hum — the Nightbell" Perfect match. But in the same sentence: "the bell that begins the Tithe of Echoes" Codex: Tithe of Echoes — tradition — lore id="148" No mention of a bell in the codex. But the text says Nightbell is the bell that begins the Tithe of Echoes. Codex does not say anything about the ritual mechanics — so this is an addition, not a contradiction. No violation. Another: Hemmen says “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.” Codex: The Binding of Reshkai — lore, timePeriod="The First Age", category="Magic" No contradiction. Hatchwell: codex has location id="142" name="Hatchwell" — text says it was burned — codex doesn't say it still exists — so possible. No contradiction. Queen Veredine led the Pallid Host — codex: Pallid Host is a lore entry — name only — text expands but doesn’t contradict. Veredine the Undying — codex alias — correct. All seems consistent. Wait: text says Iselda "was already gone — above them somewhere, a blur of white and translucent wing." "Translucent wing" — singular. But wings are usually paired. Could be a typo or poetic. But more importantly — does the codex say anything about Iselda's appearance? Yes: eyeColor="Violet", hairColor="White". Text says “pale features” and “blur of white” — consistent with white hair. But “translucent wing” — not mentioned in codex. But since no physical description denies wings, and species not given, cannot assume contradiction. However, codex lists for other characters physical details like eye and hair color when known. For Iselda, only eye and hair color are given — no mention of wings. But text introduces a physical feature (wing) not in codex. Is that a violation? Only if it contradicts. For example, if codex said “has no wings” — but it doesn't. Or if species were human and humans can't have wings — but codex doesn’t say she's human. In fact, naming her "Moth" and giving her white hair and violet eyes — exotic — could imply fey or other. But Captain Mettik is explicitly human — others like Sable are not, but still human. But Iselda — no species. So possible she is non-human. But the word "wing" — singular — is odd. "a blur of white and translucent wing" — grammatically, could be "a blur consisting of white and a translucent wing" — so she has a wing? Or "a blur of white and of translucent wing" — awkward. Possibly “wing” is metaphorical? Like “on wings of speed”? But “a blur of white and translucent wing” and “above them somewhere” — strongly suggests flight and physical wing. But codex has no such attribute. Still — absence of information in codex does not make text a violation. Only direct contradictions. For example, if codex said "Iselda has no wings" or "Iselda is human" and human means no wings — but it doesn't. So not a violation. Final review: all descriptions in text match or are consistent with codex. No factual violations. <violations-none/>
created_at
"2026-02-21T22:33:22.583Z"
2/21/2026, 10:33:22 PM
model
"writer/palmyra-x5-20250428"
app_id
182717
external_user
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streamed
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cancelled
false
latency
360
moderation_latency
232
generation_time
34656
tokens_prompt
4030
tokens_completion
3149
native_tokens_prompt
3898
native_tokens_completion
2720
native_tokens_completion_images
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native_tokens_reasoning
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native_tokens_cached
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num_media_prompt
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num_input_audio_prompt
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origin
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is_byok
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finish_reason
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router
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provider_responses
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endpoint_id
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latency
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model_permaslug
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provider_name
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status
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api_type
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id
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Evaluation details
Result
Evaluator
Details
Meta Data
50.00%
Correct "no violations" response
Response should contain <violations-none/> or equivalent phrasing
hasViolationTags
true
hasViolationsNoneTag
true
33.33%
No hallucinated violations
Response must not contain any <violation> tags
hasViolationTags
true
responseLength
11105
violationCount
2
41.6667%