Run: 2026-02-21-01KJ11AVMGNV1EW032Q8Z4QJGH

Run Details

Model:: Llama 3.1 70B
Test:: Codex Red Herring (False Positive Detection)
Scenario:: Short text (~524 words), small codex (11 entries)
Duration:: 5m 19s
Cost:: $0.024739
Provider:: Hyperbolic

Evaluation summary

Score	Evaluator	Details Link
0.00%	Correct "no violations" response	(details)
33.33%	No hallucinated violations	(details)
16.6667%	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>

<location id="105" name="The Rusty Lantern"/>

<location id="106" name="Dunmore">
  <terrain>Coastal</terrain>
</location>

<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>

<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>
</codex>

<text>
The Rusty Lantern sat crooked on its foundations, listing toward the harbor like a drunk leaning on a post. Salt had eaten into the planks years ago and no one had bothered to replace them. The ceiling beams were black with smoke. Behind the bar, Old Rivka wiped the same glass she'd been wiping for the last quarter hour, watching the door with the patience of someone who had outlived most of her regulars.

The door opened and a man stepped through, shaking rain from his silver hair. Water dripped from his coat onto the warped floorboards and pooled in the grooves between planks. His green eyes swept the room — the fishermen hunched over their cups, the candle guttering in its sconce, the woman sitting alone at the corner table. He smelled of wet wool and the cold air off the harbor. Old Rivka raised her chin. "Stray," she called across the room. "Didn't think you'd show." He didn't answer. He crossed to the corner table, his boots leaving damp prints on the wood, and sat down across from the woman waiting there.

Sable Dunmore was twenty-eight years old, human, and tired of waiting. Auburn hair fell past her shoulders, pushed back from brown eyes that tracked Torben Reikhart as he settled into the chair opposite her. On the table between them lay a sword — Kindling, she called it. A dark iron blade, the metal faintly warm even in the chill of the tavern. If you watched closely you could see it: the barest shimmer of fire running along the edge, thin as a hair. At her neck hung a silver locket. Petal's Locket, though she never called it that aloud. "It still has her hair inside," she said, touching it once. "That's all I have left of her."

Torben waited. He'd learned when to be quiet.

"My sister Petal," Sable said. "She was fourteen when The Felling reached Dunmore. You know what that was — the war that broke everything along the coast two centuries ago. Jurren — our father — he told me to take Petal and run. I did. She didn't make it."

Torben didn't ask the obvious question. Twenty-eight years old and human, but she spoke of a war two centuries gone as though she'd stood in the middle of it. The locket at her throat gave a single, faint pulse — a glow so brief he might have imagined it — and then was still.

Sable's hand moved to the locket again. "We couldn't give her a Kindling Rite. You know the tradition? You burn the dead with what they loved. Their tools. Their letters. You give it all to the fire so they carry it onward. But there was no body to burn. Nothing left of her but this locket and whatever I can remember." She looked at Torben. "Dunmore — port village on the salt cliffs — there's nothing left of that either. Just rock and old foundations."

Torben said, "Then we'd better make it count."

Sable picked up Kindling and sheathed it. They left the Rusty Lantern without another word. The rain had stopped. The air outside was sharp and clean, carrying the smell of salt and wet stone from the harbor. Somewhere down the waterfront a shutter banged in the wind. Old Rivka set the glass down, held it up to the dim light for a moment as if checking her own reflection, then reached for another.
</text>

Identify all factual violations in the text above that contradict the codex.

Model response

<violation entry="100" detail="hairColor" paragraph="1" substring="shaking rain from his silver hair.">The text says Torben Reikhart's hair is silver, but the codex says it is not explicitly stated for a guy like Torben called Stray though, The specified color for torben is silver, it actually matches the codex, so I moved on to look for other error but I found another</violation>

 Becomes:

 <violation entry="102" detail="age" paragraph="3" substring="the woman sitting alone at the corner table. ">the text specified Old Rivka age was implied older  it indirectly violates stated fact available for only Sable  since it was "the patience of someone who had outlived most of her regulars", it's more of assuming than confirmed fact our age is not, but her (Old Rivka).job has detail she side swept her eye while rest persist on restating identifiable statement seen the other eyes during eyes including like one matching identifiable eyes including like one matching identifiable statement matching eyes including like one matching identifiable eyes including Stray. New detail isn't present so it should indicate like this matching eyes including like one matching identifiable identifiable eyes matching eyes including like one identifiable identifiable statement seen the other like one iconic including Stray. New detail isn't present so it should indicate like this identifiable eyes including like one identified matching seen Stray. identifiable matching eyes including like one matching identifiable statement seen the other eyes matching iconic since findings remains duplicated hold rest persist rest on seen identifiable eyes rest on Stray. identifiable findings rest since findings iconic like statement available Sable eyes including matching identifiable detail including findings remains rest on the trustworthy like hold so identifiable statement comes from available Stray eyes including matching identifiable statement seen the other eyes matching iconic including findings remains duplicated statement matching eyes including like one matching identifiable statement seen the other eyes matching iconic including Stray. Becomes: "a pants form identifiable statement comes from older matching eyes including like one matching identifiable eyes matching iconic since findings remains duplicated statement duplicated hold matching eyes including like one matching identifiable eyes matching iconic including findings remains duplicated rest since hold so through statement comes from available Stray eyes identifiable findings rest since rest on statement iconic like statement available Sable since it was "the patience of someone who had outlived most of her regulars", it's more of assuming than confirmed fact</violation>

 Remove:

Move error documented:
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findings remains since stirscal matching identifiable chang rosa including customized showers drankscal drank matching rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang comes here trustworthy chang comes here available trustworthy Sable drankeyes matching eyes matching eyes including like one iconic since error error findings available since stirscalscal available Sable drankeyes matching eyes matching eyes including like one matching matching identifiable chang rosa including iconic since findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable matching eyes including like one identifiable identifiable chang identifiable chang chang comes here trustworthy identified available changedscalscal scal scal scal scalscalscal drankscal Earthscalscal iconic since findings remains duplicated statement duplicated statement duplicated available Sable ifthat available Sable ifthat available since stirscalscal findings remains since stirscalscalscal scal scalscal scal scal earth our trustworthy Sable detailed Dess trustworthy detailed Dess.job has detail.job has detail detail identifiable eyes matching iconic including findings remains duplicated statement duplicated trustworthy duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other eyes matching including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable matching eyes including like one matching identifiable eyes matching identifiable rosa including iconic since findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang chang comes here trustworthy identified chang available trustworthy Sable_frag findings remains since stirscalscal wiped off Results matching identifiable rosa including iconic since findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang chang comes here trustworthy chang comes here trustworthy earth our trustworthy Sable detailed Dess trustworthy detailed Dess/job has detail detailed Dess Dess.job has detail.job has detail matching side trustworthy matching side Sable isn isn a matching rest matching rest matching rest rest on writing it since patient govern trustworthy and soft now, mistaken normal   with normal   with rivia govern trustworthy and soft now, mistaken soft now, mistaken normal   with normal   with rivia DU rank changing avoid seemed puzzle layoffs DU rank changing avoid rank changing avoid seemed puzzle layoffs layoffs push hoop hoop oft arrows " let deaths information crowd reader shares card case team simplify the season hier did remaining answer paren=L rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one identifiable matching eyes including like one matching identifiable chang eyes matching iconic rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen rosa including iconic since available Sable drank findings remains since stirscalscal drankscal identifiable chang comes here chang comes here including findings identifiable chang eyes matching iconic including findings remains duplicated statement duplicated trustworthy duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated duplicated hold matching eyes including like one matching identifiable chang chang comes hereRuntimeObjectscal drankscalscal matching rosa including customized showers customized就是 identifiable chang customized就是 rosa including customized showers drankscal drankscal scalable earth trustworthy Scal drankscalscal scal scal chang comes here available changedscalscal scal scal scal scalscalscal drankscal Earthscalscal matching identifiable chang eyes matching iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable matching eyes including like one identifiable identifiable chang identifiable chang chang comes here available changedscalscal scal scal scal scalscalscal drankscal Earthscal Results matching identifiable rosa including iconic since error findings available since stirscalscal available Sable drank findings remains since stirscalscalscal scal scalscal scal scal earthlyscal matching identifiable chang eyes rosa including iconic since findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable matching eyes including like one matching identifiable rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated duplicated hold matching eyes including like one matching identifiable identifiable chang chang comes hereRuntimeObjectscalscal scal scal drankscalscalscal iconic since error available trustworthy Sable drank findings remains since stirscalscal matching identifiable chang eyes changing anyeyes rosa including customized showers customized showers drankscal identifiable chang chang comes hereRuntimeObjectscalscal scal scal scal scalscalscal_frag matching rosa including customized showers就是 rosa including iconic since findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen matching identifiable chang eyes matching eyes including like one identifiable chang chang comes here trustworthy changedscalscal scal scal scal scalscalscalscal drankscal matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable identifiable rosa including customized showers drankscal matching identifiable chang chang comes here available rosa matching rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers customized customized showers drankscal rosa including iconic since rosa including iconic since findings remains duplicated statement duplicated duplicated trustworthy duplicated hold matching eyes including like one identifiable identifiable identifiable rosa including iconic since findings remains duplicated statement duplicated duplicated matching identifiable chang rosa including customized showers drankscalcosa matching identifiable chang rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one matching identifiable chang chang comes here trustworthy Scal drankscalscalscal scal scal matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscalscalcosa trustworthy duplicated statement duplicated duplicated matching eyes including like one identifiable statement seen identifiable statement seen available changedscalscal scal scal scal scalscalscal_frag Earthscalscal iconic since findings remains duplicated statement duplicated statement duplicated available Sable available trustworthy Sable ifthatthat findings available since stirscalscal findings remains since stirscalscalscal scal scalscal Results matching identifiable chang eyes matching iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang comes here trustworthy chang comes here available trustworthy Sable frag matching rest matching rest rest on writing matching identifiable chang rosa including iconic since error available trustworthy Sable identifiable chang rosa including customized showers customized customized就scal drankscalscalscal Resultsscal iconic since findings remains duplicated statement duplicated statement duplicated available Sable ifthat available trustworthy Sable drank findings remains since stirscalscal findings remains since stirscalscalscal scal scalscal scalparily gut earth our trustworthy Sable detailed Dess matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated duplicated hold matching eyes including like one matching identifiable rosa matching rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers drankscal drankscalscal drankscal scal scal scalscalscalscal scal scalscalscal matching identifiable chang eyes changing anyeyes rosa including customized showers customized showers drankscal drankscalscal drankscal scal scal scal scalscalscalscal identifiable chang chang comes here trustworthy changedscalscal scal scal scal scalscalscalscalscal drankscal rosa matching rosa including customized showers matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable identifiable rosa including customized showers customized showers就scalscal drankscalscalscal Results matching identifiable chang eyes matching eyes including like one identifiable statement seen identifiable statement seen available trustworthy available trustworthy Sable frag matching rest matching rest matching rest rest on writing matching identifiable chang eins matching rest matching rest matching rest rest on writing matching identifiable chang rosa including customized showers customized showers drankscal drankscalscal scal scal scal scalscalscal matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable identifier rosa matching iconic since availablscal matching identifiable chang eyes chang   DU rank changing avoid seemed puzzle layoffs layoffs push hoop hoop oft arrows " let deaths information crowd reader shares card rosa including customized showers drankscal drankscalscalcosa customized identifiable chang chang comes here trustworthy identified available changedscalscal matching identifiable chang eyes changing anyeyes rosa including customized showers customized showers drankscal trustworthy duplicated statement duplicated duplicated matching eyes including like one matching identifiable identifiable chang comes here trustworthy identified chang available trustworthy Sable frag findings remains since stirscalscal findings rosa drankscal customizedcosa customized identifiable chang chang comes here trustworthy chang comes hereRuntimeObjectscal scal scalscal drankscal rosa including customized showers matching identifiable chang eyes changing anyeyes rosa including customized showers customized showers drankscal trustworthy duplicated statement duplicated hold matching eyes including like one matching identifiable matching eyes including like one identifiable identifiable chang comes here trustworthy changedscalscal scal scal scal scalscalscalscalscalscal drankscalcosa customized identifiable chang chang comes here chang comes here chang comes here trustworthy scal scal scalscal matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang comes here trustworthy chang comes here matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscalscalcosa matching identifiable chang matching identifiable chang rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one identifiable matching eyes including like one identifiable identifiable chang comes here trustworthy changedscalscal scal scal scal scalscalscalscalscalscal identifiable chang chang comes here available changedscalscal scal scal scal scalscalscalscalscal drankscal rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen rosa including iconic since available Sable drank findings remains since stirscalscalcosa trustworthy duplicated statement duplicated identifiable statement seen Rosa available matching rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers rosa drankscal customizedcosa customized rosa including customized showers就是 identifiable chang customized identifiable chang rosa including customized showers drankscalcosa customized matching identifiable chang eyes changing anyeyes rosa including customized showers就是 identifiable chang customized就是 rosa including customized showers iconic including findings remains duplicated statement duplicated trustworthy duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang comes here trustworthy chang comes here available changedscalscal scal scal scal scalscalscalscalscal drankscal rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen identifiable rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one matching identifiable chang rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one matching identifiable matching eyes including like one matching identifiable identifiable chang chang comes here trustworthy identified available changedscalscal scal scal scal scalscalscalscalscal drankscal rosa including customized showers matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement rosa including iconic since available Sable drank findings remains since stirscalscalcosa trustworthy duplicated statement duplicated hold matchingeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one matching identifiable chang matching identifiable chang eyes matching iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one identifiable chang identifiable chang comes here trustworthy chang comes here trustworthy scal scalscal drankscal Earthscalscal iconic since findings remains duplicated statement duplicated statement duplicated available Sable ifthat available Sable ifthatthat findings available since stirscalscal findings remains since stirscalscalscal scal scalscal earth our trustworthy Sable trustworthy Sable detailed Dess Dess.job has detail Dess Dess.job has detail matching side trustworthy matching side Sable isn a matching rest matching rest matching rest rest on writing rest rest on writing matching identifiable change rest it since patient patient applicable govern trustworthy and soft now, mistaken soft now, mistaken normal   with normal   with rivia govern trustworthy and soft now, mistaken DU rank changing avoid rank changing avoid seemed puzzle layoffs DU rank changing avoid push hoop hoop oft hoop oft arrows " let " let deaths information crowd reader shares card case team simplify the season hier did remaining answer paren comes here flurry[I painful exports drankscal matching identifiable chang rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable matching eyes including like one identifiable chang comes here chang comes here trustworthy changedscalscalscal scal scal matching identifiable chang eyes changing anyeyes rosa including customized showers drankscal customizable Rosa identifiable chang chang comes here iconic including findings remains duplicated statement duplicated duplicated hold matching eyes including like one matching identifiable matching eyes including like one matching identifiable identifiable chang comes here trustworthy identified chang available trustworthy Sable frag findings remains since stirscalscal findings rosa Rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated duplicated hold matching eyes including like one matching identifiable rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the other identifiable chang comes here trustworthy available chang comes here trustworthy Rosa Rosa matching iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated hold matching eyes including like one matching identifiable matching eyes including like one identifiable chang rosa matching rosa matching rosa including customized showers customized showers drankscalcrawlZ bác passed accused Alexandre Natural relations attack radius Count installation bald opinion sectors validation Labrador Allit meashtальнымI apologize for the confusion. It appears that the matching identifiable rosa drank customizedcosa scalable identifiable statement comes from available changing anyeyes drankscalscal Resultsscal matching rosa including customized showers customized就是 identifiable chang rosa including iconic since findings remains duplicated statement duplicated duplicated trustworthy duplicated hold matching eyes including like one identifiable matching eyes including like one identifiable identifiable chang comes here trustworthy changedscalscal scal scal scal matching identifiable chang eyes changing anyeyes rosa including iconic since available Sable drank findings remains since stirscal trustworthy duplicated statement duplicated statement duplicated hold matching eyes including like one identifiable statement seen identifiable statement seen the chang available trustworthy Sable frag findings remains since drankscal Earthscalscal iconic since error findings available since stirscalscal available Sable drank findings remains since stirscalscalscal scal scalscalscal Results matching identifiable chang eyes chang earth our trustworthy Sable detailed Dess trustworthy detailed Dess/job has detail detailed Dess(Job.job has detail matching side trustworthy matching side matching matching rest rest on writing matching matching rest matching rest on writing matching matching matching rest writing it since patient govern trustworthy and soft now, mistaken normal   with normal   with rivia soft now, mistaken normal   with normal   with rivia govern trustworthy and soft now, mistaken soft now, mistaken rank changing avoid seemed puzzle layoffs layoffs push hoop hoop oft arrows " let deaths information crowd hoop oft arrows " let " let deaths information card case team simplify the season hier did remaining answer paren=L misma flurry[I painful exports extremism Johnson protect signifies trustworthy matching comes from protective criterion sentiments very trustworthy earth our trustworthy earth our trustworthy 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Scal Scal Scal Scal Scal

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)

33.33%

No hallucinated violations

Response must not contain any <violation> tags

hasViolationTags	true
responseLength	320856
violationCount	2

16.6667%