Run: 2026-02-15-01KHHD92Q7X5HXAPCMSCCVQ9XW

Run Details

Model:: Hermes 3 70B
Test:: Codex Violation Detection
Scenario:: 10 codex entries
Duration:: 37.5s
Cost:: $0.001100
Provider:: DeepInfra

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="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist">
  <eyeColor>bright blue</eyeColor>
  <hair>straight shoulder-length black</hair>
  <height>5'6"</height>
  <age>25</age>
  <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar>
  <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description>
  <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory>
</character>

<character id="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor">
  <eyeColor>hazel</eyeColor>
  <hair>grey-streaked auburn</hair>
  <height>6'1"</height>
  <age>58</age>
  <beard>neatly trimmed, matching his grey-streaked auburn hair</beard>
  <limp>slight limp in his left leg from an old knee injury</limp>
  <signetRing>silver signet ring, always worn on his right hand</signetRing>
  <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description>
  <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory>
</character>

<character id="4414" name="Eva Kowalski" aliases="Eva, Evie" pronouns="she/her" species="Human" storyRole="Best Friend">
  <eyeColor>green</eyeColor>
  <hair>curly red</hair>
  <height>5'4"</height>
  <age>26</age>
  <glasses>round glasses</glasses>
  <satchel>worn leather satchel full of books</satchel>
  <freckles>freckled complexion</freckles>
  <nervousHabit>tucking hair behind her left ear</nervousHabit>
  <description>Aurora's childhood friend and an occult researcher.</description>
  <backstory>Moved to London two years before Aurora and works as a research assistant at the British Museum's restricted archives. She holds a master's degree in Ancient History from Oxford.</backstory>
</character>

<character id="4415" name="Lucien Moreau" aliases="Lucien, Luc, the Frenchman" pronouns="he/him" species="Half-Demon" storyRole="Ally">
  <eyeColor>heterochromatic — one amber, one black</eyeColor>
  <hair>slicked-back platinum blond</hair>
  <height>5'11"</height>
  <age>32</age>
  <cane>ivory-handled cane that conceals a thin blade</cane>
  <dress>tailored charcoal suits</dress>
  <description>An impeccably dressed fixer and information broker in London's supernatural underworld. He speaks four languages fluently.</description>
  <backstory>Born in Marseille to a human mother and a demon father from the realm of Avaros.</backstory>
</character>

<character id="4416" name="Detective Harlow Quinn" aliases="Quinn, Detective Quinn, Harlow" pronouns="she/her" species="Human" storyRole="Antagonist">
  <eyeColor>brown</eyeColor>
  <hair>closely cropped salt-and-pepper</hair>
  <height>5'9"</height>
  <age>41</age>
  <jawline>sharp jaw</jawline>
  <watch>worn leather watch on her left wrist</watch>
  <bearing>military precision</bearing>
  <description>A Metropolitan Police detective with 18 years of decorated service who suspects the clique is involved in criminal activity.</description>
  <backstory>She lost her partner, DS Morris, during a case three years ago under unexplained circumstances that had supernatural origins she doesn't yet understand.</backstory>
</character>

<location id="853" name="Dymas (Gluttony)" aliases="Dymas, gluttony, Dymasian" realm="Hel" sin="Gluttony">
  <ruler>Prince Belphegor</ruler>
  <skyColor>warm amber</skyColor>
  <description>A place of excess and indulgence. Sprawling vineyards, orchards, and gardens provide exotic ingredients for master chefs — often helbound souls contracted from Earth. Grand feasts and culinary competitions are common.</description>
</location>

<location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth">
  <signColor>distinctive green neon sign above the entrance</signColor>
  <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom>
  <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</description>
</location>

<location id="855" name="Avaros (Greed)" aliases="Avaros, greed, Avarosi" realm="Hel" sin="Greed">
  <ruler>Prince Mammon</ruler>
  <skyColor>sickly gold</skyColor>
  <description>A landscape of towering vaults and endless treasure halls. The streets are paved with fool's gold and the air smells of copper. Mortals who enter often become obsessed with hoarding.</description>
</location>

<item id="2001" name="Heartstone Pendant" aliases="the pendant, Heartstone" type="Artifact" origin="Dymas">
  <gemstoneColor>deep crimson</gemstoneColor>
  <chainMaterial>silver chain</chainMaterial>
  <size>roughly the size of a thumbnail</size>
  <behavior>pulses faintly with warmth when near a Hel portal</behavior>
  <glow>faint inner glow</glow>
  <description>Given to Aurora by an unknown benefactor.</description>
</item>

<item id="2002" name="The Ledger of Debts" aliases="the Ledger, Debt Book" type="Cursed Object" origin="Avaros">
  <pageMaterial>thin beaten copper</pageMaterial>
  <binding>iron-bound</binding>
  <inkColor>dark red ink that appears on its own</inkColor>
  <power>whoever possesses it can call in debts owed to them</power>
  <description>A thick ledger that records every supernatural debt owed.</description>
</item>
</codex>

<text>
The restricted archive beneath the British Museum was cold and silent. Eva adjusted her square glasses and pulled a heavy tome from the shelf, her curly red hair falling across her freckled face.

"Found it," she murmured, flipping to a page about Avaros. "Prince Belphegor's domain of greed. Look—" She slid the book toward Lucien, who leaned over it with both his amber eyes narrowed in concentration.

Lucien traced a line of text with a manicured finger. "The Ledger of Debts. My father mentioned it once — a record of every supernatural debt ever owed." He glanced at Eva.

"That's the one," Eva confirmed, tapping the illustration. "And it originally came from Dymas, not Avaros."

Upstairs, Detective Quinn sat in an unmarked car, her blue eyes watching the museum entrance. Her short blonde hair caught the streetlight as she raised a radio to her lips.

"Suspect Kowalski entered the building twenty minutes ago. She's with a male companion — platinum blond, tailored suit. Keeping eyes on."
</text>

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

Model response

<violation entry="4414" detail="hairColor" paragraph="1" substring="curly red hair">Eva's hair is described as curly red, but the codex says she has curly red hair.</violation>

<violation entry="4415" detail="eyeColor" paragraph="2" substring="both his amber eyes">Lucien's eyes are heterochromatic (one amber, one black), not both amber.</violation>

<violation entry="855" detail="ruler" paragraph="3" substring="Prince Belphegor's">The text incorrectly states that Prince Belphegor rules Avaros, but the codex says Prince Belphegor rules Dymas.</violation>

<violation entry="2002" detail="origin" paragraph="3" substring="it originally came from Dymas, not Avaros">The text says the Ledger of Debts originally came from Dymas, but the codex states its origin is Avaros.</violation>

<violation entry="4416" detail="eyeColor" paragraph="4" substring="blue eyes">Detective Quinn's eyes are described as blue, but the codex specifies brown eyes.</violation>

<violation entry="4415" detail="hairColor" paragraph="4" substring="platinum blond">The text describes the male companion (implied to be Lucien) as having platinum blond hair, which matches the codex, but earlier in the text it says he has slicked-back platinum blond hair, which is more detailed and suggests a contradiction.</violation>);

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Evaluation details

Result

Evaluator

Details

Meta Data

50.0000%

Accuracy (recall)

Matched: 4/6, FP: 2

parsedCount

matched

total

falsePositives

expectedDetails

expected

entry	"855"
detail	"ruler"
summary	"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."

status

"matched"

matchedBy

entry	"855"
detail	"ruler"
explanation	"The text incorrectly states that Prince Belphegor rules Avaros, but the codex says Prince Belphegor rules Dymas."
paragraph	3
substring	"Prince Belphegor's"

location

extractedText	"[not found in paragraph 3]"
inBounds	true
expectedText	"Prince Belphegor's domain of greed"
locationAccurate	false

expected

entry	"4415"
detail	"eyeColor"
summary	"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."

status

"matched"

matchedBy

entry	"4415"
detail	"eyeColor"
explanation	"Lucien's eyes are heterochromatic (one amber, one black), not both amber."
paragraph	2
substring	"both his amber eyes"

location

extractedText	"both his amber eyes"
inBounds	true
expectedText	"both his amber eyes narrowed"
locationAccurate	true

expected

entry	"2002"
detail	"origin"
summary	"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."

status

"matched"

matchedBy

entry	"2002"
detail	"origin"
explanation	"The text says the Ledger of Debts originally came from Dymas, but the codex states its origin is Avaros."
paragraph	3
substring	"it originally came from Dymas, not Avaros"

location

extractedText	"[not found in paragraph 3]"
inBounds	true
expectedText	"it originally came from Dymas, not Avaros"
locationAccurate	false

expected

entry	"4416"
detail	"eyeColor"
summary	"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."

status

"matched"

matchedBy

entry	"4416"
detail	"eyeColor"
explanation	"Detective Quinn's eyes are described as blue, but the codex specifies brown eyes."
paragraph	4
substring	"blue eyes"

location

extractedText	"[not found in paragraph 4]"
inBounds	true
expectedText	"her blue eyes watching the museum"
locationAccurate	false

expected

entry	"4416"
detail	"hair"
summary	"Detective Quinn has salt-and-pepper hair per her codex entry, but the passage says blonde hair."

status

"missed"

nearMiss

parsed

entry	"4414"
detail	"hairColor"
explanation	"Eva's hair is described as curly red, but the codex says she has curly red hair."
paragraph	1
substring	"curly red hair"

reason

"entry mismatch: got \"4414\", expected \"4416\""

expected

entry	"4414"
detail	"glasses"
summary	"Eva wears round glasses per her codex entry, but the passage says square glasses."

status

"missed"

nearMiss

parsed

entry	"4414"
detail	"hairColor"
explanation	"Eva's hair is described as curly red, but the codex says she has curly red hair."
paragraph	1
substring	"curly red hair"

reason

"detail mismatch: got \"hairColor\", expected \"glasses\""

falsePositiveDetails

parsed

entry	"4414"
detail	"hairColor"
explanation	"Eva's hair is described as curly red, but the codex says she has curly red hair."
paragraph	1
substring	"curly red hair"

status

"false_positive"

location

extractedText	"curly red hair"
inBounds	true
expectedText	"her square glasses"
locationAccurate	false

closestExpected

entry	"4414"
detail	"glasses"
summary	"Eva wears round glasses per her codex entry, but the passage says square glasses."

reason

"detail mismatch: got \"hairColor\", expected \"glasses\""

parsed

entry	"4415"
detail	"hairColor"
explanation	"The text describes the male companion (implied to be Lucien) as having platinum blond hair, which matches the codex, but earlier in the text it says he has slicked-back platinum blond hair, which is more detailed and suggests a contradiction."
paragraph	4
substring	"platinum blond"

status

"false_positive"

location

extractedText	"[not found in paragraph 4]"
inBounds	true
expectedText	"both his amber eyes narrowed"
locationAccurate	false

closestExpected

entry	"4415"
detail	"eyeColor"
summary	"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."

reason

"detail mismatch: got \"hairColor\", expected \"eyeColor\""

66.6667%

Precision

True positives: 4/6

totalReported

truePositives

reportedDetails

parsed

entry	"4414"
detail	"hairColor"
explanation	"Eva's hair is described as curly red, but the codex says she has curly red hair."
paragraph	1
substring	"curly red hair"

status

"false_positive"

location

extractedText	"curly red hair"
inBounds	true
expectedText	"her square glasses"
locationAccurate	false

closestExpected

entry	"4414"
detail	"glasses"
summary	"Eva wears round glasses per her codex entry, but the passage says square glasses."

reason

"detail mismatch: got \"hairColor\", expected \"glasses\""

parsed

entry	"4415"
detail	"eyeColor"
explanation	"Lucien's eyes are heterochromatic (one amber, one black), not both amber."
paragraph	2
substring	"both his amber eyes"

status

"true_positive"

matchedExpected

entry	"4415"
detail	"eyeColor"
summary	"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."

location

extractedText	"both his amber eyes"
inBounds	true
expectedText	"both his amber eyes narrowed"
locationAccurate	true

parsed

entry	"855"
detail	"ruler"
explanation	"The text incorrectly states that Prince Belphegor rules Avaros, but the codex says Prince Belphegor rules Dymas."
paragraph	3
substring	"Prince Belphegor's"

status

"true_positive"

matchedExpected

entry	"855"
detail	"ruler"
summary	"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."

location

extractedText	"[not found in paragraph 3]"
inBounds	true
expectedText	"Prince Belphegor's domain of greed"
locationAccurate	false

parsed

entry	"2002"
detail	"origin"
explanation	"The text says the Ledger of Debts originally came from Dymas, but the codex states its origin is Avaros."
paragraph	3
substring	"it originally came from Dymas, not Avaros"

status

"true_positive"

matchedExpected

entry	"2002"
detail	"origin"
summary	"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."

location

extractedText	"[not found in paragraph 3]"
inBounds	true
expectedText	"it originally came from Dymas, not Avaros"
locationAccurate	false

parsed

entry	"4416"
detail	"eyeColor"
explanation	"Detective Quinn's eyes are described as blue, but the codex specifies brown eyes."
paragraph	4
substring	"blue eyes"

status

"true_positive"

matchedExpected

entry	"4416"
detail	"eyeColor"
summary	"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."

location

extractedText	"[not found in paragraph 4]"
inBounds	true
expectedText	"her blue eyes watching the museum"
locationAccurate	false

parsed

entry	"4415"
detail	"hairColor"
explanation	"The text describes the male companion (implied to be Lucien) as having platinum blond hair, which matches the codex, but earlier in the text it says he has slicked-back platinum blond hair, which is more detailed and suggests a contradiction."
paragraph	4
substring	"platinum blond"

status

"false_positive"

location

extractedText	"[not found in paragraph 4]"
inBounds	true
expectedText	"both his amber eyes narrowed"
locationAccurate	false

closestExpected

entry	"4415"
detail	"eyeColor"
summary	"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."

reason

"detail mismatch: got \"hairColor\", expected \"eyeColor\""

100.0000%

Structural validity

Parsed: 6, Well-formed: 6/6

parsedCount	6
wellFormedScore	6

72.2222%