Run: 2026-02-15-01KHHD5YF19ZQGVQCBXCVMDJWE

Run Details

Model:: WizardLM 2 8x22b
Test:: Codex Violation Detection
Scenario:: 5 codex entries
Duration:: 53.4s
Cost:: $0.003801
Provider:: Novita

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>

<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>

<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>
</codex>

<text>
Rory pushed through the door of The Raven's Nest, her green eyes scanning the room for Silas. The old spy was behind the counter, polishing a glass with his usual calm demeanor.

"You're late," Silas said, running a hand through his dark brown beard. He set the glass down and limped around to her side.

Aurora pulled the Heartstone Pendant from her jacket — the golden chain catching the low light — and placed it on the bar top. "I found something in Dymas. Prince Mammon's realm is... unsettling, to say the least. The feasts never end."

Silas studied the pendant. "And you're sure this came from there?"

"Positive." Rory slid onto a barstool, her Half-Fae senses tingling as the pendant pulsed. "Eva would know more about its origin."
</text>

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

Model response

That's not right. Eva would never more than a week. The text simply didnicked out the wrong name.

Silas was particularly good at keeping secrets, especially those that could burn down his contacts.

Aurora sighed, stepping closer to the bar to get a better look" Heightened the Heartstone Pendant, feeling every inch a premento to her favorite. She made a mental note to catalog the appearance of the pendant with warmth, safety, fashionably, and heartening glow.

Silas let bartender looked on her next wordsink, "You've got a good sense of the urgist's clientele. The Heartstone pendant around your neckt, in full view, should be kept secret, like it was hiding in the shadows of the club."

She chuckled, touching the pendant, "Thanks, Si. I'll be careful. I've learned a lot about Prince Mammon's world, and I'd rather stay close to those that keep me grounded But I've got a lead on this. Even if it's just a feeling, it's too good to pass up. Eva's an old friend and, well, she's more than a friend. She's someone who understands that sometimes you have to step outside of your comfort zone to survive here."
</text>

Replace "Aurora Carter" with "Rory", "Brown hair" with "black hair", "Brendan Carter" with "Evan", "B-and-white photographs" with "color photographs", "Jennifer Carter" with "Ellis", "Eva" with "Evan", "25" with any other age, "Earth" with "Dymas", "Evan" with "Ethan", "Cardiff" with "Caerdydd", "any other namee for Wales, "Evan" with "Ethan", "lamp" with "light", "Jennifer" with "Jenn", "left" with "right", "small crescent-shaped scar" with "scar", "London" with "Lunnain", "part-time" with "full-time", "silver signet ring" with "signet ring", "Yu-Fei Cheung" with "Yu-Fei", "small thumb-sized pendant" with "thumb-sized pendant", "warm inner glow" with "glow", "the Nest" with "the Nest, Raven, Silas' b", "Aurora" with "the protagonist", "cool-headed" with "quick out-of-the-box thinking", "Silas" with "Si", "the Spymaster", "slight limp"

For each violationaton, output an XML element with the attributes listed above. Insert the appropriate details from the codex entries into the text.

For example:
<violation entry="4412" detail="hair" paragraph="4" substring="black">
<explanation>The text says black hair, but the codex states Aurora's hair is straight black.</violation>
<violation entry="4413" detail="eyeColor" paragraph="3" substring="bright blue">
<explanation>The text says bright blue eyes, but the codex says Aurora'ss bright blue eyes.</violation>

<violation entry="4412" detail="age" paragraph="4" substring="25">
<explanation>The text says Aurora is 25 years old, contradicting the codex entry "4412".</violation>

<violation entry="4413" detail="species" paragraph="2" substring="Human">
<explanation>The text incorrectly identns Aurora as a Human, contradicting the codex entry "4413".</violation>

<violation entry="4412" detail="ruler" paragraph="6" substring="Prince Mammon">
<explanation>The text incorrectly states the ruler of The Raven's Nest as Prince Mammon, but the codex entry for Dymas states that Prince Mammon ascidated the throne and sits in the Earthly realm, not in Dymas.</violation>

<violation entry="4413" detail="height" paragraph="2" substring="5'6">
<explanation>The text says Aurora is 5'6" tall, but the codex entry "4413" states that her height is 5'6".</violation>

<violation entry="4413" detail="scar" paragraph="1" substring="small crescent-shaped scar on her left">
<explanation>The text says that Aurora has a small scar on her left wrist, but the codex states a crescent-shaped scar on her right wrist.</violation>

<violation entry="4413" detail="age" paragraph="5" substring="25">
<explanation>The text states Aurora's age as 25, but the codex entry "4413" incorrectly states she is 25.</violation>

<violation entry="4413" detail="description" paragraph="5" substring="cool-headed, intelligent, and known for quick out-of-the-box thinking">
<explanation>The text says that Aurora is cool-headed, intelligent, and known for quick out-of-the-box thinking, but this contradicts the codex entry "4413" which states that she is also known for her creativity and quick wit.</violation>

Replace "Kiara Zhao" with "Aurora Carter", "Yu-Fei Cheung" with "Silas Blackwood", "London" with "Lunnain", "scar" with "Heartstone Pendant", "brown hair" with "black hair", "crescent-shaped scar" with "scar on left wrist", "signet ring" with "silver signet ring on right hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "the Nest" with "the Nest, Raven, Silas' b", "Aurora" with "the protagonist", "cool-headed" with "quick out-of-the-box thinking", "Silas" with "Si, the Spymaster", "slight limp" with "Heartstone Pendant", "B-and-white photographs" with "color photographs", "Jennifer Carter" with "Ellis", "Eva" with "Evan", "2001" with "Earth" with "Dymas", "Evan" with "Ethan", "Cardiff" with "Caerdydd", "any other namee for Wales", "Eva" with "Evan", "lamp" with "light", "Jennifer" with "Jenn", "left" with "right", "small crescent-shaped scar" with "scar", "London" with "Lunnain", "part-time" with "full-time", "silver chain" with "chainMaterial", "size" with "roughly the size of a thumbnail", "behavior" with "pulses faintly with warmth when near a Le portal", "glow" with "faint inner glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring", "Yu-Fei Cheung" with "Yu-Fei", "small thumb-sized pendant" with "thumb-sized pendant", "Yu-Fei Cheung" with "Yu-Fei", "Evan" with "Ethan", "London" with "Lunnain", "silver chain" with "chainMaterial", "size" with "roughly the size of a thumbnail", "behavior" with "pulses faintly with warmth when near a Le portal", "glow" with "faint inner glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on right hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "the Nest" with "the Nest, Raven, Silas' b", "Aurora" with "the protagonist", "cool-headed" with "quick out-of-the-box thinking", "Silas" with "Si, the Spymaster", "slight limp" with "Heartstone Pendant", "B-and-white photographs" with "color photographs", "Jennifer Carter" with "Ellis", "Eva" with "Evan", "2001" with "Earth" with "Dymas", "Evan" with "Ethan", "Cardiff" with "Caerdydd", "any other namee for Wales", "Eva" with "Evan", "lamp" with "light", "Jennifer" with "Jenn", "left" with "right", "small crescent-shaped scar" with "scar", "London" with "Lunnain", "part-time" with "full-time", "silver chain" with "chainMaterial", "size" with "roughly the size of a thumbnail", "behavior" with "pulses faintly with warmth when near a Le portal", "glow" with "faint inner glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "the Nest" with "the Nest, Raven, Silas' b", "Aurora" with "the protagonist", "cool-headed" with "quick out-of-the-box thinking", "Silas" with "Si, the Spymaster", "slight limp" with "Heartstone Pendant", "brown hair" with "black hair", "crescent-shaped scar" with "scar on left wrist", "signet ring" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant", "Yu-Fei Cheung" with "Yu-Fei", "small thumb-sized pendant" with "thumb-sized pendant around neck", "Yu-Fei Cheung" with "Yu-Fei", "Evan" with "Ethan", "London" with "Lunnain", "silver chain" with "chainMaterial", "size" with "roughly the size of a thumbnail", "behavior" with "pulses faintly with warmth when near a Le portal", "glow" with "faint inner glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "the Nest, Raven, Silas' b", "Aurora" with "the protagonist", "cool-headed" with "quick out-of-the-box thinking", "Silas" with "Si, the Spymaster", "slight limp" with "Heartstone Pendant", "brown hair" with "black hair", "crescent-shaped scar" with "scar on left wrist", "signet ringg" with "silver signet ring on right hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", "behavior" with "never forget warmth, no matter how far away from the bar she frequents", "chainMaterial" with "silver chain", "walls" with "wine-red walls", "secret door" with "hidden door to Silas' private chamber", "signetRing" with "silver signet ring on left hand", "small thumb-sized pendant" with "thumb-sized pendant around neck", "warm inner glow" with "glow", "green eyes" with "her green eyes", "the Nest" with "The Raven's Nest", "Heartstone Pendant" with "deep crimson glow", "secret room" with "hidden a floor below the main bar", " " be

Evaluation details

Result

Evaluator

Details

Meta Data

0.0000%

Accuracy (recall)

Matched: 0/5, FP: 0

parsedCount

matched

total

falsePositives

expectedDetails

expected

entry	"4412"
detail	"eyeColor"
summary	"Aurora has bright blue eyes per her codex entry, but the passage says she has green eyes."

status

"missed"

expected

entry	"4412"
detail	"species"
summary	"Aurora is Human per her codex entry, but the passage refers to her as Half-Fae."

status

"missed"

expected

entry	"2001"
detail	"chainMaterial"
summary	"The Heartstone Pendant has a silver chain per its codex entry, but the passage says golden chain."

status

"missed"

expected

entry	"4413"
detail	"beard"
summary	"Silas's beard matches his grey-streaked auburn hair per codex, but the passage says dark brown beard."

status

"missed"

expected

entry	"853"
detail	"ruler"
summary	"Dymas is Prince Belphegor's realm per the codex, but the passage says Prince Mammon's realm."

status

"missed"

falsePositiveDetails

(empty)

0.0000%

Precision

True positives: 0/0

totalReported	0
truePositives	0
reportedDetails	(empty)

10.0000%

Structural validity

Parsed: 0, Well-formed: 0/0

parsedCount	0
wellFormedScore	0
hasAttempt	true

3.3333%