Run: 2026-02-16-01KHJ01GZ4EX7S1EYWC9JJSC1F

Run Details

Duration:
8.6s
Cost:
$0.000069
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> <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

AI
<violation entry="4414" detail="hair" paragraph="2" substring="her curly red hair falling">The text says curly red hair, but the codex says curly is not part of the description, and while the color is correct, it does not specify Eva always having red hair.</violation> <violation entry="4412" detail="eyeColor" paragraph="1" substring="Aurora's childhood friend and an occult researcher, whom she was just about to contact on her freelance coding work">The text says Avaros has ruler Prince Belphegor, but the codex says Prince Mammon rules Avaros. The first location that Eva moves to two years before Aurora is also not mentioned in the codex.</violation> <violation entry="4412" detail="eyeColor" paragraph="2" substring="Detective Quinn sat in an unmarked car, her blue eyes watching the museum entrance. ">The text says Detective Quinn's eye color is brown, not blue, based on the codex.</violation> <violation entry="4412" detail="hair" paragraph="2" substring="Detective Quinn's short blonde hair caught the streetlight ">The text says Detective Quinn's hair is closely cropped salt-and-pepper, not short blonde.</violation> <violation entry="2001" detail="origin" paragraph="3" substring="The Ledger of Debts">The text says The Ledger of Debts originated in Avaros, but the codex says it originated in Dymas.</violation> <violation entry="4414" detail="glasses" paragraph="1" substring="Eva adjusted her glasses and">The text incorrectly states Eva adjusted her square glasses; the codex states she wears round glasses.</violation> <violation entry="4415" detail="hair" paragraph="1" substring="who leaned over it with both his amber eyes narrowed in concentration.">The text says Lucien has heterochromatic eyes, one amber and one black, but implies he has two amber eyes.</violation> <violation entry="4412" detail="species" paragraph="2" substring="Aurora's childhood friend and an occult researcher .">The species of Eva is correctly listed in the codex, but her species is mentioned in the text as Human, making the species incorrect because her species is actually listed as Half-Demon; this relationship was listed as not applicable.
created_at"2026-02-16T01:11:47.075392+00:00" 2/16/2026, 1:11:47 AM
model"meta-llama/llama-3.1-8b-instruct"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency935
moderation_latency(null)
generation_time8442
tokens_prompt2319
tokens_completion543
native_tokens_prompt2199
native_tokens_completion508
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00006938
router(null)
provider_responses
0
id"eda43b96d14045158f16c4913920c90c"
status200
is_byokfalse
latency935
endpoint_id"baecce7a-5028-432e-aaa8-d78b5b700929"
provider_name"Novita"
model_permaslug"meta-llama/llama-3.1-8b-instruct"
api_type"completions"
id"gen-1771204297-en3Ew5lQvhE6hoUkOVn2"
upstream_id"eda43b96d14045158f16c4913920c90c"
total_cost0.00006938
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
0.0000% Accuracy (recall)
Matched: 1/6, FP: 7
parsedCount8
matched1
total6
falsePositives7
expectedDetails
0
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"missed"
1
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"missed"
nearMiss
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Avaros has ruler Prince Belphegor, but the codex says Prince Mammon rules Avaros. The first location that Eva moves to two years before Aurora is also not mentioned in the codex."
paragraph1
substring"Aurora's childhood friend and an occult researcher, whom she was just about to contact on her freelance coding work"
reason"entry mismatch: got \"4412\", expected \"4415\""
2
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"missed"
nearMiss
parsed
entry"2001"
detail"origin"
explanation"The text says The Ledger of Debts originated in Avaros, but the codex says it originated in Dymas."
paragraph3
substring"The Ledger of Debts"
reason"entry mismatch: got \"2001\", expected \"2002\""
3
expected
entry"4416"
detail"eyeColor"
summary"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."
status"missed"
nearMiss
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Avaros has ruler Prince Belphegor, but the codex says Prince Mammon rules Avaros. The first location that Eva moves to two years before Aurora is also not mentioned in the codex."
paragraph1
substring"Aurora's childhood friend and an occult researcher, whom she was just about to contact on her freelance coding work"
reason"entry mismatch: got \"4412\", expected \"4416\""
4
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"hair"
explanation"The text says curly red hair, but the codex says curly is not part of the description, and while the color is correct, it does not specify Eva always having red hair."
paragraph2
substring"her curly red hair falling"
reason"entry mismatch: got \"4414\", expected \"4416\""
5
expected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
status"matched"
matchedBy
entry"4414"
detail"glasses"
explanation"The text incorrectly states Eva adjusted her square glasses; the codex states she wears round glasses."
paragraph1
substring"Eva adjusted her glasses and"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
falsePositiveDetails
0
parsed
entry"4414"
detail"hair"
explanation"The text says curly red hair, but the codex says curly is not part of the description, and while the color is correct, it does not specify Eva always having red hair."
paragraph2
substring"her curly red hair falling"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
closestExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
reason"detail mismatch: got \"hair\", expected \"glasses\""
1
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Avaros has ruler Prince Belphegor, but the codex says Prince Mammon rules Avaros. The first location that Eva moves to two years before Aurora is also not mentioned in the codex."
paragraph1
substring"Aurora's childhood friend and an occult researcher, whom she was just about to contact on her freelance coding work"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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"entry mismatch: got \"4412\", expected \"4415\""
2
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Detective Quinn's eye color is brown, not blue, based on the codex."
paragraph2
substring"Detective Quinn sat in an unmarked car, her blue eyes watching the museum entrance."
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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"entry mismatch: got \"4412\", expected \"4415\""
3
parsed
entry"4412"
detail"hair"
explanation"The text says Detective Quinn's hair is closely cropped salt-and-pepper, not short blonde."
paragraph2
substring"Detective Quinn's short blonde hair caught the streetlight"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"Her short blonde hair"
locationAccuratefalse
closestExpected
entry"4416"
detail"hair"
summary"Detective Quinn has salt-and-pepper hair per her codex entry, but the passage says blonde hair."
reason"entry mismatch: got \"4412\", expected \"4416\""
4
parsed
entry"2001"
detail"origin"
explanation"The text says The Ledger of Debts originated in Avaros, but the codex says it originated in Dymas."
paragraph3
substring"The Ledger of Debts"
status"false_positive"
location
extractedText"The Ledger of Debts"
inBoundstrue
expectedText"it originally came from Dymas, not Avaros"
locationAccuratefalse
closestExpected
entry"2002"
detail"origin"
summary"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."
reason"entry mismatch: got \"2001\", expected \"2002\""
5
parsed
entry"4415"
detail"hair"
explanation"The text says Lucien has heterochromatic eyes, one amber and one black, but implies he has two amber eyes."
paragraph1
substring"who leaned over it with both his amber eyes narrowed in concentration."
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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 \"hair\", expected \"eyeColor\""
6
parsed
entry"4412"
detail"species"
explanation"The species of Eva is correctly listed in the codex, but her species is mentioned in the text as Human, making the species incorrect because her species is actually listed as Half-Demon; this relationship was listed as not applicable."
paragraph2
substring"Aurora's childhood friend and an occult researcher ."
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText""
locationAccuratefalse
12.5000% Precision
True positives: 1/8
totalReported8
truePositives1
reportedDetails
0
parsed
entry"4414"
detail"hair"
explanation"The text says curly red hair, but the codex says curly is not part of the description, and while the color is correct, it does not specify Eva always having red hair."
paragraph2
substring"her curly red hair falling"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
closestExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
reason"detail mismatch: got \"hair\", expected \"glasses\""
1
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Avaros has ruler Prince Belphegor, but the codex says Prince Mammon rules Avaros. The first location that Eva moves to two years before Aurora is also not mentioned in the codex."
paragraph1
substring"Aurora's childhood friend and an occult researcher, whom she was just about to contact on her freelance coding work"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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"entry mismatch: got \"4412\", expected \"4415\""
2
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Detective Quinn's eye color is brown, not blue, based on the codex."
paragraph2
substring"Detective Quinn sat in an unmarked car, her blue eyes watching the museum entrance."
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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"entry mismatch: got \"4412\", expected \"4415\""
3
parsed
entry"4412"
detail"hair"
explanation"The text says Detective Quinn's hair is closely cropped salt-and-pepper, not short blonde."
paragraph2
substring"Detective Quinn's short blonde hair caught the streetlight"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText"Her short blonde hair"
locationAccuratefalse
closestExpected
entry"4416"
detail"hair"
summary"Detective Quinn has salt-and-pepper hair per her codex entry, but the passage says blonde hair."
reason"entry mismatch: got \"4412\", expected \"4416\""
4
parsed
entry"2001"
detail"origin"
explanation"The text says The Ledger of Debts originated in Avaros, but the codex says it originated in Dymas."
paragraph3
substring"The Ledger of Debts"
status"false_positive"
location
extractedText"The Ledger of Debts"
inBoundstrue
expectedText"it originally came from Dymas, not Avaros"
locationAccuratefalse
closestExpected
entry"2002"
detail"origin"
summary"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."
reason"entry mismatch: got \"2001\", expected \"2002\""
5
parsed
entry"4414"
detail"glasses"
explanation"The text incorrectly states Eva adjusted her square glasses; the codex states she wears round glasses."
paragraph1
substring"Eva adjusted her glasses and"
status"true_positive"
matchedExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
6
parsed
entry"4415"
detail"hair"
explanation"The text says Lucien has heterochromatic eyes, one amber and one black, but implies he has two amber eyes."
paragraph1
substring"who leaned over it with both his amber eyes narrowed in concentration."
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
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 \"hair\", expected \"eyeColor\""
7
parsed
entry"4412"
detail"species"
explanation"The species of Eva is correctly listed in the codex, but her species is mentioned in the text as Human, making the species incorrect because her species is actually listed as Half-Demon; this relationship was listed as not applicable."
paragraph2
substring"Aurora's childhood friend and an occult researcher ."
status"false_positive"
location
extractedText"[not found in paragraph 2]"
inBoundstrue
expectedText""
locationAccuratefalse
100.0000% Structural validity
Parsed: 8, Well-formed: 8/8
parsedCount8
wellFormedScore8
37.5000%