Run: 2026-02-16-01KHJ32VCDKEW6KS18WW4KDNRM

Run Details

Duration:
26.4s
Cost:
$0.001599
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

AI
<violation entry="4414" detail="glasses" paragraph="1" substring="square glasses">The text says Eva has square glasses, but the codex says she has round glasses.</violation> <violation entry="854" detail="signColor" paragraph="1" substring="green neon sign">The text mentions a green neon sign, but the codex specifies a distinctive green neon sign. This is not a contradiction, but let me re-check. Ah, wait. The text mentions no sign. I misread. Let me re-scan. Okay, the text does not mention the sign at all. My mistake. Let me re-evaluate the entire text against the codex. Paragraph 1: "Eva adjusted her square glasses". Codex (4414) says "round glasses". This is a contradiction. Paragraph 1: "her curly red hair falling across her freckled face". Codex (4414) says "curly red" hair and "freckled complexion". This matches. Paragraph 2: "Prince Belphegor's domain of greed". Codex (855) for Avaros (Greed) says the ruler is "Prince Mammon". Codex (853) for Dymas (Gluttony) says the ruler is "Prince Belphegor". This is a contradiction. Paragraph 2: "Lucien, who leaned over it with both his amber eyes". Codex (4415) for Lucien says his eyes are "heterochromatic — one amber, one black". This is a contradiction. Paragraph 3: "And it originally came from Dymas, not Avaros." Codex (2002) for The Ledger of Debts says its origin is "Avaros". This is a contradiction. Paragraph 4: "Detective Quinn sat in an unmarked car, her blue eyes". Codex (4416) for Detective Quinn says her eye color is "brown". This is a contradiction. Paragraph 4: "Her short blonde hair". Codex (4416) for Detective Quinn says her hair is "closely cropped salt-and-pepper". This is a contradiction. I have found six violations. I will now generate the XML output. <violation entry="4414" detail="glasses" paragraph="1" substring="square glasses">The text says Eva has square glasses, but the codex says her glasses are round.</violation> <violation entry="855" detail="ruler" paragraph="2" substring="Prince Belphegor's domain of greed">The text says Prince Belphegor rules the domain of greed (Avaros), but the codex states Prince Mammon rules Avaros and Prince Belphegor rules Dymas (Gluttony).</violation> <violation entry="4415" detail="eyeColor" paragraph="2" substring="both his amber eyes">The text says Lucien has two amber eyes, but the codex states his eyes are heterochromatic: one amber and one black.</violation> <violation entry="2002" detail="origin" paragraph="3" substring="it originally came from Dymas, not Avaros">The text says The Ledger of Debts came from Dymas, but the codex states its origin is Avaros.</violation> <violation entry="4416" detail="eyeColor" paragraph="4" substring="her blue eyes">The text says Detective Quinn has blue eyes, but the codex states her eyes are brown.</violation> <violation entry="4416" detail="hair" paragraph="4" substring="Her short blonde hair">The text says Detective Quinn has short blonde hair, but the codex states her hair is closely cropped salt-and-pepper.</violation>
created_at"2026-02-16T02:05:14.261076+00:00" 2/16/2026, 2:05:14 AM
model"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency277
moderation_latency(null)
generation_time26287
tokens_prompt2275
tokens_completion771
native_tokens_prompt2196
native_tokens_completion814
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached2176
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"
usage0.0015990399984768
router(null)
provider_responses
0
id"chatcmpl-RvzgypWYjmxVae4m5sGcpwn2"
status200
is_byokfalse
latency69
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
api_type"completions"
id"gen-1771207486-pqZhEqaXcZdyXr09K08d"
upstream_id"chatcmpl-RvzgypWYjmxVae4m5sGcpwn2"
total_cost0.0015990399984768
cache_discount0.0007616000015232
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
8.3333% Accuracy (recall)
Matched: 1/6, FP: 1
parsedCount2
matched1
total6
falsePositives1
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"
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"
3
expected
entry"4416"
detail"eyeColor"
summary"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."
status"missed"
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"
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 says Eva has square glasses, but the codex says she has round glasses."
paragraph1
substring"square glasses"
location
extractedText"square glasses"
inBoundstrue
expectedText"her square glasses"
locationAccuratetrue
falsePositiveDetails
0
parsed
entry"854"
detail"signColor"
explanation"The text mentions a green neon sign, but the codex specifies a distinctive green neon sign. This is not a contradiction, but let me re-check. Ah, wait. The text mentions no sign. I misread. Let me re-scan. Okay, the text does not mention the sign at all. My mistake. Let me re-evaluate the entire text against the codex.\n\nParagraph 1: \"Eva adjusted her square glasses\". Codex (4414) says \"round glasses\". This is a contradiction.\nParagraph 1: \"her curly red hair falling across her freckled face\". Codex (4414) says \"curly red\" hair and \"freckled complexion\". This matches.\nParagraph 2: \"Prince Belphegor's domain of greed\". Codex (855) for Avaros (Greed) says the ruler is \"Prince Mammon\". Codex (853) for Dymas (Gluttony) says the ruler is \"Prince Belphegor\". This is a contradiction.\nParagraph 2: \"Lucien, who leaned over it with both his amber eyes\". Codex (4415) for Lucien says his eyes are \"heterochromatic — one amber, one black\". This is a contradiction.\nParagraph 3: \"And it originally came from Dymas, not Avaros.\" Codex (2002) for The Ledger of Debts says its origin is \"Avaros\". This is a contradiction.\nParagraph 4: \"Detective Quinn sat in an unmarked car, her blue eyes\". Codex (4416) for Detective Quinn says her eye color is \"brown\". This is a contradiction.\nParagraph 4: \"Her short blonde hair\". Codex (4416) for Detective Quinn says her hair is \"closely cropped salt-and-pepper\". This is a contradiction.\n\nI have found six violations. I will now generate the XML output."
paragraph1
substring"green neon sign"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText""
locationAccuratefalse
50.0000% Precision
True positives: 1/2
totalReported2
truePositives1
reportedDetails
0
parsed
entry"4414"
detail"glasses"
explanation"The text says Eva has square glasses, but the codex says she has round glasses."
paragraph1
substring"square glasses"
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"square glasses"
inBoundstrue
expectedText"her square glasses"
locationAccuratetrue
1
parsed
entry"854"
detail"signColor"
explanation"The text mentions a green neon sign, but the codex specifies a distinctive green neon sign. This is not a contradiction, but let me re-check. Ah, wait. The text mentions no sign. I misread. Let me re-scan. Okay, the text does not mention the sign at all. My mistake. Let me re-evaluate the entire text against the codex.\n\nParagraph 1: \"Eva adjusted her square glasses\". Codex (4414) says \"round glasses\". This is a contradiction.\nParagraph 1: \"her curly red hair falling across her freckled face\". Codex (4414) says \"curly red\" hair and \"freckled complexion\". This matches.\nParagraph 2: \"Prince Belphegor's domain of greed\". Codex (855) for Avaros (Greed) says the ruler is \"Prince Mammon\". Codex (853) for Dymas (Gluttony) says the ruler is \"Prince Belphegor\". This is a contradiction.\nParagraph 2: \"Lucien, who leaned over it with both his amber eyes\". Codex (4415) for Lucien says his eyes are \"heterochromatic — one amber, one black\". This is a contradiction.\nParagraph 3: \"And it originally came from Dymas, not Avaros.\" Codex (2002) for The Ledger of Debts says its origin is \"Avaros\". This is a contradiction.\nParagraph 4: \"Detective Quinn sat in an unmarked car, her blue eyes\". Codex (4416) for Detective Quinn says her eye color is \"brown\". This is a contradiction.\nParagraph 4: \"Her short blonde hair\". Codex (4416) for Detective Quinn says her hair is \"closely cropped salt-and-pepper\". This is a contradiction.\n\nI have found six violations. I will now generate the XML output."
paragraph1
substring"green neon sign"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText""
locationAccuratefalse
100.0000% Structural validity
Parsed: 2, Well-formed: 2/2
parsedCount2
wellFormedScore2
52.7778%