Run: 2026-07-07-01KWZ5ADVP6H2A6D04EHVQ9A35

Run Details

Duration:
59.2s
Cost:
$0.005013
Provider:
AionLabs

Evaluation summary

Score Evaluator
Details Link
0.00% Accuracy (recall) (details)
0.00% Precision (details)
10.00% Structural validity (details)
3.3333% 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="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
I need to find every factual inconsistency between the text and the codex. Let's check each detail. Text paragraph 1: "Eva adjusted her square glasses" - codex 4414 says "round glasses". Contradiction. "curly red hair" matches codex. "freckled face" - codex mentions "freckled complexion" so that's fine. Text paragraph 2: "Prince Belphegor's domain of greed" - codex 853 for Dymas says Prince Belphegor is ruler. But codex 855 Avaros (Greed) says Prince Mammon is ruler. The text says Avaros is Prince Belphegor's domain of greed, but in codex, Belphegor is ruler of Dymas (Gluttony), and Mammon is ruler of Avaros (Greed). So contradiction about the ruler of Avaros. Also the text says "domain of greed" - Avaros is greed, that's fine. But the ruler is wrong. Text paragraph 3: "Lucien leaned over it with both his amber eyes" - codex 4415 says heterochromatic — one amber, one black. So saying "both his amber eyes" contradicts that one eye is black. Text paragraph 4: "The Ledger of Debts... it originally came from Dymas, not Avaros." Codex 2002 says origin Avaros. So text says it came from Dymas, codex says Avaros. Contradiction. Text paragraph 5: "Detective Quinn sat in an unmarked car, her blue eyes" - codex 4416 says brown eyes. Contradiction. "her short blonde hair" - codex 4416 says closely cropped salt-and-pepper. Contradiction. "watching the museum entrance" - not a contradiction. "Her short blonde hair caught the streetlight" - already a contradiction. The text also mentions "square glasses" for Eva, codex says "round glasses". Let me also check if there are any other details. The text says "Eva adjusted her square glasses" - paragraph 1. "her curly red hair falling across her freckled face" - freckles are fine. "Prince Belphegor's domain of greed" - paragraph 2. "both his amber eyes" - paragraph 3. "it originally came from Dymas, not Avaros" - paragraph 4. "her blue eyes" - paragraph 5. "her short blonde hair" - paragraph 5. I need to output each violation as an XML element. Paragraph numbers: paragraph 1 has square glasses. paragraph 2 has Belphegor ruling Greed. paragraph 3 has both amber eyes. paragraph 4 has origin Dymas. paragraph 5 has blue eyes and blonde hair. Let me structure the output. For each violation: entry, detail, paragraph, substring, explanation. I need to use the exact attribute names from codex. For Eva's glasses: "glasses" from codex 4414. For Lucien's eyes: "eyeColor" from 4415. For Avaros ruler: "ruler" from 855. For Ledger origin: "origin" from 2002. For Quinn's eyes: "eyeColor" from 4416. For Quinn's hair: "hair" from 4416. The substring should be exact from the text. For paragraph 2: "Prince Belphegor's domain of greed" - but the violation is that it says Belphegor rules Avaros, but the codex says Mammon rules Avaros. So substring should include "Prince Belphegor's domain of greed" or maybe just "Prince Belphegor's". For paragraph 4: "it originally came from Dymas, not Avaros" - that's the whole sentence. For paragraph 1: "square glasses" is the substring. For paragraph 3: "both his amber eyes" is the substring. For paragraph 5: "her blue eyes" and "short blonde hair". Let me write the output. I should output only the violation elements, no other text. Let me double-check if there are any other contradictions. The text says "Eva" but codex says name Eva, that's fine. "Lucien" - fine. "Detective Quinn" - fine. "She's with a male companion — platinum blond, tailored suit" - that matches Lucien's description. I think I've got all. Now, output formatting. Use <violation> elements. I'll write them.
created_at"2026-07-07T20:46:40.005Z" 7/7/2026, 8:46:40 PM
model"aion-labs/aion-3.0-mini-20260707"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency736
moderation_latency(null)
generation_time59019
tokens_prompt2275
tokens_completion2749
native_tokens_prompt2204
native_tokens_completion2628
native_tokens_completion_images(null)
native_tokens_reasoning1781
native_tokens_cached401
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
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origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.00501348
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provider_responses
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endpoint_id"0ad7ab68-a351-4a96-b2ef-fa8fe13adae3"
id"709eb9cdd8d44200aab5676cc6367a53"
is_byokfalse
latency736
model_permaslug"aion-labs/aion-3.0-mini-20260707"
provider_name"AionLabs"
status200
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http_referer(null)
request_id"req-1783457200-2RyVO4MEr99aOgwJIw0y"
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api_type"completions"
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Evaluation details

Result Evaluator Details Meta Data
0.00% Accuracy (recall)
Matched: 0/6, FP: 0
parsedCount0
matched0
total6
falsePositives0
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"missed"
falsePositiveDetails(empty)
0.00% Precision
True positives: 0/0
totalReported0
truePositives0
reportedDetails(empty)
10.00% Structural validity
Parsed: 0, Well-formed: 0/0
parsedCount0
wellFormedScore0
hasAttempttrue
3.3333%