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Run: 2026-07-07-01KWZ5D1RHFMAKEWW0R0T8MX2C
Run Details
Model:
Aion 3.0 Mini
Test:
Codex Violation Detection
Scenario:
10 codex entries
Duration:
52.3s
Cost:
$0.004854
Provider:
AionLabs
Evaluation summary
Score
Evaluator
Details Link
0.00%
Accuracy (recall)
(details)
0.00%
Precision
(details)
100.00%
Structural validity
(details)
33.3333%
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
Messages
Meta
AI
Let me examine each entity in the text. Paragraph 1: "Eva adjusted her square glasses" - codex says "round glasses" for Eva (4414). Violation: glasses shape. Paragraph 1. Paragraph 1 also: "curly red hair" - matches codex. "freckled face" - matches freckles. OK. Paragraph 2: "Prince Belphegor's domain of greed" - codex says Avaros (855) ruler is Prince Mammon, Dymas (853) ruler is Prince Belphegor and sin is Gluttony. So the text says Avaros is ruled by Prince Belphegor, which contradicts codex for Avaros (ruler should be Prince Mammon) and also contradicts Dymas (Belphegor is ruler of Dymas, not Avaros). This is a violation for entry "855" (Avaros) since it says Prince Belphegor's domain of greed, but codex says ruler is Prince Mammon and sin is Greed (correct sin but wrong ruler). And also violation for entry "853" (Dymas) because Belphegor is ruler of Dymas (Gluttony), not Avaros. So two violations in paragraph 2. Paragraph 2: "Lucien leaned over it with both his amber eyes" - codex says Lucien (4415) has heterochromatic eyes: one amber, one black. Saying "both his amber eyes" contradicts that. Violation: eyeColor. Paragraph 2. Paragraph 3: "The Ledger of Debts... originally came from Dymas, not Avaros" - codex says Ledger (2002) origin is Avaros. So text says from Dymas, codex says from Avaros. Violation: origin. Paragraph 3. Paragraph 4: "Detective Quinn sat in an unmarked car, her blue eyes" - codex (4416) says Quinn has brown eyes. Violation: eyeColor. Paragraph 4. Paragraph 4: "Her short blonde hair" - codex says Quinn has "closely cropped salt-and-pepper" hair. Not blonde. Violation: hair. Paragraph 4. Paragraph 4: "She's with a male companion — platinum blond, tailored suit." - That describes Lucien (platinum blond, tailored suit) which matches Lucien's codex (4415: slicked-back platinum blond, tailored charcoal suits). That is fine. Paragraph 2: "He glanced at Eva" - no contradiction. Let me check if any other details: "the restricted archive beneath the British Museum" - Eva works as research assistant at British Museum's restricted archives, so that's fine. Square glasses vs round glasses: codex says Eva has "round glasses". Text says "square glasses". That is a violation for entry 4414, detail glasses, paragraph 1. So violations found: 1. Entry 4414, detail glasses, paragraph 1, substring "square glasses" - codex says round. 2. Entry 855, detail ruler, paragraph 2, substring "Prince Belphegor's domain of greed" - codex says Prince Mammon rules Avaros. 3. Entry 853, detail ruler, paragraph 2, substring "Prince Belphegor's domain of greed" - codex says Belphegor rules Dymas (Gluttony), not Avaros (Greed). So Avaros is misattributed to Belphegor. 4. Entry 4415, detail eyeColor, paragraph 2, substring "both his amber eyes" - codex says heterochromatic (one amber, one black). 5. Entry 2002, detail origin, paragraph 3, substring "originally came from Dymas, not Avaros" - codex says origin Avaros. 6. Entry 4416, detail eyeColor, paragraph 4, substring "her blue eyes" - codex says brown. 7. Entry 4416, detail hair, paragraph 4, substring "short blonde hair" - codex says salt-and-pepper. For violation 3, the substring is the same as violation 2 but different entry. I'll include both. Now, check paragraph numbers: The text has 4 paragraphs (separated by blank lines). Let me confirm: Paragraph 1: "The restricted archive... across her freckled face." Paragraph 2: '"Found it,"... He glanced at Eva.' Paragraph 3: '"That's the one,"... from Dymas, not Avaros."' Paragraph 4: "Upstairs, Detective Quinn... Keeping eyes on."' Yes. So paragraph 1: glasses violation. Paragraph 2: ruler violations (two entries) and eyeColor violation. Paragraph 3: origin violation. Paragraph 4: eyeColor and hair violations. Now output format: <violation entry="..." detail="..." paragraph="..." substring="...">explanation</violation> Make sure to use exact substring from text. For "square glasses" - the substring is "square glasses" from "adjusted her square glasses". For Prince Belphegor: "Prince Belphegor's domain of greed" - includes the whole phrase. For "both his amber eyes" - that exact phrase. For "originally came from Dymas, not Avaros" - that's the substring. For "her blue eyes" - that's from "her blue eyes watching". For "short blonde hair" - from "Her short blonde hair". Let me write them out.
created_at
"2026-07-07T20:48:05.919Z"
7/7/2026, 8:48:05 PM
model
"aion-labs/aion-3.0-mini-20260707"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
371
moderation_latency
(null)
generation_time
52130
tokens_prompt
2275
tokens_completion
2563
native_tokens_prompt
2204
native_tokens_completion
2514
native_tokens_completion_images
(null)
native_tokens_reasoning
1404
native_tokens_cached
401
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.00485388
router
(null)
provider_responses
0
endpoint_id
"0ad7ab68-a351-4a96-b2ef-fa8fe13adae3"
id
"b857785324bf47179b81148c5ccc2727"
is_byok
false
latency
371
model_permaslug
"aion-labs/aion-3.0-mini-20260707"
provider_name
"AionLabs"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1783457285-NSVHFRCsExGLMHlo0g95"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1783457285-xgrT58cwQ8G4X73ChHLz"
upstream_id
"b857785324bf47179b81148c5ccc2727"
total_cost
0.00485388
cache_discount
0.00020852
upstream_inference_cost
0
provider_name
"AionLabs"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
0.00%
Accuracy (recall)
Matched: 0/6, FP: 1
parsedCount
1
matched
0
total
6
falsePositives
1
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"
nearMiss
parsed
entry
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", expected \"855\""
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
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", 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
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", 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
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", 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
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", expected \"4416\""
5
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
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
reason
"entry mismatch: got \"...\", expected \"4414\""
falsePositiveDetails
0
parsed
entry
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
status
"false_positive"
location
extractedText
(null)
inBounds
false
expectedText
"Prince Belphegor's domain of greed"
locationAccurate
(null)
closestExpected
entry
"855"
detail
"ruler"
summary
"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."
reason
"entry mismatch: got \"...\", expected \"855\""
0.00%
Precision
True positives: 0/1
totalReported
1
truePositives
0
reportedDetails
0
parsed
entry
"..."
detail
"..."
explanation
"explanation"
paragraph
(null)
substring
"..."
status
"false_positive"
location
extractedText
(null)
inBounds
false
expectedText
"Prince Belphegor's domain of greed"
locationAccurate
(null)
closestExpected
entry
"855"
detail
"ruler"
summary
"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."
reason
"entry mismatch: got \"...\", expected \"855\""
100.00%
Structural validity
Parsed: 1, Well-formed: 1/1
parsedCount
1
wellFormedScore
1
33.3333%