Run: 2026-07-07-01KWZ3G972DJQ07T4M0MNDS882

Run Details

Duration:
58.8s
Cost:
$0.004311
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
1. Eva's glasses: "square glasses" vs. codex "round glasses" → violation of codex 4414. 2. Avaros ruler: text says "Prince Belphegor's domain of greed" but codex 853 says Belphegor rules Dymas (Gluttony), and codex 855 says Mammon rules Avaros (Greed) → paragraph 2, substring "Prince Belphegor's domain of greed". The entry could be 853 or 855. The detail is "ruler" or "sin". I'll cite entry 855 and also note it's wrong because the text attributes Avaros's sin to Belphegor. 3. Lucien's eyes: "both his amber eyes" → codex 4415 says heterochromatic (one amber, one black). Violation of "eyeColor". Paragraph 2, substring "both his amber eyes". 4. Ledger of Debts origin: text says "it originally came from Dymas, not Avaros" → codex 2002 says origin is Avaros. So violation of "origin" (or "type"?? no). Paragraph 2, substring "it originally came from Dymas, not Avaros". This contradicts codex entry 2002 which says origin="Avaros". 5. Detective Quinn: "her blue eyes" → codex 4416 says brown eyes. Also "short blonde hair" → codex 4416 says cropped salt-and-pepper hair. Also "raising a radio to her lips" – she might do that, no violation there. But eye color and hair color are contradicted. Paragraph 3, substring "her blue eyes" and "her short blonde hair". These are separate violations. Let me check each paragraph: Paragraph 1: "Eva adjusted her square glasses" – square vs round. That's a violation of codex 4414 glasses detail. Also "curly red hair falling across her freckled face" – that matches (hair, freckles). "heavy tome" – no codex detail, fine. Paragraph 2: "Prince Belphegor's domain of greed" – wrong ruler for greed domain. Avaros is greed, ruler Mammon. Dymas is gluttony, ruler Belphegor. So this is both a wrong attribution: Belphegor is not ruler of greed. Violation of codex 855's ruler detail, or 853's sin? Actually, the text says "Avaros... Prince Belphegor's domain of greed". Avaros is defined as Greed with ruler Mammon. So Belphegor is not associated with Avaros. So codex 855 is violated because the text gives the wrong ruler for Avaros. The specific detail is "ruler". Alternatively, you could cite 853 because Belphegor is the ruler of Dymas, not Avaros. But the violation is that the text says Avaros is ruled by Belphegor, contradicting codex 855. Better to cite entry 855 (Avaros) with detail "ruler". Or maybe both? But the instruction says each violation should be one XML element. Since it's one inaccuracy (the ruler of Avaros), I'll cite 855. "both his amber eyes" – Lucien has heterochromatic eyes, so this is wrong. Violation of 4415 eyeColor. "The Ledger of Debts... and it originally came from Dymas, not Avaros" – codex 2002 says origin="Avaros", so the text claims origin is Dymas, contradiction. Violation of 2002 origin. Paragraph 3: "her blue eyes" – Quinn's eyes are brown. Violation of 4416 eyeColor. "short blonde hair" – Quinn's hair is salt-and-pepper. Violation of 4416 hair. I need to output multiple <violation> elements. Each must have: entry, detail, paragraph, substring, and explanation in body. Let me list them: 1. entry="4414" detail="glasses" paragraph="1" substring="square glasses" → square vs round 2. entry="855" detail="ruler" paragraph="2" substring="Prince Belphegor's domain of greed" → Belphegor rules Dymas, not Avaros 3. entry="4415" detail="eyeColor" paragraph="2" substring="both his amber eyes" → should be heterochromatic 4. entry="2002" detail="origin" paragraph="2" substring="it originally came from Dymas, not Avaros" → codex says origin is Avaros 5. entry="4416" detail="eyeColor" paragraph="3" substring="her blue eyes" → should be brown 6. entry="4416" detail="hair" paragraph="3" substring="short blonde hair" → should be salt-and-pepper Note: For Quinn, her watch is not mentioned, so no violation there. Her bearing and jawline are not referenced. Make sure to use the exact attribute names from codex: for Eva, it's "glasses" in the codex (not "glassesType"). For Quinn, "eyeColor" and "hair" (the root element name is "hair", not "hairColor"). For Lucien, "eyeColor". For Avaros, "ruler". For Ledger, "origin". Output only the XML.
created_at"2026-07-07T20:14:54.708Z" 7/7/2026, 8:14:54 PM
model"aion-labs/aion-3.0-mini-20260707"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1318
moderation_latency(null)
generation_time58633
tokens_prompt2275
tokens_completion1900
native_tokens_prompt2204
native_tokens_completion1977
native_tokens_completion_images(null)
native_tokens_reasoning819
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.0043106
router(null)
provider_responses
0
endpoint_id"0ad7ab68-a351-4a96-b2ef-fa8fe13adae3"
id"4c91aea5b2244f99b8bd1035c8a0ad84"
is_byokfalse
latency1315
model_permaslug"aion-labs/aion-3.0-mini-20260707"
provider_name"AionLabs"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1783455294-0H91sGgxV04hl7I03cbS"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1783455294-AciYiL9NBmRevOBzAiTO"
upstream_id"4c91aea5b2244f99b8bd1035c8a0ad84"
total_cost0.0043106
cache_discount(null)
upstream_inference_cost0
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: 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%