Run: 2026-02-22-01KJ1AC49V628E2TM29TR78Q7M

Evaluation summary

Score Evaluator
Details Link
50.00% Correct "no violations" response (details)
8.33% No hallucinated violations (details)
29.1667% 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="100" name="Torben Reikhart" aliases="Stray"> <gender>Male</gender> <eyeColor>Green</eyeColor> <hairColor>Silver</hairColor> </character> <character id="101" name="Sable Dunmore"> <species>Human</species> <gender>Female</gender> <age>28</age> <eyeColor>Brown</eyeColor> <hairColor>Auburn</hairColor> </character> <character id="102" name="Old Rivka"> <gender>Female</gender> </character> <character id="103" name="Petal Dunmore"> <gender>Female</gender> </character> <character id="104" name="Jurren Dunmore"> <gender>Male</gender> </character> <location id="105" name="The Rusty Lantern"/> <location id="106" name="Dunmore"> <terrain>Coastal</terrain> </location> <item id="107" name="Kindling"> <material>Dark iron</material> <objectType>Weapon</objectType> <power>Fire</power> </item> <item id="108" name="Petal's Locket"> <material>Silver</material> <objectType>Jewelry</objectType> </item> <lore id="109" name="The Felling"> <timePeriod>Two centuries ago</timePeriod> <category>War</category> </lore> <lore id="110" name="The Kindling Rite"> <category>Tradition</category> </lore> </codex> <text> The Rusty Lantern sat crooked on its foundations, listing toward the harbor like a drunk leaning on a post. Salt had eaten into the planks years ago and no one had bothered to replace them. The ceiling beams were black with smoke. Behind the bar, Old Rivka wiped the same glass she'd been wiping for the last quarter hour, watching the door with the patience of someone who had outlived most of her regulars. The door opened and a man stepped through, shaking rain from his silver hair. Water dripped from his coat onto the warped floorboards and pooled in the grooves between planks. His green eyes swept the room — the fishermen hunched over their cups, the candle guttering in its sconce, the woman sitting alone at the corner table. He smelled of wet wool and the cold air off the harbor. Old Rivka raised her chin. "Stray," she called across the room. "Didn't think you'd show." He didn't answer. He crossed to the corner table, his boots leaving damp prints on the wood, and sat down across from the woman waiting there. Sable Dunmore was twenty-eight years old, human, and tired of waiting. Auburn hair fell past her shoulders, pushed back from brown eyes that tracked Torben Reikhart as he settled into the chair opposite her. On the table between them lay a sword — Kindling, she called it. A dark iron blade, the metal faintly warm even in the chill of the tavern. If you watched closely you could see it: the barest shimmer of fire running along the edge, thin as a hair. At her neck hung a silver locket. Petal's Locket, though she never called it that aloud. "It still has her hair inside," she said, touching it once. "That's all I have left of her." Torben waited. He'd learned when to be quiet. "My sister Petal," Sable said. "She was fourteen when The Felling reached Dunmore. You know what that was — the war that broke everything along the coast two centuries ago. Jurren — our father — he told me to take Petal and run. I did. She didn't make it." Torben didn't ask the obvious question. Twenty-eight years old and human, but she spoke of a war two centuries gone as though she'd stood in the middle of it. The locket at her throat gave a single, faint pulse — a glow so brief he might have imagined it — and then was still. Sable's hand moved to the locket again. "We couldn't give her a Kindling Rite. You know the tradition? You burn the dead with what they loved. Their tools. Their letters. You give it all to the fire so they carry it onward. But there was no body to burn. Nothing left of her but this locket and whatever I can remember." She looked at Torben. "Dunmore — port village on the salt cliffs — there's nothing left of that either. Just rock and old foundations." Torben said, "Then we'd better make it count." Sable picked up Kindling and sheathed it. They left the Rusty Lantern without another word. The rain had stopped. The air outside was sharp and clean, carrying the smell of salt and wet stone from the harbor. Somewhere down the waterfront a shutter banged in the wind. Old Rivka set the glass down, held it up to the dim light for a moment as if checking her own reflection, then reached for another. </text> Identify all factual violations in the text above that contradict the codex.

Model response

AI
<violation entry="107" detail="material" paragraph="6" substring="dark iron blade">The text describes Kindling as having a dark iron blade, but the codex states it is made of dark iron (which is consistent). No violation.</violation> <violation entry="108" detail="material" paragraph="6" substring="silver locket">The text describes Petal's Locket as silver, which matches the codex entry stating it is made of silver. No violation.</violation> <violation entry="109" detail="timePeriod" paragraph="8" substring="two centuries gone">The text states The Felling occurred two centuries ago, which matches the codex entry stating it was two centuries ago. No violation.</violation> <violation entry="110" detail="category" paragraph="9" substring="tradition">The text describes the Kindling Rite as a tradition, which matches the codex entry categorizing it as a tradition. No violation.</violation> <violation entry="106" detail="terrain" paragraph="10" substring="port village on the salt cliffs">The text describes Dunmore as a port village on salt cliffs, but the codex only specifies it has coastal terrain. This is not a direct contradiction as salt cliffs are a type of coastal terrain. No violation.</violation> <violation entry="101" detail="hairColor" paragraph="5" substring="Auburn hair">The text describes Sable's hair as auburn, which matches the codex entry stating her hair color is auburn. No violation.</violation> <violation entry="101" detail="eyeColor" paragraph="5" substring="brown eyes">The text describes Sable's eyes as brown, which matches the codex entry stating her eye color is brown. No violation.</violation> <violation entry="100" detail="hairColor" paragraph="3" substring="silver hair">The text describes Torben's hair as silver, which matches the codex entry stating his hair color is silver. No violation.</violation> <violation entry="100" detail="eyeColor" paragraph="3" substring="green eyes">The text describes Torben's eyes as green, which matches the codex entry stating his eye color is green. No violation.</violation> <violation entry="101" detail="age" paragraph="5" substring="twenty-eight years old">The text states Sable is twenty-eight years old, which matches the codex entry stating her age is 28. No violation.</violation> <violation entry="101" detail="species" paragraph="5" substring="human">The text describes Sable as human, which matches the codex entry stating her species is human. No violation.</violation> <violations-none/>
created_at"2026-02-22T00:00:47.427Z" 2/22/2026, 12:00:47 AM
model"arcee-ai/trinity-large-preview:free"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency251
moderation_latency(null)
generation_time15023
tokens_prompt1587
tokens_completion641
native_tokens_prompt1422
native_tokens_completion563
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
router(null)
provider_responses
0
endpoint_id"b9d81865-ce9a-432a-9cd5-0d9be55e7cb5"
id"chatcmpl-b4efa1c3b88d7c27"
is_byokfalse
latency111
model_permaslug"arcee-ai/trinity-large-preview"
provider_name"Arcee AI"
status200
api_type"completions"
id"gen-1771718447-Eaoaf9ZIqgh3SMLNrojK"
upstream_id"chatcmpl-b4efa1c3b88d7c27"
total_cost0
cache_discount(null)
upstream_inference_cost0
provider_name"Arcee AI"

Evaluation details

Result Evaluator Details Meta Data
50.00% Correct "no violations" response
Response should contain <violations-none/> or equivalent phrasing
hasViolationTagstrue
hasViolationsNoneTagtrue
8.33% No hallucinated violations
Response must not contain any <violation> tags
hasViolationTagstrue
responseLength2497
violationCount11
29.1667%