Run: 2026-02-21-01KJ15PNPQS8YN7BP15HCGW09V

Run Details

Duration:
34.4s
Cost:
$0.015674
Provider:
Amazon Bedrock

Evaluation summary

Score Evaluator
Details Link
50.00% Correct "no violations" response (details)
20.00% No hallucinated violations (details)
35.0000% 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 Spire of Echoes rose from the mountain's shoulder like a black tooth against the snow. It was a fortress — had always been a fortress, even before the wars had given it purpose. The mountain terrain was brutal here: sheer rock faces, ice in the crevices, a wind that cut through wool and leather alike. Frost coated every surface. The stone was dark and slick with it. Higher up, the walls narrowed and the architecture lost whatever human intention had shaped it, becoming something closer to geology — as if the mountain had grown the tower from its own bone. Birds didn't nest here. Nothing lived on these upper slopes that didn't have to. Torben — Stray, as some still called him — stood at the base and looked up at the tower disappearing into cloud. The cold had already found his fingers, his jaw, the gap at his collar where the wind threaded itself like a needle. He had been in worse places. Not many. They gathered in the courtyard, such as it was — a flat expanse of flagstone swept clean by the wind. Sable stood to his left, arms crossed, her jaw set. She hadn't spoken since the last ridge, and her silence had a texture to it — the kind that discouraged questions. Behind her, the dwarf Grunn — Old Tetch — leaned on a broken wall and said nothing. His eyes moved, though. They tracked every shadow, every doorway, every place a man could hide or a wall could fall. Iselda waited near the gate, still as a statue, her pale features betraying nothing of the climb or the cold. Brother Hemmen — the Eyeless — had arrived before any of them, as if the mountain were a place he already knew. He stood with his hands folded inside his sleeves, his ashen eyes turned toward the Spire as though he could see something in it the rest of them could not. And there was one more: Captain Mettik, a human soldier who'd marched three days through the passes to meet them. He stood apart from the others, straight-backed, watching the Spire with the wary respect of a man who had seen buildings kill people. His boots were caked with ice and his cloak was torn at the shoulder, but he held himself like the march had been nothing. They descended into the Sanctum through a narrow stair that curled beneath the Spire's foundation. The steps were worn smooth by centuries of feet, and the walls pressed close — close enough that Grunn's shoulders scraped stone on both sides. The Sanctum was a chamber carved from the mountain's root — circular, low-ceilinged, the walls covered in carvings so old the stone had softened around them. Pillars braced the ceiling at intervals, squat and thick, and between them the carvings ran in unbroken bands — figures, symbols, scenes rendered in a style that predated any kingdom Torben knew by name. Dim light filtered through cracks in the rock above. The air smelled of wet stone and something older, something mineral and faintly sweet, like the breath of a cave that had been sealed for a long time. It was cold. Everything here was cold. Hemmen spoke first. He stood at the center of the chamber, one hand resting on the wall, and told them what the carvings meant. "The Riven War," he said. "A thousand years before the Felling. Queen Veredine — Veredine the Undying, an elf who commanded the living and the dead — she built this place as a seal. Her army, the Pallid Host, were the restless dead she had bound to her will. They did not tire. They did not question. They marched where she pointed and they consumed what stood in their path." His fingers found a groove in the stone — a long column of figures, some standing, some fallen. "When the war ended, she sealed them here. Entombed them beneath the mountain where the cold and the weight of the rock would hold them still." He traced a line across the stone with one finger. "Hatchwell — the town that stood at the mountain's base — burned. Nothing left. The Pallid Host marched through it on their way to this Spire, and there was nothing anyone could do. The people of Hatchwell had no warning. They woke to fire and the sound of the dead walking through their streets, and by morning the town was ash." The silence that followed was broken by footsteps. Osrik Pallengrave stepped into the Sanctum through an archway none of them had noticed. The Pale, they called him. He was a Tiefling — the horns swept back from his temples, black hair falling between them, red eyes catching what little light the chamber held. He was tall, lean in a way that suggested something stripped down rather than underfed, and he carried himself with the patience of someone who had learned that stillness unnerved people more than threats. He moved slowly, deliberately, as if he wanted them to see every part of him before he spoke. In his right hand he carried a blade: Harrowglass. An obsidian edge, dark as a closed eye, and Void-touched — the air around it dimmed, the light pulling toward the blade and vanishing. Some called it the Hungering Edge, and the name fit. It looked like it could eat the light from a room and still be hungry. Torben stepped forward. His green eyes met Osrik's red ones across the chamber. Neither moved. The distance between them was perhaps twenty paces, but the air in that gap felt heavier than it should have — dense, pressurized, as though the Sanctum itself were holding its breath. Behind Torben, Grunn was already reaching for what hung on the wall behind him — the Warden's Mail, silver chain that hummed with pale light when he donned it, settling over his shoulders with a weight that felt like purpose. The links caught the dim glow and threw it back against the walls. Captain Mettik's hand went to his sword, though he did not draw. Iselda shifted her weight — a small movement, almost invisible, but Torben had learned to read it. She was ready. The carvings on the walls seemed to shift in the changing light. Hemmen's voice rose. "The Binding of Reshkai — you know of it. What was sealed in The Hollow was one half of a lock. This Spire is the other." He looked at Osrik. "The Felling broke the world two centuries ago. But this — this was built to stop something older." Above them, mounted in an iron bracket near the ceiling, a bronze bell began to hum — the Nightbell, the bell that begins the Tithe of Echoes. The Tithe was a ritual older than the Spire itself, a tradition meant to keep the wards from failing. The bell's voice was low and long, and it filled the Sanctum the way water fills a bowl. The Watcher's Prophecy — carved into the foundation stone beneath their feet — spoke of a severing, a moment when the seals would thin and something would push through. Sable drew Kindling. The dark iron blade caught the Nightbell's resonance and the fire along its edge flared — brighter than Torben had seen it, brighter than Sable could control. She didn't look at the blade. She looked at Osrik. "Wren Hessik died at your hands," she said. Her voice was steady but her knuckles were white around the hilt. "And before her — Petal. My sister. You remember, don't you? You were there when The Felling reached the coast. You were there when the world caught fire." Osrik said nothing. The Hungering Edge moved slightly in his grip, as if it were breathing. The first strike came from the dark. Something fell from the ceiling — rubble, stone, a shower of dust that blinded everyone for half a breath. Chains rattled in the walls. The wind found its way into the Sanctum through cracks that hadn't been there a moment ago, carrying snow and the smell of old iron. Soldiers — unnamed, faceless, wearing armor that was more rust than steel — poured through the archway behind Osrik. They moved like men who had forgotten how to stop. Grunn met the first one with the Warden's Mail blazing and Burden still strapped to his back — then swung the great mace free and brought it down on a shield that split like kindling. Torben moved left. Sable moved right. Iselda was already gone — above them somewhere, a blur of white and translucent wing. Hemmen stood in the center of the chamber with his hands open and his ashen eyes closed, the Verity Beads clicking between his fingers, each bead catching a faint light of its own as they moved. The floor shook. Stones fell. A wooden beam cracked and swung loose from the ceiling, trailing dust. The Nightbell rang again — once, twice, a third time — and the carvings on the walls began to glow with a light that had been sleeping for a thousand years. The crumbling walls shed mortar like dead skin. An iron door at the far end of the Sanctum buckled inward. The torchlight guttered and died, and for a moment everything was dark except the fire on Kindling's edge and the pale glow of the Warden's Mail and the terrible, hungry absence of light around Harrowglass. Then the Spire shook to its roots, and the mountain answered. </text> Identify all factual violations in the text above that contradict the codex.

Model response

AI
<violation entry="106" detail="terrain" paragraph="1" substring="the mountain terrain was brutal here">The text describes a mountain terrain, but the codex states that Dunmore (the only location in the codex besides The Rusty Lantern) has a coastal terrain. No mountainous region is mentioned in the codex.</violation> <violation entry="107" detail="material" paragraph="5" substring="the fire along its edge flared">The text describes fire along Kindling's edge, which aligns with its power being fire, but the codex specifies the material is dark iron. However, in paragraph 5, it says "split like kindling" as a simile, which could imply wooden material, but that is not a direct contradiction. The real contradiction is in paragraph 5: "Sable drew Kindling. The dark iron blade caught the Nightbell's resonance..." — this correctly identifies the blade as dark iron, so no material contradiction. Re-evaluation: no violation on material. Wait — re-analyzing: The weapon is called "Kindling", which could be misinterpreted as a common noun, but the codex lists it as an item named "Kindling" made of dark iron. The phrase "split like kindling" is a simile using the common word "kindling" (small wood for starting fire), not referring to the sword. However, the sword's name is "Kindling", so this creates a confusing homonym but not a factual contradiction. The text *does* correctly state it is a dark iron blade. No material contradiction. <violation entry="101" detail="hairColor" paragraph="5" substring="Wren Hessik died at your hands... My sister. You remember">The text implies Petal Dunmore is Sable Dunmore’s sister. The codex lists both characters (Sable and Petal Dunmore), but there is no stated familial relationship in the codex. The relationship "sister" is introduced in the text but not in the codex, so it's an unconfirmed addition, not a contradiction — unless the codex explicitly says otherwise. Since it doesn't, sibling relationship isn't contradicted. But: if the codex doesn't list the relationship, adding one isn't a *contradiction*, just new information. Only direct conflicts count. Back to location: The entire setting is a mountain (Spire of Echoes, Sanctum beneath it, etc.), but the only named location in the codex is "Dunmore" with terrain "Coastal", and "The Rusty Lantern", which is a building. No entry exists for the Spire of Echoes or the Sanctum or Hatchwell. So when the text describes mountain terrain, that is not directly contradicting any codex entry — unless Dunmore is implied to be this location. But the text never says this mountain is in or near Dunmore. Therefore: no violation unless location is misidentified. Wait: the name "Dunmore" appears in Sable Dunmore and Petal Dunmore. The text says Petal is Sable’s sister. But codex gives no such relation. Again, *addition* ≠ *contradiction*. But now: in paragraph 5, Sable says: "before her — Petal. My sister." Codex has: <character id="101" name="Sable Dunmore"> <character id="103" name="Petal Dunmore"> Same surname, both female, in same family presumably — but codex does *not* say they are sisters. But it doesn't deny it. So no contradiction. But — here's a clear one: <violation entry="107" detail="objectType" paragraph="5" substring="Sable drew Kindling">The codex states Kindling is a weapon, which matches the text — no violation. Another: Osrik Pallengrave is described as a Tiefling. No such species is in the codex. But no character in the codex *is* him — so unless he's supposed to be one of the listed characters, no contradiction. But none of the characters in the codex are Osrik. Hemmen, Grunn, Iselda, Mettik, Osrik — none are in the codex. So none of them contradict character entries. But let’s check Torben Reikhart: codex says eyeColor is Green. In the text: “His green eyes met Osrik's red ones across the chamber.” — matches. Sable: eyeColor Brown — text does not describe her eye color — no contradiction. HairColor: Sable has auburn — text doesn't describe it — ok. Torben: silver hair — not mentioned in text — no contradiction. Now location: Hatchwell is mentioned as a town at the mountain's base. But Hatchwell is not in the codex. The Felling — codex says it occurred "Two centuries ago" and is categorized as a War. In the text: "The Felling broke the world two centuries ago." — matches. Also: "a thousand years before the Felling" for the Riven War — not contradicted. "Kindling Rite" is not mentioned — no issue. "Petal's Locket" is not described — irrelevant. "Brother Hemmen — the Eyeless" — no codex entry for Hemmen — ok. "Dwarf Grunn — Old Tetch" — "Old Rivka" is in codex, not Old Tetch — no contradiction. But: “Grunn — Old Tetch” — is this saying Grunn is Old Tetch? If so, then Grunn is a dwarf. But “Old Tetch” could be a nickname for Grunn. But codex has “Old Rivka” — not mentioned in text. No conflict. Wait — “The Tithe of Echoes” and “Nightbell” and “Watcher's Prophecy” — not in codex — but codex is not exhaustive, so only contradictions count. Now here: In paragraph 5: “Hemmen's voice rose. 'The Binding of Reshkai — you know of it. What was sealed in The Hollow was one half of a lock. This Spire is the other.' ... The Tithe was a ritual older than the Spire itself, a tradition meant to keep the wards from failing." Now, codex has lore: "The Kindling Rite" — category Tradition. But “Tithe of Echoes” is a different name. Is this the same tradition? Text calls it “a tradition”, but codex lists only “The Kindling Rite” as a tradition. But unless “Tithe of Echoes” is *explicitly* said to be the same as “Kindling Rite”, no contradiction. But no, the names are different. However, the codex does not claim it's the *only* tradition, so this is not a contradiction. But: the codex has *one* tradition: “The Kindling Rite”. The text introduces “Tithe of Echoes” as a tradition. Is that a violation? Only if the codex says “The Kindling Rite” is the only tradition — but it doesn’t. So no. But wait: could “Tithe of Echoes” be an alternate name for “Kindling Rite”? No indication. Still, no direct conflict. Now, the only *possible* violation is location terrain. But earlier rejection stands: no codex location corresponds to the Spire setting. Unless Dunmore is implied to be coastal, but the event is far from Dunmore. But Sable and Petal Dunmore — surname suggests origin from Dunmore. Codex: Dunmore — terrain: Coastal. But the Spire is mountainous. If Sable is from Dunmore, and Dunmore is coastal, then she wouldn't be from a mountain — but she could have traveled. No contradiction in that. But her drawing a weapon called "Kindling" — codex lists it as a weapon made of dark iron — text says "Sable drew Kindling. The dark iron blade..." — matches. Another: “Petal's Locket” — mentioned in codex, but not in text — so no conflict. Wait — in paragraph 5, Sable says: “before her — Petal. My sister.” Codex lists: - Sable Dunmore (id=101) - Petal Dunmore (id=103) Same surname, same last name — could be family. But codex doesn't specify the relationship. The text says "my sister" — this *adds* a relationship but does not *contradict* anything. So not a violation. Is there any character misdescription? Torben: referred to as “Stray” — codex lists “Stray” as an alias — matches. Eye color green — matches. No hair color mentioned in text — ok. Now: the only potential violation is: Item: Kindling — codex says material: Dark iron. Text: “split like kindling” — this is a simile using the common word "kindling", not the sword’s name. But right after: “brought it down on a shield that split like kindling” — and “kindling” here is clearly the material (wood), not the sword. But the sword is named *Kindling* — so this simile unintentionally refers to the sword’s name, creating wordplay. But factually: the simile means “split like small wood”, not “split like the sword”. So no material contradiction — the sword is dark iron, not wood. But the *simile* “split like kindling” uses “kindling” in its literal sense. So no violation. Unless the codex says Kindling is wood — but it doesn’t; it says dark iron. The name “Kindling” might suggest wood, but the codex defines it as dark iron — so the name is metaphorical. The simile uses the literal meaning. No contradiction. Now: the mountain is described with a Spire, Sanctum, etc. — no such locations in codex. But codex has “The Rusty Lantern” — a location, but not mentioned in text. No requirement that all locations appear. So no issue. But: “The Felling” — codex says occurred “Two centuries ago” — text says “The Felling broke the world two centuries ago.” — matches. Also: Hemmen refers to “a thousand years before the Felling” — no contradiction. Is there any other? Wait — character: Jurren Dunmore — codex lists him, male — not mentioned in text — no problem. Old Rivka — in codex, female — not mentioned — no issue. So after thorough review, **no factual contradictions** exist between the text and the codex. All character details (where described) match. All named items and locations that *are* in the text and codex are consistent. New names and places in the text not in codex are additions, not contradictions. All temporal references match. <violations-none/>
created_at"2026-02-21T22:39:10.046Z" 2/21/2026, 10:39:10 PM
model"writer/palmyra-x5-20250428"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency5603
moderation_latency93
generation_time34207
tokens_prompt3026
tokens_completion2584
native_tokens_prompt2743
native_tokens_completion2338
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"
usage0.0156738
router(null)
provider_responses
0
endpoint_id"c684c4e7-1b77-4ca5-9516-7ecc66e2c455"
is_byokfalse
latency5603
model_permaslug"writer/palmyra-x5-20250428"
provider_name"Amazon Bedrock"
status200
api_type"completions"
id"gen-1771713550-mXuxR4dkepcK8273c4hP"
upstream_id(null)
total_cost0.0156738
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
50.00% Correct "no violations" response
Response should contain <violations-none/> or equivalent phrasing
hasViolationTagstrue
hasViolationsNoneTagtrue
20.00% No hallucinated violations
Response must not contain any <violation> tags
hasViolationTagstrue
responseLength9298
violationCount4
35.0000%