Run: 2026-02-15-01KHHDGV4RHTGJZ259E3WNJ3XH

Run Details

Duration:
3.4s
Cost:
$0.000787
Provider:
Amazon Bedrock

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> <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> <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> </codex> <text> Rory pushed through the door of The Raven's Nest, her green eyes scanning the room for Silas. The old spy was behind the counter, polishing a glass with his usual calm demeanor. "You're late," Silas said, running a hand through his dark brown beard. He set the glass down and limped around to her side. Aurora pulled the Heartstone Pendant from her jacket — the golden chain catching the low light — and placed it on the bar top. "I found something in Dymas. Prince Mammon's realm is... unsettling, to say the least. The feasts never end." Silas studied the pendant. "And you're sure this came from there?" "Positive." Rory slid onto a barstool, her Half-Fae senses tingling as the pendant pulsed. "Eva would know more about its origin." </text> Identify all factual violations in the text above that contradict the codex.

Model response

AI
<violation entry="4412" detail="eyeColor" paragraph="1" substring="her green eyes">The text says Rory has green eyes, but the codex states her eye color is bright blue.</violation> <violation entry="4412" detail="hair" paragraph="1" substring="her straight shoulder-length black hair">The text describes Rory's hair as straight shoulder-length black, but the codex states her hair is straight shoulder-length black.</violation> <violation entry="4413" detail="hair" paragraph="2" substring="his dark brown beard">The text says Silas has a dark brown beard, but the codex states his hair is grey-streaked auburn.</violation> <violation entry="853" detail="ruler" paragraph="3" substring="Prince Mammon's realm">The text refers to the ruler of Dymas as Prince Mammon, but the codex states the ruler is Prince Belphegor.</violation> <violation entry="2001" detail="chainMaterial" paragraph="3" substring="the golden chain">The text describes the Heartstone Pendant's chain as golden, but the codex states it is a silver chain.</violation> <violation entry="2001" detail="gemstoneColor" paragraph="3" substring="the Heartstone Pendant">The text does not specify the gemstone color of the Heartstone Pendant, but the codex states it is deep crimson.</violation>
created_at"2026-02-15T19:48:00.480592+00:00" 2/15/2026, 7:48:00 PM
model"anthropic/claude-3-haiku"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency455
moderation_latency175
generation_time3143
tokens_prompt1441
tokens_completion323
native_tokens_prompt1528
native_tokens_completion324
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"
usage0.000787
router(null)
provider_responses
0
id"2db90fa4-b4b1-4d75-8485-baf27da42f07"
status200
is_byokfalse
latency453
endpoint_id"401c6f0f-caeb-4c84-92b7-e163dbccf7c2"
provider_name"Amazon Bedrock"
model_permaslug"anthropic/claude-3-haiku"
api_type"completions"
id"gen-1771184876-MUn9bdeWtd5J7772CzMJ"
upstream_id"2db90fa4-b4b1-4d75-8485-baf27da42f07"
total_cost0.000787
cache_discount(null)
upstream_inference_cost0
provider_name"Amazon Bedrock"

Evaluation details

Result Evaluator Details Meta Data
30.0000% Accuracy (recall)
Matched: 3/5, FP: 3
parsedCount6
matched3
total5
falsePositives3
expectedDetails
0
expected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per her codex entry, but the passage says she has green eyes."
status"matched"
matchedBy
entry"4412"
detail"eyeColor"
explanation"The text says Rory has green eyes, but the codex states her eye color is bright blue."
paragraph1
substring"her green eyes"
location
extractedText"her green eyes"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratetrue
1
expected
entry"4412"
detail"species"
summary"Aurora is Human per her codex entry, but the passage refers to her as Half-Fae."
status"missed"
nearMiss
parsed
entry"4412"
detail"hair"
explanation"The text describes Rory's hair as straight shoulder-length black, but the codex states her hair is straight shoulder-length black."
paragraph1
substring"her straight shoulder-length black hair"
reason"detail mismatch: got \"hair\", expected \"species\""
2
expected
entry"2001"
detail"chainMaterial"
summary"The Heartstone Pendant has a silver chain per its codex entry, but the passage says golden chain."
status"matched"
matchedBy
entry"2001"
detail"chainMaterial"
explanation"The text describes the Heartstone Pendant's chain as golden, but the codex states it is a silver chain."
paragraph3
substring"the golden chain"
location
extractedText"the golden chain"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
3
expected
entry"4413"
detail"beard"
summary"Silas's beard matches his grey-streaked auburn hair per codex, but the passage says dark brown beard."
status"missed"
nearMiss
parsed
entry"4413"
detail"hair"
explanation"The text says Silas has a dark brown beard, but the codex states his hair is grey-streaked auburn."
paragraph2
substring"his dark brown beard"
reason"detail mismatch: got \"hair\", expected \"beard\""
4
expected
entry"853"
detail"ruler"
summary"Dymas is Prince Belphegor's realm per the codex, but the passage says Prince Mammon's realm."
status"matched"
matchedBy
entry"853"
detail"ruler"
explanation"The text refers to the ruler of Dymas as Prince Mammon, but the codex states the ruler is Prince Belphegor."
paragraph3
substring"Prince Mammon's realm"
location
extractedText"Prince Mammon's realm"
inBoundstrue
expectedText"Prince Mammon's realm"
locationAccuratetrue
falsePositiveDetails
0
parsed
entry"4412"
detail"hair"
explanation"The text describes Rory's hair as straight shoulder-length black, but the codex states her hair is straight shoulder-length black."
paragraph1
substring"her straight shoulder-length black hair"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratefalse
closestExpected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per her codex entry, but the passage says she has green eyes."
reason"detail mismatch: got \"hair\", expected \"eyeColor\""
1
parsed
entry"4413"
detail"hair"
explanation"The text says Silas has a dark brown beard, but the codex states his hair is grey-streaked auburn."
paragraph2
substring"his dark brown beard"
status"false_positive"
location
extractedText"his dark brown beard"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratetrue
closestExpected
entry"4413"
detail"beard"
summary"Silas's beard matches his grey-streaked auburn hair per codex, but the passage says dark brown beard."
reason"detail mismatch: got \"hair\", expected \"beard\""
2
parsed
entry"2001"
detail"gemstoneColor"
explanation"The text does not specify the gemstone color of the Heartstone Pendant, but the codex states it is deep crimson."
paragraph3
substring"the Heartstone Pendant"
status"false_positive"
location
extractedText"the Heartstone Pendant"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratefalse
closestExpected
entry"2001"
detail"chainMaterial"
summary"The Heartstone Pendant has a silver chain per its codex entry, but the passage says golden chain."
reason"detail mismatch: got \"gemstoneColor\", expected \"chainMaterial\""
50.0000% Precision
True positives: 3/6
totalReported6
truePositives3
reportedDetails
0
parsed
entry"4412"
detail"eyeColor"
explanation"The text says Rory has green eyes, but the codex states her eye color is bright blue."
paragraph1
substring"her green eyes"
status"true_positive"
matchedExpected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per her codex entry, but the passage says she has green eyes."
location
extractedText"her green eyes"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratetrue
1
parsed
entry"4412"
detail"hair"
explanation"The text describes Rory's hair as straight shoulder-length black, but the codex states her hair is straight shoulder-length black."
paragraph1
substring"her straight shoulder-length black hair"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratefalse
closestExpected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per her codex entry, but the passage says she has green eyes."
reason"detail mismatch: got \"hair\", expected \"eyeColor\""
2
parsed
entry"4413"
detail"hair"
explanation"The text says Silas has a dark brown beard, but the codex states his hair is grey-streaked auburn."
paragraph2
substring"his dark brown beard"
status"false_positive"
location
extractedText"his dark brown beard"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratetrue
closestExpected
entry"4413"
detail"beard"
summary"Silas's beard matches his grey-streaked auburn hair per codex, but the passage says dark brown beard."
reason"detail mismatch: got \"hair\", expected \"beard\""
3
parsed
entry"853"
detail"ruler"
explanation"The text refers to the ruler of Dymas as Prince Mammon, but the codex states the ruler is Prince Belphegor."
paragraph3
substring"Prince Mammon's realm"
status"true_positive"
matchedExpected
entry"853"
detail"ruler"
summary"Dymas is Prince Belphegor's realm per the codex, but the passage says Prince Mammon's realm."
location
extractedText"Prince Mammon's realm"
inBoundstrue
expectedText"Prince Mammon's realm"
locationAccuratetrue
4
parsed
entry"2001"
detail"chainMaterial"
explanation"The text describes the Heartstone Pendant's chain as golden, but the codex states it is a silver chain."
paragraph3
substring"the golden chain"
status"true_positive"
matchedExpected
entry"2001"
detail"chainMaterial"
summary"The Heartstone Pendant has a silver chain per its codex entry, but the passage says golden chain."
location
extractedText"the golden chain"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
5
parsed
entry"2001"
detail"gemstoneColor"
explanation"The text does not specify the gemstone color of the Heartstone Pendant, but the codex states it is deep crimson."
paragraph3
substring"the Heartstone Pendant"
status"false_positive"
location
extractedText"the Heartstone Pendant"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratefalse
closestExpected
entry"2001"
detail"chainMaterial"
summary"The Heartstone Pendant has a silver chain per its codex entry, but the passage says golden chain."
reason"detail mismatch: got \"gemstoneColor\", expected \"chainMaterial\""
100.0000% Structural validity
Parsed: 6, Well-formed: 6/6
parsedCount6
wellFormedScore6
60.0000%