Run: 2026-02-15-01KHHB79J7JJ5ZGF9BCTDR4FQV

Run Details

Duration:
3.8s
Cost:
$0.002908
Provider:
Anthropic

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
```xml <violation entry="4412" detail="eyeColor" paragraph="1" substring="her green eyes scanning">The text says green eyes, but the codex specifies bright blue eyes.</violation> <violation entry="4413" detail="hair" paragraph="1" substring="his dark brown beard">The text says dark brown beard, but the codex specifies grey-streaked auburn hair and beard.</violation> <violation entry="2001" detail="chainMaterial" paragraph="3" substring="the golden chain catching">The text says golden chain, but the codex specifies a silver chain.</violation> <violation entry="2001" detail="gemstoneColor" paragraph="3" substring="Heartstone Pendant from her jacket — the golden chain">The text refers to the pendant without describing its color, but combined with the golden chain error, the codex specifies the gemstone is deep crimson, not golden.</violation> <violation entry="853" detail="ruler" paragraph="3" substring="Prince Mammon's realm">The text says Prince Mammon rules Dymas, but the codex specifies that Prince Belphegor is the ruler of Dymas (Gluttony).</violation> ```
created_at"2026-02-15T19:07:49.723219+00:00" 2/15/2026, 7:07:49 PM
model"anthropic/claude-4.5-haiku-20251001"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1348
moderation_latency(null)
generation_time3637
tokens_prompt1441
tokens_completion274
native_tokens_prompt1528
native_tokens_completion276
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"
usage0.002908
router(null)
provider_responses
0
id"msg_01CBihWiG8vVcjQmLBRzhYVQ"
status200
is_byokfalse
latency1335
endpoint_id"41d2915a-92e6-4993-b537-210b4e10cba8"
provider_name"Anthropic"
model_permaslug"anthropic/claude-4.5-haiku-20251001"
api_type"completions"
id"gen-1771182465-El02qJ7XQozreuaHKrc0"
upstream_id"msg_01CBihWiG8vVcjQmLBRzhYVQ"
total_cost0.002908
cache_discount(null)
upstream_inference_cost0
provider_name"Anthropic"

Evaluation details

Result Evaluator Details Meta Data
40.0000% Accuracy (recall)
Matched: 3/5, FP: 2
parsedCount5
matched3
total5
falsePositives2
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 green eyes, but the codex specifies bright blue eyes."
paragraph1
substring"her green eyes scanning"
location
extractedText"her green eyes scanning"
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"
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 says golden chain, but the codex specifies a silver chain."
paragraph3
substring"the golden chain catching"
location
extractedText"the golden chain catching"
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 dark brown beard, but the codex specifies grey-streaked auburn hair and beard."
paragraph1
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 says Prince Mammon rules Dymas, but the codex specifies that Prince Belphegor is the ruler of Dymas (Gluttony)."
paragraph3
substring"Prince Mammon's realm"
location
extractedText"Prince Mammon's realm"
inBoundstrue
expectedText"Prince Mammon's realm"
locationAccuratetrue
falsePositiveDetails
0
parsed
entry"4413"
detail"hair"
explanation"The text says dark brown beard, but the codex specifies grey-streaked auburn hair and beard."
paragraph1
substring"his dark brown beard"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratefalse
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\""
1
parsed
entry"2001"
detail"gemstoneColor"
explanation"The text refers to the pendant without describing its color, but combined with the golden chain error, the codex specifies the gemstone is deep crimson, not golden."
paragraph3
substring"Heartstone Pendant from her jacket — the golden chain"
status"false_positive"
location
extractedText"Heartstone Pendant from her jacket — the golden chain"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
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\""
60.0000% Precision
True positives: 3/5
totalReported5
truePositives3
reportedDetails
0
parsed
entry"4412"
detail"eyeColor"
explanation"The text says green eyes, but the codex specifies bright blue eyes."
paragraph1
substring"her green eyes scanning"
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 scanning"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratetrue
1
parsed
entry"4413"
detail"hair"
explanation"The text says dark brown beard, but the codex specifies grey-streaked auburn hair and beard."
paragraph1
substring"his dark brown beard"
status"false_positive"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratefalse
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"chainMaterial"
explanation"The text says golden chain, but the codex specifies a silver chain."
paragraph3
substring"the golden chain catching"
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 catching"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
3
parsed
entry"2001"
detail"gemstoneColor"
explanation"The text refers to the pendant without describing its color, but combined with the golden chain error, the codex specifies the gemstone is deep crimson, not golden."
paragraph3
substring"Heartstone Pendant from her jacket — the golden chain"
status"false_positive"
location
extractedText"Heartstone Pendant from her jacket — the golden chain"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
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\""
4
parsed
entry"853"
detail"ruler"
explanation"The text says Prince Mammon rules Dymas, but the codex specifies that Prince Belphegor is the ruler of Dymas (Gluttony)."
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
100.0000% Structural validity
Parsed: 5, Well-formed: 5/5
parsedCount5
wellFormedScore5
66.6667%