Run: 2026-02-15-01KHHPT8XRSPFWX52FBF9RSFTE

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> <lore id="7001" name="The Veil" aliases="the Veil, the Barrier, the Boundary" category="Cosmology"> <solsticeEffect>weakens during the winter solstice, strengthens during the summer solstice</solsticeEffect> <appearance>faint shimmering distortion visible only to those with supernatural sight</appearance> <monitoring>rift points (tears in the Veil) are monitored by the Wardens</monitoring> <description>The Veil is the metaphysical barrier separating Earth from Hel and the Fae Realms.</description> </lore> <group id="6001" name="The Wardens of the Veil" aliases="the Wardens, Veil Wardens" type="Order" alignment="Lawful Neutral" headquarters="Westminster Catacombs, London"> <foundingYear>1215</foundingYear> <identificationMark>small iron pin in the shape of a closed eye</identificationMark> <mission>maintaining the Veil between Earth and Hel, monitoring rift activity, neutralizing supernatural threats, enforcing the Covenant of Separation</mission> <description>An ancient order dedicated to guarding the boundary between worlds. They view the clique with suspicion.</description> </group> </codex> <text> Rory pushed through the door of The Raven's Nest, her green eyes scanning the room. The bar's red neon sign buzzed faintly outside. Silas was behind the counter, polishing a glass with his usual calm demeanor, his silver signet ring glinting on his left hand. "You're late," Silas said, running a hand through his dark brown beard. He set the glass down and limped around to her side, favoring his right leg as always. 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. The feasts never end." "The Wardens won't be happy," Silas muttered, glancing at the iron pin on his lapel — a closed eye, the mark of their order. "You know they've been watching us since their founding in 1066." Rory shuddered. Her Half-Fae senses told her something was wrong. The Veil felt thin tonight — the summer solstice always weakened it. </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 scanning the room">The text states Rory has green eyes, but the codex specifies her eye color as bright blue.</violation> <violation entry="4413" detail="beard" paragraph="1" substring="his dark brown beard">The text describes Silas as having a dark brown beard, while the codex states his beard is grey-streaked auburn.</violation> <violation entry="4413" detail="limp" paragraph="1" substring="favoring his right leg as always">The text indicates Silas favors his right leg, but the codex states he has a slight limp in his left leg.</violation> <violation entry="6001" detail="foundingYear" paragraph="4" substring="since their founding in 1066">The text claims the Wardens were founded in 1066, but the codex states they were founded in 1215.</violation> <violation entry="7001" detail="solsticeEffect" paragraph="4" substring="the summer solstice always weakened it">The text states the summer solstice weakens the Veil, but the codex specifies that the Veil weakens during the winter solstice and strengthens during the summer solstice.</violation>

Evaluation details

Result Evaluator Details Meta Data
50.0000% Accuracy (recall)
Matched: 5/10, FP: 0
parsedCount5
matched5
total10
falsePositives0
expectedDetails
0
expected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per codex, but the passage says green eyes."
status"matched"
matchedBy
entry"4412"
detail"eyeColor"
explanation"The text states Rory has green eyes, but the codex specifies her eye color as bright blue."
paragraph1
substring"her green eyes scanning the room"
location
extractedText"her green eyes scanning the room"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratetrue
1
expected
entry"854"
detail"signColor"
summary"The Raven's Nest has a green neon sign per codex, but the passage says red."
status"missed"
2
expected
entry"4413"
detail"signetRing"
summary"Silas wears his signet ring on his right hand per codex, but the passage says left hand."
status"missed"
3
expected
entry"4413"
detail"beard"
summary"Silas's beard is grey-streaked auburn per codex, but the passage says dark brown."
status"matched"
matchedBy
entry"4413"
detail"beard"
explanation"The text describes Silas as having a dark brown beard, while the codex states his beard is grey-streaked auburn."
paragraph1
substring"his dark brown beard"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratefalse
4
expected
entry"4413"
detail"limp"
summary"Silas has a limp in his left leg per codex, but the passage says right leg."
status"matched"
matchedBy
entry"4413"
detail"limp"
explanation"The text indicates Silas favors his right leg, but the codex states he has a slight limp in his left leg."
paragraph1
substring"favoring his right leg as always"
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"favoring his right leg"
locationAccuratefalse
5
expected
entry"2001"
detail"chainMaterial"
summary"The Heartstone Pendant has a silver chain per codex, but the passage says golden chain."
status"missed"
6
expected
entry"853"
detail"ruler"
summary"Dymas is Prince Belphegor's realm per codex, but the passage says Prince Mammon."
status"missed"
7
expected
entry"4412"
detail"species"
summary"Aurora is Human per codex, but the passage says Half-Fae."
status"missed"
8
expected
entry"7001"
detail"solsticeEffect"
summary"The Veil weakens during the winter solstice per codex, but the passage says summer solstice."
status"matched"
matchedBy
entry"7001"
detail"solsticeEffect"
explanation"The text states the summer solstice weakens the Veil, but the codex specifies that the Veil weakens during the winter solstice and strengthens during the summer solstice."
paragraph4
substring"the summer solstice always weakened it"
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"the summer solstice always weakened it"
locationAccuratefalse
9
expected
entry"6001"
detail"foundingYear"
summary"The Wardens were founded in 1215 per codex, but Silas says 1066."
status"matched"
matchedBy
entry"6001"
detail"foundingYear"
explanation"The text claims the Wardens were founded in 1066, but the codex states they were founded in 1215."
paragraph4
substring"since their founding in 1066"
location
extractedText"since their founding in 1066"
inBoundstrue
expectedText"their founding in 1066"
locationAccuratetrue
falsePositiveDetails(empty)
100.0000% Precision
True positives: 5/5
totalReported5
truePositives5
reportedDetails
0
parsed
entry"4412"
detail"eyeColor"
explanation"The text states Rory has green eyes, but the codex specifies her eye color as bright blue."
paragraph1
substring"her green eyes scanning the room"
status"true_positive"
matchedExpected
entry"4412"
detail"eyeColor"
summary"Aurora has bright blue eyes per codex, but the passage says green eyes."
location
extractedText"her green eyes scanning the room"
inBoundstrue
expectedText"her green eyes scanning the room"
locationAccuratetrue
1
parsed
entry"4413"
detail"beard"
explanation"The text describes Silas as having a dark brown beard, while the codex states his beard is grey-streaked auburn."
paragraph1
substring"his dark brown beard"
status"true_positive"
matchedExpected
entry"4413"
detail"beard"
summary"Silas's beard is grey-streaked auburn per codex, but the passage says dark brown."
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratefalse
2
parsed
entry"4413"
detail"limp"
explanation"The text indicates Silas favors his right leg, but the codex states he has a slight limp in his left leg."
paragraph1
substring"favoring his right leg as always"
status"true_positive"
matchedExpected
entry"4413"
detail"limp"
summary"Silas has a limp in his left leg per codex, but the passage says right leg."
location
extractedText"[not found in paragraph 1]"
inBoundstrue
expectedText"favoring his right leg"
locationAccuratefalse
3
parsed
entry"6001"
detail"foundingYear"
explanation"The text claims the Wardens were founded in 1066, but the codex states they were founded in 1215."
paragraph4
substring"since their founding in 1066"
status"true_positive"
matchedExpected
entry"6001"
detail"foundingYear"
summary"The Wardens were founded in 1215 per codex, but Silas says 1066."
location
extractedText"since their founding in 1066"
inBoundstrue
expectedText"their founding in 1066"
locationAccuratetrue
4
parsed
entry"7001"
detail"solsticeEffect"
explanation"The text states the summer solstice weakens the Veil, but the codex specifies that the Veil weakens during the winter solstice and strengthens during the summer solstice."
paragraph4
substring"the summer solstice always weakened it"
status"true_positive"
matchedExpected
entry"7001"
detail"solsticeEffect"
summary"The Veil weakens during the winter solstice per codex, but the passage says summer solstice."
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"the summer solstice always weakened it"
locationAccuratefalse
100.0000% Structural validity
Parsed: 5, Well-formed: 5/5
parsedCount5
wellFormedScore5
83.3333%