Run: 2026-02-20-01KHY7HKBEHDTG16G0KN853Y9T

Run Details

Duration:
2.6s
Cost:
$0.000209
Provider:
Mistral

Evaluation summary

Score Evaluator
Details Link
0.00% Accuracy (recall) (details)
30.77% Precision (details)
100.00% Structural validity (details)
43.5897% 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="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 codex states Aurora has bright blue eyes, not green.</violation> <violation entry="4412" detail="hairColor" paragraph="1" substring="dark brown beard">Aurora's hair is described as straight shoulder-length black in the codex; Silas has a beard, not her.</violation> <violation entry="4413" detail="eyeColor" paragraph="2" substring="hazel">Silas' eye color is listed as hazel in the codex, but the text describes him as having a "dark brown beard" (not eye color). However, the text does not explicitly contradict the codex on eye color here—only the beard detail is correct. *Correction*: No violation here—this is a stylistic error in the text, not a factual one. Revisiting: No violation found for Silas' eye color in this paragraph.</violation> <violation entry="4413" detail="beard" paragraph="2" substring="dark brown beard">Silas' beard is described as grey-streaked auburn in the codex, not dark brown.</violation> <violation entry="853" detail="ruler" paragraph="3" substring="Prince Mammon's realm">The codex states Dymas is ruled by Prince Belphegor, not Prince Mammon.</violation> <violation entry="2001" detail="gemstoneColor" paragraph="4" substring="golden chain">The codex states the Heartstone Pendant's gemstone color is deep crimson, not golden.</violation> <violation entry="853" detail="sin" paragraph="3" substring="Prince Mammon's realm is unsettling">The codex lists Dymas' sin as Gluttony, not explicitly Mammon's realm. However, the text does not contradict the codex's ruling or sin classification.</violation> <violation entry="4412" detail="species" paragraph="4" substring="Half-Fae senses">Aurora is a Human in the codex; "Half-Fae" is not mentioned.</violation> ``` --- **Corrected Violations Only:** ```xml <violation entry="4412" detail="eyeColor" paragraph="1" substring="her green eyes scanning">Aurora’s eye color is bright blue, not green.</violation> <violation entry="4413" detail="beard" paragraph="2" substring="dark brown beard">Silas’ beard is grey-streaked auburn, not dark brown.</violation> <violation entry="853" detail="ruler" paragraph="3" substring="Prince Mammon's realm">Dymas is ruled by Prince Belphegor, not Prince Mammon.</violation> <violation entry="2001" detail="gemstoneColor" paragraph="4" substring="golden chain">The Heartstone Pendant’s gemstone is deep crimson, not golden.</violation> <violation entry="4412" detail="species" paragraph="4" substring="Half-Fae senses">Aurora is Human, not Half-Fae.</violation> ```
created_at"2026-02-20T19:13:37.659Z" 2/20/2026, 7:13:37 PM
model"mistralai/ministral-3b-2512"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency193
moderation_latency(null)
generation_time2224
tokens_prompt1441
tokens_completion665
native_tokens_prompt1381
native_tokens_completion712
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached1152
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"
usage0.0002093
router(null)
provider_responses
0
endpoint_id"b9f6828f-aef9-498a-91f5-6816fbf72420"
id"694cfa759b184f4aba5834f905780f29"
is_byokfalse
latency193
model_permaslug"mistralai/ministral-3b-2512"
provider_name"Mistral"
status200
api_type"completions"
id"gen-1771614817-PqM4r7e2CDvafptYnB0y"
upstream_id"694cfa759b184f4aba5834f905780f29"
total_cost0.0002093
cache_discount(null)
upstream_inference_cost0
provider_name"Mistral"

Evaluation details

Result Evaluator Details Meta Data
0.00% Accuracy (recall)
Matched: 4/5, FP: 9
parsedCount13
matched4
total5
falsePositives9
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 codex states Aurora has bright blue eyes, not green."
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"matched"
matchedBy
entry"4412"
detail"species"
explanation"Aurora is a Human in the codex; \"Half-Fae\" is not mentioned."
paragraph4
substring"Half-Fae senses"
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"her Half-Fae senses tingling"
locationAccuratefalse
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"missed"
nearMiss
parsed
entry"2001"
detail"gemstoneColor"
explanation"The codex states the Heartstone Pendant's gemstone color is deep crimson, not golden."
paragraph4
substring"golden chain"
reason"detail mismatch: got \"gemstoneColor\", expected \"chainMaterial\""
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"matched"
matchedBy
entry"4413"
detail"beard"
explanation"Silas' beard is described as grey-streaked auburn in the codex, not dark brown."
paragraph2
substring"dark brown beard"
location
extractedText"dark brown beard"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratetrue
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 codex states Dymas is ruled by Prince Belphegor, not Prince Mammon."
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"hairColor"
explanation"Aurora's hair is described as straight shoulder-length black in the codex; Silas has a beard, not her."
paragraph1
substring"dark brown beard"
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 \"hairColor\", expected \"eyeColor\""
1
parsed
entry"4413"
detail"eyeColor"
explanation"Silas' eye color is listed as hazel in the codex, but the text describes him as having a \"dark brown beard\" (not eye color). However, the text does not explicitly contradict the codex on eye color here—only the beard detail is correct. *Correction*: No violation here—this is a stylistic error in the text, not a factual one. Revisiting: No violation found for Silas' eye color in this paragraph."
paragraph2
substring"hazel"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
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 \"eyeColor\", expected \"beard\""
2
parsed
entry"2001"
detail"gemstoneColor"
explanation"The codex states the Heartstone Pendant's gemstone color is deep crimson, not golden."
paragraph4
substring"golden chain"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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\""
3
parsed
entry"853"
detail"sin"
explanation"The codex lists Dymas' sin as Gluttony, not explicitly Mammon's realm. However, the text does not contradict the codex's ruling or sin classification."
paragraph3
substring"Prince Mammon's realm is unsettling"
status"false_positive"
location
extractedText"[not found in paragraph 3]"
inBoundstrue
expectedText"Prince Mammon's realm"
locationAccuratefalse
closestExpected
entry"853"
detail"ruler"
summary"Dymas is Prince Belphegor's realm per the codex, but the passage says Prince Mammon's realm."
reason"detail mismatch: got \"sin\", expected \"ruler\""
4
parsed
entry"4412"
detail"eyeColor"
explanation"Aurora’s eye color is bright blue, not green."
paragraph1
substring"her green eyes scanning"
status"false_positive"
location
extractedText"her green eyes scanning"
inBoundstrue
expectedText"her Half-Fae senses tingling"
locationAccuratefalse
closestExpected
entry"4412"
detail"species"
summary"Aurora is Human per her codex entry, but the passage refers to her as Half-Fae."
reason"detail mismatch: got \"eyeColor\", expected \"species\""
5
parsed
entry"4413"
detail"beard"
explanation"Silas’ beard is grey-streaked auburn, not dark brown."
paragraph2
substring"dark brown beard"
status"false_positive"
location
extractedText"dark brown beard"
inBoundstrue
expectedText""
locationAccuratetrue
6
parsed
entry"853"
detail"ruler"
explanation"Dymas is ruled by Prince Belphegor, not Prince Mammon."
paragraph3
substring"Prince Mammon's realm"
status"false_positive"
location
extractedText"Prince Mammon's realm"
inBoundstrue
expectedText""
locationAccuratetrue
7
parsed
entry"2001"
detail"gemstoneColor"
explanation"The Heartstone Pendant’s gemstone is deep crimson, not golden."
paragraph4
substring"golden chain"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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\""
8
parsed
entry"4412"
detail"species"
explanation"Aurora is Human, not Half-Fae."
paragraph4
substring"Half-Fae senses"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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 \"species\", expected \"eyeColor\""
30.77% Precision
True positives: 4/13
totalReported13
truePositives4
reportedDetails
0
parsed
entry"4412"
detail"eyeColor"
explanation"The codex states Aurora has bright blue eyes, not green."
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"4412"
detail"hairColor"
explanation"Aurora's hair is described as straight shoulder-length black in the codex; Silas has a beard, not her."
paragraph1
substring"dark brown beard"
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 \"hairColor\", expected \"eyeColor\""
2
parsed
entry"4413"
detail"eyeColor"
explanation"Silas' eye color is listed as hazel in the codex, but the text describes him as having a \"dark brown beard\" (not eye color). However, the text does not explicitly contradict the codex on eye color here—only the beard detail is correct. *Correction*: No violation here—this is a stylistic error in the text, not a factual one. Revisiting: No violation found for Silas' eye color in this paragraph."
paragraph2
substring"hazel"
status"false_positive"
location
extractedText"[not found in paragraph 2]"
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 \"eyeColor\", expected \"beard\""
3
parsed
entry"4413"
detail"beard"
explanation"Silas' beard is described as grey-streaked auburn in the codex, not dark brown."
paragraph2
substring"dark brown beard"
status"true_positive"
matchedExpected
entry"4413"
detail"beard"
summary"Silas's beard matches his grey-streaked auburn hair per codex, but the passage says dark brown beard."
location
extractedText"dark brown beard"
inBoundstrue
expectedText"his dark brown beard"
locationAccuratetrue
4
parsed
entry"853"
detail"ruler"
explanation"The codex states Dymas is ruled by Prince Belphegor, not Prince Mammon."
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
5
parsed
entry"2001"
detail"gemstoneColor"
explanation"The codex states the Heartstone Pendant's gemstone color is deep crimson, not golden."
paragraph4
substring"golden chain"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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\""
6
parsed
entry"853"
detail"sin"
explanation"The codex lists Dymas' sin as Gluttony, not explicitly Mammon's realm. However, the text does not contradict the codex's ruling or sin classification."
paragraph3
substring"Prince Mammon's realm is unsettling"
status"false_positive"
location
extractedText"[not found in paragraph 3]"
inBoundstrue
expectedText"Prince Mammon's realm"
locationAccuratefalse
closestExpected
entry"853"
detail"ruler"
summary"Dymas is Prince Belphegor's realm per the codex, but the passage says Prince Mammon's realm."
reason"detail mismatch: got \"sin\", expected \"ruler\""
7
parsed
entry"4412"
detail"species"
explanation"Aurora is a Human in the codex; \"Half-Fae\" is not mentioned."
paragraph4
substring"Half-Fae senses"
status"true_positive"
matchedExpected
entry"4412"
detail"species"
summary"Aurora is Human per her codex entry, but the passage refers to her as Half-Fae."
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"her Half-Fae senses tingling"
locationAccuratefalse
8
parsed
entry"4412"
detail"eyeColor"
explanation"Aurora’s eye color is bright blue, not green."
paragraph1
substring"her green eyes scanning"
status"false_positive"
location
extractedText"her green eyes scanning"
inBoundstrue
expectedText"her Half-Fae senses tingling"
locationAccuratefalse
closestExpected
entry"4412"
detail"species"
summary"Aurora is Human per her codex entry, but the passage refers to her as Half-Fae."
reason"detail mismatch: got \"eyeColor\", expected \"species\""
9
parsed
entry"4413"
detail"beard"
explanation"Silas’ beard is grey-streaked auburn, not dark brown."
paragraph2
substring"dark brown beard"
status"false_positive"
location
extractedText"dark brown beard"
inBoundstrue
expectedText""
locationAccuratetrue
10
parsed
entry"853"
detail"ruler"
explanation"Dymas is ruled by Prince Belphegor, not Prince Mammon."
paragraph3
substring"Prince Mammon's realm"
status"false_positive"
location
extractedText"Prince Mammon's realm"
inBoundstrue
expectedText""
locationAccuratetrue
11
parsed
entry"2001"
detail"gemstoneColor"
explanation"The Heartstone Pendant’s gemstone is deep crimson, not golden."
paragraph4
substring"golden chain"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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\""
12
parsed
entry"4412"
detail"species"
explanation"Aurora is Human, not Half-Fae."
paragraph4
substring"Half-Fae senses"
status"false_positive"
location
extractedText"[not found in paragraph 4]"
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 \"species\", expected \"eyeColor\""
100.00% Structural validity
Parsed: 13, Well-formed: 13/13
parsedCount13
wellFormedScore13
43.5897%