Run: 2026-07-25-01KYCTXK7FZRRGDJXCDWFTPBF6

Run Details

Duration:
42.1s
Cost:
$0.002845
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
10.00% Accuracy (recall) (details)
36.36% Precision (details)
100.00% Structural validity (details)
48.7879% 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
<violation entry="4412" detail="eyeColor" paragraph="1" substring="her green eyes">The codex states Aurora Carter's eye color is bright blue, not green.</violation> <violation entry="4412" detail="hair" paragraph="1" substring="Rory">While not the contradiction itself, context confirms; but specifically no hair contradiction in text except not mentioned. Actually hair not mentioned contradictory. Skip.</violation> <violation entry="4413" detail="hair" paragraph="2" substring="dark brown beard">The codex states Silas has grey-streaked auburn hair and a neatly trimmed beard matching that hair, not dark brown.</violation> <violation entry="4413" detail="limp" paragraph="2" substring="limped around to her side">The codex states Silas has a slight limp in his left leg, but the text does not specify left; however "around to her side" is not direct contradiction. Wait need direct contradiction: The text says he limped but doesn't specify right. Not a contradiction unless wrong leg. The text doesn't specify leg, so no contradiction there. Actually "limped around to her side" doesn't specify leg, so okay.</violation> <violation entry="4413" detail="signetRing" paragraph="2" substring="polishing a glass">Not a contradiction.</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="853" detail="skyColor" paragraph="3" substring="Dymas">Not contradicted directly except ruler wrong.</violation> <violation entry="2001" detail="chainMaterial" paragraph="3" substring="golden chain">The codex states the Heartstone Pendant has a silver chain, not golden.</violation> <violation entry="2001" detail="gemstoneColor" paragraph="3" substring="Heartstone Pendant">Not mentioned wrong color in text except chain.</violation> <violation entry="4412" detail="species" paragraph="3" substring="Half-Fae">The codex states Aurora Carter's species is Human, not Half-Fae.</violation> <violation entry="4412" detail="scar" paragraph="3" substring="Rory slid onto a barstool">Not mentioned.</violation><|end_message|>
created_at"2026-07-25T14:29:57.623Z" 7/25/2026, 2:29:57 PM
model"thinkingmachines/inkling-20260715"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1447
moderation_latency(null)
generation_time42033
tokens_prompt1401
tokens_completion541
native_tokens_prompt1356
native_tokens_completion525
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached768
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.00284481
router(null)
provider_responses
0
endpoint_id"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id"chatcmpl-RLbiE3GW3Hnx37tb3H5tr7uS"
is_byokfalse
latency55
model_permaslug"thinkingmachines/inkling-20260715"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784989797-VKvWIHS4H670PwdPpmDf"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989797-4xXjCahoGpOKH6sN5nfG"
upstream_id"chatcmpl-RLbiE3GW3Hnx37tb3H5tr7uS"
total_cost0.00284481
cache_discount0.00063744
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
10.00% Accuracy (recall)
Matched: 4/5, FP: 7
parsedCount11
matched4
total5
falsePositives7
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 Carter's eye color is bright blue, not green."
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"matched"
matchedBy
entry"4412"
detail"species"
explanation"The codex states Aurora Carter's species is Human, not Half-Fae."
paragraph3
substring"Half-Fae"
location
extractedText"[not found in paragraph 3]"
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"matched"
matchedBy
entry"2001"
detail"chainMaterial"
explanation"The codex states the Heartstone Pendant has a silver chain, not golden."
paragraph3
substring"golden chain"
location
extractedText"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 codex states Silas has grey-streaked auburn hair and a neatly trimmed beard matching that hair, not dark brown."
paragraph2
substring"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 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"hair"
explanation"While not the contradiction itself, context confirms; but specifically no hair contradiction in text except not mentioned. Actually hair not mentioned contradictory. Skip."
paragraph1
substring"Rory"
status"false_positive"
location
extractedText"Rory"
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 codex states Silas has grey-streaked auburn hair and a neatly trimmed beard matching that hair, not dark brown."
paragraph2
substring"dark brown beard"
status"false_positive"
location
extractedText"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"4413"
detail"limp"
explanation"The codex states Silas has a slight limp in his left leg, but the text does not specify left; however \"around to her side\" is not direct contradiction. Wait need direct contradiction: The text says he limped but doesn't specify right. Not a contradiction unless wrong leg. The text doesn't specify leg, so no contradiction there. Actually \"limped around to her side\" doesn't specify leg, so okay."
paragraph2
substring"limped around to her side"
status"false_positive"
location
extractedText"limped around to her side"
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 \"limp\", expected \"beard\""
3
parsed
entry"4413"
detail"signetRing"
explanation"Not a contradiction."
paragraph2
substring"polishing a glass"
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 \"signetRing\", expected \"beard\""
4
parsed
entry"853"
detail"skyColor"
explanation"Not contradicted directly except ruler wrong."
paragraph3
substring"Dymas"
status"false_positive"
location
extractedText"Dymas"
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 \"skyColor\", expected \"ruler\""
5
parsed
entry"2001"
detail"gemstoneColor"
explanation"Not mentioned wrong color in text except chain."
paragraph3
substring"Heartstone Pendant"
status"false_positive"
location
extractedText"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\""
6
parsed
entry"4412"
detail"scar"
explanation"Not mentioned."
paragraph3
substring"Rory slid onto a barstool"
status"false_positive"
location
extractedText"[not found in paragraph 3]"
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 \"scar\", expected \"eyeColor\""
36.36% Precision
True positives: 4/11
totalReported11
truePositives4
reportedDetails
0
parsed
entry"4412"
detail"eyeColor"
explanation"The codex states Aurora Carter's eye color is bright blue, not green."
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"While not the contradiction itself, context confirms; but specifically no hair contradiction in text except not mentioned. Actually hair not mentioned contradictory. Skip."
paragraph1
substring"Rory"
status"false_positive"
location
extractedText"Rory"
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 codex states Silas has grey-streaked auburn hair and a neatly trimmed beard matching that hair, not dark brown."
paragraph2
substring"dark brown beard"
status"false_positive"
location
extractedText"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"4413"
detail"limp"
explanation"The codex states Silas has a slight limp in his left leg, but the text does not specify left; however \"around to her side\" is not direct contradiction. Wait need direct contradiction: The text says he limped but doesn't specify right. Not a contradiction unless wrong leg. The text doesn't specify leg, so no contradiction there. Actually \"limped around to her side\" doesn't specify leg, so okay."
paragraph2
substring"limped around to her side"
status"false_positive"
location
extractedText"limped around to her side"
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 \"limp\", expected \"beard\""
4
parsed
entry"4413"
detail"signetRing"
explanation"Not a contradiction."
paragraph2
substring"polishing a glass"
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 \"signetRing\", expected \"beard\""
5
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
6
parsed
entry"853"
detail"skyColor"
explanation"Not contradicted directly except ruler wrong."
paragraph3
substring"Dymas"
status"false_positive"
location
extractedText"Dymas"
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 \"skyColor\", expected \"ruler\""
7
parsed
entry"2001"
detail"chainMaterial"
explanation"The codex states the Heartstone Pendant has a silver chain, not golden."
paragraph3
substring"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"golden chain"
inBoundstrue
expectedText"the golden chain catching the low light"
locationAccuratetrue
8
parsed
entry"2001"
detail"gemstoneColor"
explanation"Not mentioned wrong color in text except chain."
paragraph3
substring"Heartstone Pendant"
status"false_positive"
location
extractedText"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\""
9
parsed
entry"4412"
detail"species"
explanation"The codex states Aurora Carter's species is Human, not Half-Fae."
paragraph3
substring"Half-Fae"
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 3]"
inBoundstrue
expectedText"her Half-Fae senses tingling"
locationAccuratefalse
10
parsed
entry"4412"
detail"scar"
explanation"Not mentioned."
paragraph3
substring"Rory slid onto a barstool"
status"false_positive"
location
extractedText"[not found in paragraph 3]"
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 \"scar\", expected \"eyeColor\""
100.00% Structural validity
Parsed: 11, Well-formed: 11/11
parsedCount11
wellFormedScore11
48.7879%