Run: 2026-09-03-01M1M0HKT1NAZDJEV4WQK7CQDQ

Run Details

Duration:
4m 25s
Cost:
$0.040072
Provider:
Tencent

Model input

System
You are an expert novelist with a gift for vivid, immersive prose. You write in tight third-person limited point of view with a strong narrative voice. Your prose is clean, precise, and engaging — you favor strong verbs, concrete details, and natural-sounding dialogue. You will be given a story bible (codex) containing canonical details about characters, locations, items, and lore. Use these details to ground your writing in the established world. Stay consistent with the codex. Write only the prose of the scene. Do not include titles, chapter headings, markdown formatting, or any commentary before or after the scene.
User/Human
<codex> <character id="4416" name="Detective Harlow Quinn" aliases="Quinn, Detective Quinn, Harlow" pronouns="she/her" species="Human" storyRole="Antagonist"> <eyeColor>brown</eyeColor> <hair>closely cropped salt-and-pepper</hair> <height>5'9"</height> <age>41</age> <jawline>sharp jaw</jawline> <watch>worn leather watch on her left wrist</watch> <bearing>military precision</bearing> <description>A Metropolitan Police detective with 18 years of decorated service who suspects the clique is involved in criminal activity.</description> <backstory>She lost her partner, DS Morris, during a case three years ago under unexplained circumstances that had supernatural origins she doesn't yet understand.</backstory> </character> <character id="4414" name="Eva Kowalski" aliases="Eva, Evie" pronouns="she/her" species="Human" storyRole="Best Friend"> <eyeColor>green</eyeColor> <hair>curly red</hair> <height>5'4"</height> <age>26</age> <glasses>round glasses</glasses> <satchel>worn leather satchel full of books</satchel> <freckles>freckled complexion</freckles> <nervousHabit>tucking hair behind her left ear</nervousHabit> <description>Aurora's childhood friend and an occult researcher.</description> <backstory>Moved to London two years before Aurora and works as a research assistant at the British Museum's restricted archives. She holds a master's degree in Ancient History from Oxford.</backstory> </character> <location id="856" name="The Veil Market" aliases="Veil Market, the Market, underground market" realm="Earth"> <currentLocation>abandoned Tube station beneath Camden</currentLocation> <entryRequirement>bone token</entryRequirement> <schedule>moves locations every full moon</schedule> <description>A hidden supernatural black market that sells enchanted goods, banned alchemical substances, and information.</description> </location> <item id="2004" name="Veil Compass" aliases="the Compass, shadow compass" type="Tool" origin="The Veil Market"> <casingMaterial>small brass compass</casingMaterial> <faceMarkings>face etched with protective sigils</faceMarkings> <needle>points toward the nearest supernatural rift or portal</needle> <patina>casing has a patina of verdigris</patina> <creator>crafted by a Shade artisan</creator> <description>A compass attuned to supernatural energy.</description> </item> </codex> Write a fully fleshed out scene of at least 1000 words in the mystery genre. A detective arrives at a crime scene in an unusual location. Something is wrong — the evidence doesn't add up. A colleague is present, offering a different interpretation. Through careful observation and deduction, the detective begins to see what others have missed. Use the codex entries above as your world reference for characters and setting. Only include the prose of the scene without any markdown or commentary.

Model response

AI
Harlow Quinn, forty-one years old and five-foot-nine, ducked under the police tape and started down the steps. Her salt-and-pepper hair was cropped close to her skull, her jaw sharp in the stairwell's gloom. The air smelled of diesel, brick dust, and old water. She checked the worn leather watch on her left wrist: 2:51 AM. Eighteen years of decorated service, most of it with the Metropolitan Police, and the tight, closed-in dark of an abandoned Tube stairwell still pressed at the base of her spine. She kept her breathing even, shoulders squared, footsteps precise. Military precision. It had kept her alive through riots, through armed sieges, and through the case three years ago that had taken DS Morris from her in a swirl of circumstances she still couldn't explain—circumstances with supernatural origins she didn't yet understand, but had never once forgotten. At the bottom, the disused platform opened up around her. Floodlights on tripods threw hard white circles across walls of grime-streaked white tile. A faded advertisement for a long-dead brand of toothpaste peeled from the wall. Graffiti bloomed in violent colours over the timetable board. The air was cold enough to make her breath faintly visible. SOCOs in white suits moved like quiet ghosts near the platform edge, their cameras flashing at the stillness on the ground. To mundane eyes, this was just an abandoned Tube station beneath Camden. Harlow knew better. She had spent months piecing together the existence of the Veil Market, a hidden supernatural black market that sold enchanted goods, banned alchemical substances, and information. It moved locations every full moon, and until the next one, it was here. All around them, unseen and unheard, the Market waited behind the veil of a bone token. Detective Sergeant Frank Lyle waited for her beside the body. He was a big man in a waxed cotton jacket, chewing gum with an open, careless mouth. "Morning, Quinn. Or night. Whatever it is down here." "Talk me through it," Harlow said. Her brown eyes moved over the scene, taking inventory. "Body's one Tobias Vane, fifty-two. Small-time fence, known associate of the Camden occult scene, and a regular at the bleeding Veil Market, or so my informant says. Found him about an hour ago by that woman over there." Lyle jerked his chin toward the far edge of the platform. "No ID on him, but his face matched a missing person's report filed two days back. Preliminary says he's been dead since midnight." Harlow crouched beside the body. Tobias Vane lay on his back near the yellow safety line, arms flung wide. His left hand was closed around a smooth, pale object: a bone token, carved and yellowed, the entry requirement for the hidden market that existed all around them, unseen. His right hand was empty, fingers curled inward as if he had been reaching for something. A few inches from those fingers lay a small brass compass. Even in the harsh light, Harlow could see the verdigris patina blooming across its casing, the face etched with protective sigils. The needle pointed steadily toward the northern tunnel mouth. Harlow didn't touch it. She let her eyes move over the scene. Something was wrong. "The compass is a Veil Compass," Lyle said, coming up behind her. "Bloody thing points to the nearest supernatural rift or portal. Look at it. Pointing right at the tunnel. Vane must have disturbed a rift, or one opened up under him and tore him apart. Ritualistic, accidental, and completely not our beat. We hand it over to the weird squad, write it up as death by misadventure, and go find a fry-up before the sun comes up." Harlow said nothing. She glanced at the needle. It was steady, not trembling. If a rift had opened on this platform, there would be a smell of ozone, perhaps a scorched pattern on the tiles, the prickle of raw energy in the air. She smelled only damp concrete and cold diesel. The tunnel mouth was dark and empty, no shimmer, no distortion. Just darkness. She looked at the blood. A dark pool had spread beneath Vane's head, soaking into decades of dust. But the edges were too neat, too contained. Blood settled according to gravity and time. This pool had a clear boundary that didn't match the angle of the body. She swept her torch beam across the floor, past the body, toward the southern end of the platform. There, half-hidden in the grit, were two parallel grooves running from a steel service door to the place where Vane now lay. Drag marks. Not from the tunnel. From the service door. "That compass is Shade work." The voice came from the platform edge. Harlow straightened and turned. Eva Kowalski, twenty-six, five-foot-four and slight, stood there. Round glasses reflected the floodlights. A mass of curly red hair escaped a practical clip at the nape of her neck. Her freckled face was pale in the harsh light. She wore a heavy coat and clutched a worn leather satchel full of books against her chest. Even as Harlow watched, Eva tucked a stray strand of hair behind her left ear, a quick, nervous gesture. Harlow knew exactly who she was. Eva Kowalski, research assistant at the British Museum's restricted archives, and Aurora's childhood friend. Harlow had been watching Eva and Aurora's little clique for months, convinced they were up to their necks in the criminal activity that had started bleeding out of Camden's supernatural underworld. She let none of that show on her face. "The sigils are protective, not aggressive," Eva said, her voice tight but clear. "A Shade artisan crafted that compass. It doesn't open rifts, it finds them. If the needle is steady, the rift is stable. But you won't find a stable rift in a public tunnel. The Market is underneath us tonight. This is its location until the next full moon. If there's a rift, it's inside the Market, not out here on the platform where anyone could stumble on it." Lyle snorted. "Thanks, love. We'll call you when we need a librarian." Harlow ignored him. She looked back at the compass, then at Eva. "You can read it?" "I can read a fake," Eva said. Harlow's gaze sharpened. She crouched again, closer this time. The platform floor was damp with condensation; her own breath misted in the cold. But the brass compass was dry. Not a single bead of moisture on the verdigris. If it had been lying there since midnight, as Lyle claimed, it would have been wet. Somebody had placed it recently. Harlow's gloved hand hovered over the casing. She saw then what Eva had seen, and what Lyle had missed: the bezel—the ring around the compass face—had been rotated. The protective sigils were etched into the face, but the verdigris pattern on the bezel was broken along one edge, scratched and disturbed where the metal had been forced to turn. Someone had turned the bezel so the needle appeared to point to the tunnel. But the compass did not lie. It only needed to be read correctly. "Lyle," Harlow said, "give me your torch." He passed it over, chewing slower now. Harlow set the beam on the compass. With a gloved finger, she carefully rotated the bezel back into its true alignment. The needle resisted for a half-second, then swung smoothly away from the tunnel mouth, swept across the face, and locked toward the southern service door. Lyle stopped chewing. "What the hell?" "This compass wasn't pointing at a rift in the tunnel," Harlow said. She rose, feeling the pop in her knees. "It was pointing at the service door. Someone turned the bezel to make it look like the tunnel. They dragged Vane out of the Market, through that door, and staged him here. They planted the compass where his hand would almost reach it, hoping we'd see a supernatural accident and walk away." Lyle frowned at the body. "But why? Why go to all that trouble?" "Because the real crime scene is behind that door." Harlow pointed the torch at the steel service door. The frame around the latch was scratched, the metal worn in a way that matched the size and shape of a bone token pressed repeatedly against a hidden mechanism. "The Market is in there. Vane was killed inside, among the stalls, and then moved out here. If we believe a rift killed him, we don't open that door. We don't ask what happened in the Veil Market. We don't find out that Tobias Vane was murdered for something he was selling—or for something he knew." She turned her gaze on Eva. The younger woman had stopped tucking her hair. Her hand had tightened on the satchel until her knuckles were white. The bag bulged on one side with a rectangular shape, the corner of a heavy book pressing against the leather. "You said it yourself, Miss Kowalski," Harlow said. "Tokens can be stolen. Or given." She took a step closer, keeping her voice level. "Given, maybe, by someone inside your clique. Someone who wanted Vane dead and wanted to point us at a rift instead of a murder." Eva's mouth opened, then closed. She pushed her glasses up with one finger. "I'm here because Aurora asked me to meet her. She didn't show. I found him instead." She nodded at the body, her green eyes wide behind the round lenses. "I called you, Detective. Remember? I didn't have to." "No," Harlow agreed. "You didn't." She let the silence stretch, listening to the hum of the floodlights and the distant drip of water. She thought of Morris, of the case that had taken him, of the supernatural origins she still didn't understand. She didn't need to understand them to know that a human hand had moved this body tonight. A human hand had rotated a brass bezel and arranged a scene to look like something else. She checked her watch again. 3:04 AM. The worn leather strap was cool against her wrist. "Lyle," she said, "get a warrant for that service door. I want it opened before the Market moves at the next full moon. And take Miss Kowalski's statement. She's not leaving until I know why she's really carrying a book on Shade sigils in that satchel." Eva's breath caught, just once. Harlow looked back at the body, at the dry compass now bagged and tagged, its needle still pointing to the hidden door. Everyone else had seen a rift and a dead man who had stumbled into something he couldn't understand. Harlow saw drag marks in the dust, a dry compass on a damp floor, and a bezel turned by a hand that had forgotten that blood settles, that grooves remain, and that a detective never needs magic to read the ground. "Bag the token too," she said. "And find out who carved it. Somebody gave Vane a way into the Market tonight. Somebody wanted him exactly where he ended up." She turned and started toward the service door, her shoes striking precise, military echoes on the tiles. Behind her, the floodlights burned, and the hidden market waited in the dark, no longer quite as invisible as it had been.
created_at"2026-09-03T16:10:02.972Z" 9/3/2026, 4:10:02 PM
model"tencent/hy4-preview-20260827"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1851
moderation_latency(null)
generation_time264302
tokens_prompt896
tokens_completion17339
native_tokens_prompt865
native_tokens_completion15734
native_tokens_completion_images(null)
native_tokens_reasoning13266
native_tokens_cached0
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)
usage0.040072144
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788451802-pC9wZI9gD6eQaPcv7qS3"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788451802-ET8S4JHvNdMAl0Uu3U4u"
upstream_id"42eb464d-0c9b-40be-8f53-dd201cfdff05"
provider_responses
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endpoint_id"ad2a4093-3d2a-41d9-adf1-8b499ac8445d"
id"42eb464d-0c9b-40be-8f53-dd201cfdff05"
is_byokfalse
latency1851
model_permaslug"tencent/hy4-preview-20260827"
provider_name"Tencent"
status200
total_cost0.040072144
cache_discount(null)
upstream_inference_cost0
provider_name"Tencent"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags15
adverbTagCount0
adverbTags(empty)
dialogueSentences29
tagDensity0.517
leniency1
rawRatio0
effectiveRatio0
92.00% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1876
totalAiIsmAdverbs3
found
0
adverb"completely"
count1
1
adverb"carefully"
count1
2
adverb"really"
count1
highlights
0"completely"
1"carefully"
2"really"
100.00% AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions(empty)
found(empty)
100.00% AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions(empty)
found(empty)
84.01% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1876
totalAiIsms6
found
0
word"gloom"
count1
1
word"footsteps"
count1
2
word"etched"
count2
3
word"silence"
count1
4
word"echoes"
count1
highlights
0"gloom"
1"footsteps"
2"etched"
3"silence"
4"echoes"
100.00% Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches0
maxInWindow0
found(empty)
highlights(empty)
100.00% Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells0
narrationSentences118
matches(empty)
94.43% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount2
hedgeCount2
narrationSentences118
filterMatches
0"watch"
hedgeMatches
0"appeared to"
1"started to"
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences132
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen68
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1872
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions17
unquotedAttributions0
matches(empty)
50.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions64
wordCount1350
uniqueNames18
maxNameDensity1.63
worstName"Harlow"
maxWindowNameDensity3.5
worstWindowName"Eva"
discoveredNames
Quinn1
Metropolitan1
Police1
Tube2
Morris2
Camden2
Veil1
Market2
Sergeant1
Frank1
Lyle8
Harlow22
Vane3
Kowalski2
Eva11
British1
Museum1
Aurora2
persons
0"Quinn"
1"Morris"
2"Camden"
3"Market"
4"Sergeant"
5"Frank"
6"Lyle"
7"Harlow"
8"Vane"
9"Kowalski"
10"Eva"
11"Museum"
12"Aurora"
places
0"British"
globalScore0.685
windowScore0.5
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences85
glossingSentenceCount0
matches(empty)
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches1
per1kWords0.534
wordCount1872
matches
0"not aggressive,\" Eva said, her voice tight but clear"
90.91% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount3
totalSentences132
matches
0"know that a"
1"forgotten that blood settles, that grooves"
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs36
mean52
std39.9
cv0.767
sampleLengths
0141
1148
236
315
472
5105
612
73
878
964
1097
115
1285
1360
1481
1512
1616
177
18118
1927
207
2153
226
2372
2413
25103
2646
2747
2851
2976
3016
3146
325
3381
3429
3539
93.37% Passive voice overuse
Target: ≤2% passive sentences
passiveCount4
totalSentences118
matches
0"was cropped"
1"been rotated"
2"were etched"
3"been forced"
4"was scratched"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount0
totalVerbs211
matches(empty)
77.92% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount3
semicolonCount1
flaggedSentences3
totalSentences132
ratio0.023
matches
0"It had kept her alive through riots, through armed sieges, and through the case three years ago that had taken DS Morris from her in a swirl of circumstances she still couldn't explain—circumstances with supernatural origins she didn't yet understand, but had never once forgotten."
1"The platform floor was damp with condensation; her own breath misted in the cold."
2"She saw then what Eva had seen, and what Lyle had missed: the bezel—the ring around the compass face—had been rotated."
94.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1366
adjectiveStacks1
stackExamples
0"tight, closed-in dark"
adverbCount40
adverbRatio0.029282576866764276
lyAdverbCount11
lyAdverbRatio0.008052708638360176
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences132
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences132
mean14.18
std12.39
cv0.874
sampleLengths
017
116
210
312
430
59
62
745
810
913
1013
119
1211
1321
1412
153
1626
1714
1816
1910
2017
219
226
239
2449
2523
265
2714
2829
2916
3011
3121
329
334
348
353
3612
3766
383
395
405
4130
428
4311
442
455
4613
478
487
4914
63.89% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats4
diversityRatio0.4015151515151515
totalSentences132
uniqueOpeners53
0.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount0
totalSentences105
matches(empty)
ratio0
86.67% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount35
totalSentences105
matches
0"Her salt-and-pepper hair was cropped"
1"She checked the worn leather"
2"She kept her breathing even,"
3"It had kept her alive"
4"She had spent months piecing"
5"It moved locations every full"
6"He was a big man"
7"Her brown eyes moved over"
8"His left hand was closed"
9"His right hand was empty,"
10"She let her eyes move"
11"She glanced at the needle."
12"It was steady, not trembling."
13"She smelled only damp concrete"
14"She looked at the blood."
15"She swept her torch beam"
16"Her freckled face was pale"
17"She wore a heavy coat"
18"She let none of that"
19"She looked back at the"
ratio0.333
45.71% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount87
totalSentences105
matches
0"Harlow Quinn, forty-one years old"
1"Her salt-and-pepper hair was cropped"
2"The air smelled of diesel,"
3"She checked the worn leather"
4"She kept her breathing even,"
5"It had kept her alive"
6"Floodlights on tripods threw hard"
7"A faded advertisement for a"
8"Graffiti bloomed in violent colours"
9"The air was cold enough"
10"SOCOs in white suits moved"
11"Harlow knew better."
12"She had spent months piecing"
13"It moved locations every full"
14"Detective Sergeant Frank Lyle waited"
15"He was a big man"
16"Her brown eyes moved over"
17"Lyle jerked his chin toward"
18"Harlow crouched beside the body."
19"Tobias Vane lay on his"
ratio0.829
100.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount5
totalSentences105
matches
0"To mundane eyes, this was"
1"Even in the harsh light,"
2"If a rift had opened"
3"Even as Harlow watched, Eva"
4"If it had been lying"
ratio0.048
60.44% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences52
technicalSentenceCount6
matches
0"She had spent months piecing together the existence of the Veil Market, a hidden supernatural black market that sold enchanted goods, banned alchemical substanc…"
1"His left hand was closed around a smooth, pale object: a bone token, carved and yellowed, the entry requirement for the hidden market that existed all around th…"
2"His right hand was empty, fingers curled inward as if he had been reaching for something."
3"Harlow had been watching Eva and Aurora's little clique for months, convinced they were up to their necks in the criminal activity that had started bleeding out…"
4"The frame around the latch was scratched, the metal worn in a way that matched the size and shape of a bone token pressed repeatedly against a hidden mechanism."
5"Harlow saw drag marks in the dust, a dry compass on a damp floor, and a bezel turned by a hand that had forgotten that blood settles, that grooves remain, and t…"
58.33% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags15
uselessAdditionCount2
matches
0"Eva said, her voice tight but clear"
1"She nodded, her green eyes wide behind the round lenses"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags10
fancyCount1
fancyTags
0"Harlow agreed (agree)"
dialogueSentences29
tagDensity0.345
leniency0.69
rawRatio0.1
effectiveRatio0.069
86.3896%