Run: 2026-03-06-01KK1J7T2Y5GAAFWBS3Z8ZVMZ2

Run Details

Model:
GPT-5.4
Duration:
1m 14s
Cost:
$0.044762
Provider:
OpenAI

Model input

System
You are an expert fiction writer. Always keep the following rules in mind: - Write in past tense and use General English spelling, grammar, and colloquialisms/slang. - Write in active voice - Always follow the "show, don't tell" principle. - Avoid adverbs and cliches and overused/commonly used phrases. Aim for fresh and original descriptions. - Convey events and story through dialogue. - Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. - Skip "he/she said said" dialogue tags and convey people's actions or face expressions through their speech - Avoid mushy dialog and descriptions, have dialogue always continue the action, never stall or add unnecessary fluff. Vary the descriptions to not repeat yourself. - Put dialogue on its own paragraph to separate scene and action. - Reduce indicators of uncertainty like "trying" or "maybe" When writing text: - NEVER conclude the scene on your own, follow the beat instructions very closely. - NEVER end with foreshadowing. - NEVER write further than what I prompt you with. - AVOID imagining possible endings, NEVER deviate from the instructions. - STOP EARLY if the continuation contains what was required in the instructions. You do not need to fill out the full amount of words possible.
User/Human
Take into account the following glossary of characters/locations/items/lore... when writing your response: <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> Continue the story using the following instructions: <instructions> 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. </instructions>

Model response

AI
The call came through at 04:17, thin and crackling through the hands-free in Harlow Quinn’s car while Camden slept under a skin of rain. “Uniform found a body below ground,” the dispatcher had said. “Old station off the disused spur. Access through a maintenance gate behind the high street. You’ve been requested.” Requested. Not assigned. Harlow turned that over while the wipers dragged water across the windscreen in tired arcs. Her left hand rested on the wheel. The leather strap of her watch had darkened with damp where rain had got in when she left home. She drove past shuttered shops, wet brick, bins tipped against alley walls. Camden at that hour looked scrubbed raw. Neon from an all-night kebab place bled across the pavement and vanished in the gutter. At the taped-off service lane, a constable waved her through with the stiff shoulders of someone who wanted a senior officer to take the air off his neck. Harlow killed the engine, stepped out, and drew in the smell first. Wet concrete. Rust. Stale electricity. Under it, something sweeter, rotten in the throat. The maintenance gate yawned open. Beyond it, a narrow stairwell dropped into dark. A forensic van blocked half the lane. Two uniforms stood by the entrance with paper cups steaming in their hands. Neither looked keen to go back inside. “Detective Quinn,” one of them blurted, straightening. “Who found it?” “Transport maintenance crew, ma’am. Came in to inspect flooding on the lower platform. One of them nearly stepped in… in it.” “In it.” The constable swallowed. “Blood, ma’am.” Harlow took a pair of overshoes and gloves from the scene bag offered to her. “Who’s with the body?” “DI Mercer.” That drew a small, hard line at the corner of her mouth. Of course it did. She headed down. The station had been abandoned for years, but no amount of dust could soften its bones. The tiles still clung to the walls in patches, cream and bottle green beneath soot and damp. Old advertising boards hung in corroded frames. Rainwater had found its way through cracks overhead and dripped in slow, hollow beats onto the stairs. Emergency lamps cast the place in strips of cold white that left the tunnels beyond in thick black. At the foot of the stairs, yellow scene tape cut across the ticket hall. A camera flash burst, wiped the shadows flat, then let them rush back in. Mercer stood on the platform with his hands on his hips, broad in his suit, tie already loosened. He had the look of a man who liked answers best when they came before questions. He turned when he heard her shoes on the concrete. “Quinn.” He nodded at the body. “You got dragged into the glamour assignment.” “Looks more like sewage and rail dust.” “Victim’s male. Mid-thirties, forty tops. No ID. No wallet. Throat cut. Enough blood loss to support the obvious.” Harlow stopped two paces inside the taped area and let the scene settle around her before she moved another inch. The body lay near the platform edge, twisted on one side as if dropped rather than collapsed. Male, yes. Dark coat. Trousers soaked black at the knees. One arm flung out, palm up. The throat had been opened from left to right in a deep red mouth, but most of the blood sat nowhere near him. It spread in a broad fan three yards back, too neat at the edges, too bright in places despite the grime. Bloody footprints crossed part of it. Then they stopped. Not faded. Stopped. She crouched. “Obvious, is it?” she asked. Mercer gave a short breath through his nose. “You’ve been underground for thirty seconds.” “Long enough to count.” He frowned. “Count what?” “The drips.” He glanced up. Water tapped from the ceiling in six separate lines. None of them hit the blood fan. Harlow leaned closer to the victim’s face. Pale skin. Stubble. Mouth slightly open. Eyes clouded but not with the same slackness she expected. There was dirt under the nails, black and compacted. Not the loose grime of a tube station floor. Soil. A SOCO technician shifted aside to give her room. “Body temperature?” “Cold when we arrived,” the technician answered. “Livor fixed on the back and left side.” Harlow looked at the way the man lay now, mostly on his right. “When was he found?” “03:28.” She rose and looked to Mercer. “He didn’t die in this position.” Mercer spread a hand. “Dumped. Fine. We already had that on the board.” “No. He didn’t die here.” Mercer’s expression stayed patient in the way that invited violence. He pointed with his notebook. “Massive throat wound. Pool of blood. Body in a hidden location. That isn’t a crossword, Quinn.” She stepped around the body, keeping to the clear paper markers. “The wound bled. The floor performed. Doesn’t make them husband and wife.” Mercer folded his arms. “Go on then.” Harlow crouched near the blood fan instead of the corpse this time. The red had travelled across the uneven concrete in a way liquid should not have managed. It had run uphill over one ridge of cracked cement, then stopped in a scalloped edge clean enough to look poured. She angled her head. The emergency light picked out a skin on the surface, faintly darker than fresh blood should have shown. “Smell it,” she said. Mercer didn’t move. “Not with your tongue. Your nose.” He came nearer with a theatrical reluctance, bent, and drew back. “Metal. Blood.” “And?” His face changed a fraction. “There’s… paraffin?” She nodded. “Or something close.” One of the forensic staff looked up. “Could be contaminants from the station.” “Could,” Harlow said. “Then why is the rest of the platform dry?” She pointed to the body. “No arterial spray on the tiles behind him. No cast-off on the wall. Nothing under the collar except what ran down after the fact. If his throat had opened here while his heart still worked, that green tile would look painted.” Mercer looked at the wall. The clean patch there stared back at him. “He was killed elsewhere, throat cut there or after death, moved here, and someone staged the rest.” “Or washed the wall down.” Harlow glanced at the dry dust that still clung inside the grout lines. “With what? Air?” Mercer’s jaw set. She let him wear that for a moment and turned back to the victim’s outflung hand. The fingers had curled, but not around emptiness. The thumb pressed against the side of the forefinger as if it had held something small. A faint green smear marked the skin near the nail. “Get me a light.” The technician handed her a pen torch. Harlow shone it across the finger, not at it. Verdigris dust caught in the skin ridges. Mercer saw it. “Copper.” “Brass,” she said. “Likely.” She scanned the ground around the hand. Dust, grit, a cigarette filter old enough to predate half the uniforms upstairs, and half a crescent impression in the grime, no bigger than a two-pound coin but deeper at one side. Not a coin. A rounded object with a hinge edge. Something small had lain there. Something had been picked up after the body was placed. She looked along the platform. “Who entered first?” “Maintenance foreman, then BTP, then local response.” “Did the foreman touch anything?” “He says no.” “Did he say that before or after he saw uniforms writing things down?” Mercer stared at her. A young constable near the tape cleared his throat. “Ma’am. Foreman mentioned hearing another set of footsteps when he came down. Thought it was one of his lads. Called out. No answer.” Mercer turned. “Why wasn’t that in the first verbal?” The constable’s ears went red. “Sergeant thought he was covering himself, sir.” Harlow walked to the platform edge and looked down into the track bed. Weed stalks had pushed through the ballast. Black water sat between the rails. On the opposite wall, old tunnel signage peeled like skin. A rat skittered through debris and vanished. Her gaze snagged on a mark below the platform lip, two feet down. Fresh scrape. Bright against rust. Parallel to it, a smudge of red. “Torch.” She dropped to one knee and shone the beam underneath. Fibres hung from a jagged bolt head, dark wool torn clean. More interesting sat beyond it: a print in the caked dust of the service ledge. Not from a shoe. Too narrow. Too smooth. The rounded end and slight seam line looked like the base of a case or box. Something had been lowered or hidden beneath the platform, then pulled out in a hurry. “Mercer.” He crouched beside her with less resistance now. “What am I looking at?” “Someone knelt here after the body went down. Coat snagged. Reached under. Retrieved an item. Small enough to carry in one hand.” “Souvenir hunter?” “At four in the morning, through a locked maintenance gate, in a flooded dead station?” He gave a grim half-smile. “When you put it like that.” Harlow straightened and scanned the station again. Ticket hall, stairs, side corridor, dark service tunnel. Her eyes stopped on a locked metal grille beside an old poster frame. The padlock hung open. Not broken. Open. Water beaded on the steel. The floor below it showed a wet track through dust, recent, leading in and out. “Who cleared that corridor?” “No one yet,” Mercer answered. “Structural concerns.” “Then let’s admire the architecture.” He opened his mouth to object, then shut it and signalled for a torch. They ducked under the half-raised grille one after the other. The corridor beyond narrowed into a service passage lined with cables in rusted brackets. The air changed at once. Colder. A draught moved through there that had no business existing in a sealed section. Harlow felt it slip over the back of her neck like a fingertip. Mercer’s beam moved over old utility cabinets, flaked paint, standing water. “Nothing.” “Keep the torch still.” He did. On the wall to the right, beneath layers of soot and mineral streaks, a shape had been drawn in some greasy residue. Not random. Deliberate. A circle split by three hooked lines. Most of it had been wiped away, but the pressure marks remained. In the centre, someone had pressed a thumb and dragged down, smearing a dark stain. Mercer peered at it. “Gang mark?” “No.” “You know that for a fact?” “I know gangs don’t usually draw symbols in corridors no one sees.” She bent to the floor. More green dust. A tiny flake of brass lay near the wall. Beside it, a droplet of wax, black as a pupil. Mercer shifted. “Black-market ritual nonsense?” “Nonsense leaves less mess.” She stood and followed the draught farther in. The passage ended at a bricked-up arch where old tunnel tiles curved overhead. Newer bricks had been mortared into the opening decades ago. They should have sat still. One near the centre had shifted outward by half an inch. Harlow put her gloved fingertips on it. The brick felt colder than the air. Not damp-cold. Storage-locker cold. She looked lower. Mortar crumbs dusted the ground. Freshly disturbed. Mercer came up beside her. “You think there’s a space behind it.” “I think someone came in through the station to collect whatever the victim carried, checked under the platform, then came here.” “Why stage the body in public enough to be found?” “To send a message.” “That’s your gang mark argument.” “No. My someone-wanted-this-seen argument.” He took that in, then jerked his chin towards the corpse behind them. “So what did our dead man carry?” Harlow looked at the brass flake on the floor, the verdigris on the hand, the crescent impression in dust. “A small instrument. Brass case. Hinged.” Mercer’s eyes narrowed. “Specific.” “I like specifics.” “What sort of instrument?” She pictured the residue on the fingers, the size of the mark, the way a hand would close around a palm-sized object. Brass. Portable. Valuable enough to kill for. Hidden under a platform for seconds, not hours. Retrieved by somebody who knew exactly where to reach. “A compass,” she said. Mercer gave a disbelieving bark. “We’ve moved from murder to buried treasure.” Harlow kept her eyes on the shifted brick. “Not for north.” Behind them, footsteps slapped hard through the station, too fast for scene discipline. A constable appeared at the grille, breathing through his mouth. “Ma’am. Sir. There’s a woman upstairs asking for the senior investigating officer.” Mercer looked annoyed. “Who is she?” The constable hesitated. “Says her name’s Eva Kowalski. She told the desk officer the dead man had been carrying something called a Veil Compass, and if we touched the blood again without salt we’d lose another officer.”
created_at"2026-03-06T12:33:56.325Z" 3/6/2026, 12:33:56 PM
model"openai/gpt-5.4-20260305"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency366
moderation_latency(null)
generation_time73913
tokens_prompt1149
tokens_completion3503
native_tokens_prompt1009
native_tokens_completion2816
native_tokens_completion_images0
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"completed"
usage0.0447625
router(null)
provider_responses
0
endpoint_id"9ff5625c-403f-4d7f-b895-58ac7295062c"
id"resp_08f7d0e011ec97c30169aac9b461fc819097e2bf0062c5a40b"
is_byokfalse
latency136
model_permaslug"openai/gpt-5.4-20260305"
provider_name"OpenAI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1772800436-RgpvoWdrO7Ql3yK2ctFO"
upstream_id"resp_08f7d0e011ec97c30169aac9b461fc819097e2bf0062c5a40b"
total_cost0.0447625
cache_discount(null)
upstream_inference_cost0
provider_name"OpenAI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags10
adverbTagCount0
adverbTags(empty)
dialogueSentences90
tagDensity0.111
leniency0.222
rawRatio0
effectiveRatio0
97.65% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount2125
totalAiIsmAdverbs1
found
0
adverb"slightly"
count1
highlights
0"slightly"
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)
90.59% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount2125
totalAiIsms4
found
0
word"scanned"
count2
1
word"footsteps"
count2
highlights
0"scanned"
1"footsteps"
100.00% Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches1
maxInWindow1
found
0
label"eyes widened/narrowed"
count1
highlights
0"eyes narrowed"
100.00% Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells0
narrationSentences189
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount0
narrationSentences189
filterMatches
0"watch"
hedgeMatches(empty)
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences269
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
maxSentenceWordsSeen42
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords2125
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions13
unquotedAttributions0
matches(empty)
50.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions44
wordCount1540
uniqueNames6
maxNameDensity1.3
worstName"Mercer"
maxWindowNameDensity3.5
worstWindowName"Mercer"
discoveredNames
Harlow17
Quinn1
Camden2
Requested1
Mercer20
One3
persons
0"Harlow"
1"Quinn"
2"Camden"
3"Mercer"
places
0"One"
globalScore0.851
windowScore0.5
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences108
glossingSentenceCount1
matches
0"looked like the base of a case or box"
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches0
per1kWords0
wordCount2125
matches(empty)
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences269
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs147
mean14.46
std17.27
cv1.194
sampleLengths
024
128
23
375
453
513
627
77
83
921
102
113
122
1319
142
1516
163
1775
1828
1944
2013
217
2218
2320
2489
252
265
2714
284
294
302
3119
3242
339
342
3515
3613
374
381
396
406
4113
425
4310
4421
4523
464
473
4871
494
92.27% Passive voice overuse
Target: ≤2% passive sentences
passiveCount7
totalSentences189
matches
0"been abandoned"
1"been opened"
2"been picked"
3"was placed"
4"been lowered"
5"been drawn"
6"been wiped"
7"been mortared"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount0
totalVerbs248
matches(empty)
100.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount0
semicolonCount0
flaggedSentences0
totalSentences269
ratio0
matches(empty)
100.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1550
adjectiveStacks0
stackExamples(empty)
adverbCount42
adverbRatio0.027096774193548386
lyAdverbCount5
lyAdverbRatio0.0032258064516129032
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences269
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences269
mean7.9
std6.35
cv0.803
sampleLengths
024
110
218
31
42
515
67
719
812
97
1015
1128
1212
132
141
152
168
175
188
197
2013
217
227
233
2421
252
263
272
2815
294
302
3112
324
333
3416
3517
367
3717
3818
3914
4014
4118
4216
4310
446
457
467
4718
4820
4917
72.64% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats7
diversityRatio0.45149253731343286
totalSentences268
uniqueOpeners121
100.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount5
totalSentences152
matches
0"Of course it did."
1"Then they stopped."
2"Bright against rust."
3"More interesting sat beyond it:"
4"More green dust."
ratio0.033
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount32
totalSentences152
matches
0"Her left hand rested on"
1"She drove past shuttered shops,"
2"She headed down."
3"He had the look of"
4"He turned when he heard"
5"He nodded at the body"
6"It spread in a broad"
7"He glanced up."
8"She rose and looked to"
9"He pointed with his notebook."
10"She stepped around the body,"
11"It had run uphill over"
12"She angled her head."
13"He came nearer with a"
14"His face changed a fraction."
15"She pointed to the body."
16"She let him wear that"
17"She scanned the ground around"
18"She looked along the platform."
19"Her gaze snagged on a"
ratio0.211
71.84% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount118
totalSentences152
matches
0"The call came through at"
1"the dispatcher had said"
2"Harlow turned that over while"
3"Her left hand rested on"
4"The leather strap of her"
5"She drove past shuttered shops,"
6"Camden at that hour looked"
7"Neon from an all-night kebab"
8"Harlow killed the engine, stepped"
9"The maintenance gate yawned open."
10"A forensic van blocked half"
11"Neither looked keen to go"
12"The constable swallowed."
13"Harlow took a pair of"
14"That drew a small, hard"
15"She headed down."
16"The station had been abandoned"
17"The tiles still clung to"
18"Rainwater had found its way"
19"Emergency lamps cast the place"
ratio0.776
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences152
matches(empty)
ratio0
100.00% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences66
technicalSentenceCount2
matches
0"At the taped-off service lane, a constable waved her through with the stiff shoulders of someone who wanted a senior officer to take the air off his neck."
1"The thumb pressed against the side of the forefinger as if it had held something small."
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags10
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags8
fancyCount1
fancyTags
0"them blurted (blurt)"
dialogueSentences90
tagDensity0.089
leniency0.178
rawRatio0.125
effectiveRatio0.022
92.4994%