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id
string
summary
string
num_global_entities
int64
num_dense_events
int64
reference_images
list
00000
In a warmly lit underground subway platform with cream tiled walls and weathered black pillars, a thin pale man with a closely cropped dark beard and a long ponytail, dressed in a charcoal three-piece suit with a burgundy tie and a camel overcoat draped over his shoulders, plays a slow melancholy melody on a honey-colo...
8
17
[ "00000_ref_image_00_man_violinist.png", "00000_ref_image_01_boy_in_yellow_raincoat.png", "00000_ref_image_02_woman_commuter.png", "00000_ref_image_03_violin.png", "00000_ref_image_04_subway_train.png" ]
00001
In a brightly lit television studio kitchen with white subway-tiled walls, a long marble island, hanging copper pots, and warm tungsten lights, a Latina chef in her mid-forties with silver-streaked black hair in a bun, wearing a white double-breasted jacket embroidered 'RENATA' in red on the chest and navy houndstooth ...
7
18
[ "00001_ref_image_00_chef_renata.png", "00001_ref_image_01_copper_pan.png", "00001_ref_image_02_shrimp.png", "00001_ref_image_03_brandy_bottle.png" ]
00002
On the gravel-and-tar rooftop of a downtown office tower at dusk, with a low concrete parapet, a tall ventilation duct, and a rusting access door behind the characters and a hazy skyline of glass towers glowing orange-pink in the sunset, a tall white man in his early fifties with a lined face and short salt-and-pepper ...
6
18
[ "00002_ref_image_00_detective_marlow.png", "00002_ref_image_01_vivian.png", "00002_ref_image_02_briefcase_silver.png" ]
00003
In a cozy suburban dining room with cream walls, a long oak table draped in a lavender cloth, pink and gold balloon garlands, and a bay window letting in soft afternoon light, a six-year-old South Asian girl in a sparkly pink tulle dress with a gold sash, glittery pink bow, missing front tooth, and a 'BIRTHDAY GIRL' co...
8
20
[ "00003_ref_image_00_birthday_girl_aria.png", "00003_ref_image_01_father_kabir.png", "00003_ref_image_02_mother_priya.png", "00003_ref_image_03_child_guests.png", "00003_ref_image_04_birthday_cake.png" ]
00004
On a narrow rocky alpine ridge of shale and scattered moss, with a sheer drop opening onto a vast valley of pine forest, snow-streaked gray peaks, and a glacial blue lake far below while wisps of cloud drift past, a sun-tanned Mediterranean woman in her late twenties with hazel eyes and a thick chestnut braid spilling ...
6
12
[ "00004_ref_image_00_hiker_elena.png", "00004_ref_image_01_hiking_pole.png", "00004_ref_image_02_eagle_golden.png" ]
00005
Inside an old-school boxing gym with concrete walls plastered with faded fight posters, hanging heavy bags, dusty caged bulbs throwing hard yellow pools of light, and a center ring with frayed red ropes and a bloodstained canvas, a tall Black boxer in his late twenties with a shaved head and corded shoulders, wearing r...
6
20
[ "00005_ref_image_00_boxer_dre.png", "00005_ref_image_01_boxer_lev.png", "00005_ref_image_02_coach_fern.png" ]
00006
On a wide tropical beach at golden hour with soft pale sand, gentle turquoise waves, scattered driftwood, rustling palm fronds, and a peach-and-violet sky banded with thin gold clouds, a Polynesian officiant in her fifties with long black hair, a string of small white shells, and a deep red wraparound dress reads from ...
7
16
[ "00006_ref_image_00_bride_camille.png", "00006_ref_image_01_groom_isaac.png", "00006_ref_image_02_officiant_naia.png", "00006_ref_image_03_small_guest_group.png" ]
00007
In a grand university library reading room with floor-to-ceiling dark walnut bookshelves, a long oak study table, green-glass banker's lamps throwing warm pools of light, tall arched windows letting in cool gray afternoon light, and a high coffered ceiling, a Korean college student in her early twenties with shoulder-l...
6
14
[ "00007_ref_image_00_student_minji.png", "00007_ref_image_01_old_book.png", "00007_ref_image_02_folded_letter.png" ]
00008
Inside a sterile operating theater with white tiled walls, dark blue floors, an overhead surgical lamp casting clinical white light, and banks of monitors with steady beeping wave traces, a Black surgeon in her late forties in teal scrubs, a starry scrub cap, a sky-blue mask, fogged safety glasses, and bloodspeckled wh...
8
21
[ "00008_ref_image_00_surgeon_ada.png", "00008_ref_image_01_nurse_omar.png", "00008_ref_image_02_anesthesiologist_pia.png", "00008_ref_image_03_patient_draped.png", "00008_ref_image_04_instrument_tray.png" ]
00009
In the corner booth of a 24-hour diner at night, with red vinyl bench seats split by a chrome-edged formica table, a rain-streaked window reflecting a neon 'OPEN' sign into black night, a small wall jukebox selector, and a checkered tile floor, a Latina woman in her late twenties with curly dark hair piled in a messy b...
7
16
[ "00009_ref_image_00_friend_julia.png", "00009_ref_image_01_friend_sam.png", "00009_ref_image_02_waitress_doris.png", "00009_ref_image_03_coffee_pot.png" ]
00010
In a wood-paneled federal courtroom with deep mahogany benches, a high judicial bench bearing a gold seal flanked by an American flag and a state flag, brass railings, and a coffered ceiling lit by recessed lamps, a Black defense attorney in her late forties with twisted locs gathered at her nape, rectangular glasses, ...
7
21
[ "00010_ref_image_00_lawyer_octavia.png", "00010_ref_image_01_judge_pemberton.png", "00010_ref_image_02_defendant_marco.png", "00010_ref_image_03_jury_box_group.png" ]
00011
On a winding two-lane mountain pass road in heavy snowfall under a low pewter sky, with steep conifer-lined slopes on one side, a guardrail above a sharp drop on the other, and snowbanks piled along the shoulders, a compact red four-door sedan with a roof rack, front-tire snow chains, and bright headlights barrels towa...
6
22
[ "00011_ref_image_00_driver_ines.png", "00011_ref_image_01_passenger_kid.png", "00011_ref_image_02_red_sedan.png" ]
00012
Inside a small soundproofed vocal booth lined with charcoal acoustic foam wedges, a thick burgundy curtain along the back wall, and warm orange-amber LED accent lighting, a Black singer in her early twenties with platinum-blond shaved hair, a small gold nose stud, oversized studio headphones, a sleeveless cream knit to...
7
16
[ "00012_ref_image_00_singer_bea.png", "00012_ref_image_01_producer_kai.png", "00012_ref_image_02_condenser_mic.png" ]
00013
Across a wide subarctic taiga at last light, with snow-laden black spruce forest on the slopes, a frozen river winding through a valley below, soft purple-pink alpenglow on the snow, and a low wisp of fog hanging over the trees, a slow telephoto tracking shot follows a large timber wolf with thick silver-and-black fur,...
6
13
[ "00013_ref_image_00_alpha_wolf.png", "00013_ref_image_01_wolf_pack.png", "00013_ref_image_02_caribou_herd.png" ]
00014
Inside a small specialty coffee bar with a polished concrete counter, an exposed-brick wall hung with framed coffee labels, dangling Edison-bulb pendants, a glass pastry case, and warm morning sun streaming through tall front windows, an Israeli barista in his late twenties with a curly dark mop tucked under a black ba...
8
20
[ "00014_ref_image_00_barista_lior.png", "00014_ref_image_01_customer_business_woman.png", "00014_ref_image_02_customer_skater.png", "00014_ref_image_03_espresso_machine.png", "00014_ref_image_04_ceramic_cup.png" ]
00015
In the void of low Earth orbit, with the planet's brilliant curve of blue ocean, swirling white cloud, and a thin blue atmospheric halo filling the lower frame and a velvet-black sky scattered with sharp pinprick stars above, an astronaut in a bulky white EVA suit with a red pinstripe along the sleeves, a chest patch r...
6
9
[ "00015_ref_image_00_astronaut_ravi.png", "00015_ref_image_01_toolkit_bag.png", "00015_ref_image_02_space_station_module.png" ]
00016
Inside a packed modern football stadium at night, with a brightly lit emerald pitch ringed by advertising hoardings, towering tiered stands of tens of thousands of fans waving yellow-and-green flags and scarves under banks of stadium floodlights, a Brazilian striker in his mid-twenties with cropped dark hair and a thin...
7
24
[ "00016_ref_image_00_striker_bruno.png", "00016_ref_image_01_goalkeeper_lukas.png", "00016_ref_image_02_soccer_ball.png", "00016_ref_image_03_stadium_crowd.png" ]
00017
In a narrow third-floor apartment hallway with a worn dark-gray carpet runner, peeling cream wallpaper, faintly flickering wall sconces, and a row of dark wooden numbered doors stretching into the distance, the camera follows a white woman in her late thirties with a high ginger-red ponytail, freckled cheeks, and pale ...
6
13
[ "00017_ref_image_00_neighbor_clara.png", "00017_ref_image_01_tenant_marcus.png", "00017_ref_image_02_cardboard_box.png" ]
00018
On the top floor of a half-finished skyscraper, with a grid of exposed steel beams against a hazy blue summer sky, the city skyline far below, and tarpaulins flapping at the edges, a wide aerial drone shot circles around a Native American ironworker in his late forties, broad-shouldered and weathered, with a long black...
6
17
[ "00018_ref_image_00_ironworker_dale.png", "00018_ref_image_01_co_worker_quinn.png", "00018_ref_image_02_steel_beam.png" ]
00019
On the worn dark wooden floorboards of a black-box theatre stage, beneath a single tall hanging spotlight that casts a perfect cone of pale white light, with deep red velvet drapes hanging at the back and shadowy wings to either side, a white actor in his late thirties with shoulder-length wavy brown hair, a closely tr...
6
10
[ "00019_ref_image_00_actor_julian.png", "00019_ref_image_01_wooden_skull.png", "00019_ref_image_02_audience_silhouettes.png" ]
00020
Inside a brightly lit television news studio with a tall back screen projecting an animated weather map of the eastern seaboard, blue ambient floor lighting, dark gray walls, and out-of-focus camera operators in the background, a French-Algerian news anchor in her late forties with a sharp dark bob, deep red lipstick, ...
7
15
[ "00020_ref_image_00_anchor_helene.png", "00020_ref_image_01_news_desk.png", "00020_ref_image_02_lower_third_banner.png", "00020_ref_image_03_video_inset.png" ]
00021
In a warmly lit living room with floral wallpaper, a beige armchair, a small side-table lamp, framed family photographs on a wooden mantel, and late-afternoon sunlight streaking across the rug, an elderly Black man in his early eighties with thinning white hair, a neatly trimmed white beard, dark watery eyes, a soft br...
6
13
[ "00021_ref_image_00_interviewee_walter.png", "00021_ref_image_01_archival_photo_1.png", "00021_ref_image_02_archival_photo_2.png" ]
00022
Across a chaotic cluster of urban rooftops at dawn under a pale orange-pink sky, with satellite dishes, HVAC units, low parapets, gravel surfaces, drying laundry on lines, and a maze of antennae over a hazy city skyline, an athletic mixed-race man in his early twenties with a high tight fade, light stubble, hazel eyes,...
5
18
[ "00022_ref_image_00_runner_zane.png", "00022_ref_image_01_pursuer_dax.png" ]
00023
On the grand stage of a vintage opera house with deep red velvet curtains drawn back, gilded proscenium arches, a polished wooden stage floor, crystal chandeliers high above, and warm theatrical footlights, a tall lean white magician in his late forties with slicked-back jet-black hair, a thin pencil mustache, a black ...
7
20
[ "00023_ref_image_00_magician_cyril.png", "00023_ref_image_01_assistant_lina.png", "00023_ref_image_02_magic_box.png", "00023_ref_image_03_stage_audience.png" ]
00024
Beneath the surface of a tropical coral reef with brilliant turquoise water, dappled shafts of sunlight angling down, mounds of brain coral, fan corals waving in the current, schools of darting silver fish, and a dusky cobalt deep beyond the drop-off, the camera fades in from black over a second and a quarter to a wide...
6
14
[ "00024_ref_image_00_diver_paloma.png", "00024_ref_image_01_sea_turtle.png", "00024_ref_image_02_sunken_anchor.png" ]
00025
Inside the cluttered interior of a small corner grocery store at night, with humming overhead fluorescents, narrow aisles of chips and canned goods, a glass-fronted refrigerator glowing soft blue at the back, faded cigarette ads, and rain pattering on the front windows, a Chinese-American clerk in his late fifties with...
8
21
[ "00025_ref_image_00_clerk_jin.png", "00025_ref_image_01_robber_anon.png", "00025_ref_image_02_revolver.png", "00025_ref_image_03_counter_register.png", "00025_ref_image_04_wall_clock.png" ]
00026
In a sunlit country kitchen with butter-yellow walls, a deep porcelain farmhouse sink full of dishes, a rooster-themed wall clock, a worn pine cutting board on the counter, a row of small terracotta pots of herbs on the sill, and lemony morning sunlight pouring through gauzy white curtains, a single locked-off static w...
6
7
[ "00026_ref_image_00_tabby_cat.png", "00026_ref_image_01_coffee_mug.png", "00026_ref_image_02_morning_glory_vine.png" ]
00027
Inside a vintage second-class train compartment with a row of large rectangular windows along one side, padded green-and-tan striped bench seats, brass luggage racks above, dim warm-yellow ceiling lamps, and the rhythmic clatter of wheels on track, an Indian man in his late twenties with thick black hair, a close-trimm...
6
16
[ "00027_ref_image_00_passenger_arjun.png", "00027_ref_image_01_tea_glass.png", "00027_ref_image_02_passing_landscape.png" ]
00028
In an outdoor concrete skatepark covered in vivid layered graffiti — neon greens and oranges and a giant cartoon octopus on one bowl wall — with a quarterpipe, a long handrail, scattered grip-tape scraps, and a chain-link fence beyond a hazy orange evening sky, a Black teen girl of about sixteen with a tight braid down...
6
22
[ "00028_ref_image_00_skater_mae.png", "00028_ref_image_01_skater_friend.png", "00028_ref_image_02_skateboard.png" ]
00029
Inside a serene loft yoga studio with pale honey-colored hardwood floors, brick walls draped with hanging tapestries in burnt orange and cream, two tall arched windows pouring in pale morning sunlight, a row of potted ferns along the sills, and an Asian gong on a stand at the front, a Native American instructor in her ...
6
13
[ "00029_ref_image_00_instructor_aiyana.png", "00029_ref_image_01_student_row.png", "00029_ref_image_02_himalayan_lamp.png" ]
00030
On a wide rolling lavender field at sunrise with neat rows of fragrant purple-blue blooms stretching to a low stone farmhouse on the horizon, thin mist hanging between the rows, dew silvering the petals, and a soft pink-and-gold sky, the shot fades in slowly from black over a second and a half to a wide low view as a t...
7
19
[ "00030_ref_image_00_pilot_henrietta.png", "00030_ref_image_01_passenger_couple.png", "00030_ref_image_02_balloon_envelope.png", "00030_ref_image_03_wicker_basket.png" ]
00031
In a dim stone-walled blacksmith's workshop with rough-hewn timber rafters, hanging silhouetted tongs and hammers, a dusty leaded window letting in a single shaft of pale daylight, and a heavy wooden door open to a green countryside, a powerfully built Scottish smith in his mid-forties with a thick auburn beard, sweat-...
7
16
[ "00031_ref_image_00_smith_torin.png", "00031_ref_image_01_glowing_blade.png", "00031_ref_image_02_forge_anvil.png", "00031_ref_image_03_forge_fire.png" ]
00032
In a small city park at night in steady rain, with slick black wet paving stones reflecting amber lamplight, a low hedge of dripping rosebushes, a single iron bench, towering oak trees, and a distant low rumble of traffic, the camera fades in from black to a slow steadicam circling a couple under a tall wrought-iron st...
7
13
[ "00032_ref_image_00_man_omar.png", "00032_ref_image_01_woman_iris.png", "00032_ref_image_02_black_umbrella.png", "00032_ref_image_03_streetlamp.png" ]
00033
In a sun-drenched attic art studio with raw wood-beamed sloping ceilings, two large dormer windows opening onto a bright blue afternoon sky, scarred plank floors splattered with decades of dried paint, racks of canvases against the walls, jars of brushes and turpentine on a battered side table, and motes of dust drifti...
6
13
[ "00033_ref_image_00_painter_isolde.png", "00033_ref_image_01_painting_canvas.png", "00033_ref_image_02_paint_palette.png" ]
00034
In a long brightly lit hospital emergency-room corridor with sterile white walls, polished gray vinyl floors, fluorescent overhead lighting, muffled staff chatter, signage for 'TRAUMA BAY 2', and yellow caution cones along one wall, a fast steadicam tracking shot races backward in front of a chrome gurney with side rai...
8
21
[ "00034_ref_image_00_patient_amir.png", "00034_ref_image_01_trauma_doctor_pierre.png", "00034_ref_image_02_nurse_julia.png", "00034_ref_image_03_paramedic_dax.png", "00034_ref_image_04_gurney.png" ]
00035
On a long mirrored white runway in a grand minimalist event hall with gleaming polished floors, spotlights pointing in from above, a pulsing electronic backbeat, and a vast white backdrop bearing the designer's silver-foil logo at the far end, the camera fades in from black to a wide static down the runway from the pho...
4
14
[ "00035_ref_image_00_model_jolie.png" ]
00036
In a sunlit Australian secondary-school classroom with cream walls, a chalk-dusted blackboard partly covered in bullet points about Hamlet, rows of wooden desks, a tall window letting in pale yellow light, and a 'YEAR 9 ENGLISH' banner, a wide static frames an Indian-Australian teacher in his early forties with neatly ...
8
14
[ "00036_ref_image_00_teacher_arnav.png", "00036_ref_image_01_class_students.png", "00036_ref_image_02_young_teacher_flashback.png", "00036_ref_image_03_old_library_carrel.png" ]
00037
In a wildflower meadow with knee-high grasses, drifts of clover and yarrow, a rustic wooden fence, an old leaning apple tree, blue summer sky, and the soft constant hum of insects, a Black beekeeper in his mid-fifties in a crisp white beekeeper suit zipped to the chin with a wide-brimmed mesh-veil hood, thick canvas gl...
7
16
[ "00037_ref_image_00_beekeeper_solomon.png", "00037_ref_image_01_wooden_hive.png", "00037_ref_image_02_hive_frame.png", "00037_ref_image_03_smoker_can.png" ]
00038
In the finish chute of a city marathon on a sunny morning, with a temporary plastic-grass carpet across the asphalt, metal barricades on both sides, scattered crumpled paper cups, swaying race banners, tall buildings in the background, and a wide red overhead 'FINISH' banner with twin digital clocks reading 04:01:32 fl...
8
17
[ "00038_ref_image_00_runner_lena.png", "00038_ref_image_01_runner_friend_diego.png", "00038_ref_image_02_finish_line_banner.png", "00038_ref_image_03_water_cup.png", "00038_ref_image_04_spectator_crowd.png" ]
00039
In a small artisan pottery studio with whitewashed brick walls, exposed pipes, shelves of bisqueware in earth tones, a window letting in cool overcast daylight, drying linen towels hanging from a wire, and a faint hum from the wheel, the camera holds an extreme close-up on the clay-streaked hands of a Turkish potter in...
6
9
[ "00039_ref_image_00_potter_yusuf.png", "00039_ref_image_01_wet_clay.png", "00039_ref_image_02_pottery_wheel.png" ]
00040
In an intimate underground jazz club with deep red brick walls, a low ceiling hung with vintage photos of jazz greats, a small raised wooden stage in one corner under a single golden spotlight, drifting cigarette smoke catching the light, and the soft tinkle of glasses, a low static medium shot frames a Black pianist i...
8
19
[ "00040_ref_image_00_pianist_thelonia.png", "00040_ref_image_01_double_bassist.png", "00040_ref_image_02_drummer.png", "00040_ref_image_03_grand_piano.png", "00040_ref_image_04_audience_jazz_club.png" ]
00041
On a wide-open Pacific surf break at midday under a sharp blue sky, with distant green tropical cliffs at the horizon, a deep cobalt sea, scattered other surfers paddling in the channel, and the constant low boom of breaking surf, a wide drone shot from far above frames a Hawaiian woman in her late twenties with sun-bl...
6
17
[ "00041_ref_image_00_surfer_kalani.png", "00041_ref_image_01_surfboard.png", "00041_ref_image_02_big_wave.png" ]
00042
In a quiet pine-forest clearing at night, with tall black silhouettes of trees ringing a small ringed campfire of orange flames and rising sparks bordered by smooth river stones, a sky so clear the Milky Way is visible, frost on the grass, a pale-orange dome tent at the edge of the firelight, and the distant call of an...
9
13
[ "00042_ref_image_00_camper_mireille.png", "00042_ref_image_01_husky_dog.png", "00042_ref_image_02_campfire.png", "00042_ref_image_03_morning_embers.png", "00042_ref_image_04_tin_kettle.png" ]
00043
In a tiny independent bookshop with floor-to-ceiling oak bookshelves crammed with worn paperbacks and hardcovers, a creaky wooden floor, several Persian rugs, an old jazz record playing low, a small leaded-glass window letting in soft afternoon sunlight, and a brass bell over the door, a slow steadicam follows from beh...
7
15
[ "00043_ref_image_00_customer_irene.png", "00043_ref_image_01_shopkeeper_pinder.png", "00043_ref_image_02_rare_book.png", "00043_ref_image_03_shop_cat.png" ]
00044
In the dim interior of a Tibetan monastery prayer hall at dawn, with massive lacquered red columns, painted thangka scrolls hanging from the high beams, walls of golden Buddhas in glass cabinets, woven cushions on the wooden floor, and faint pale daylight slanting through narrow window slits, the camera fades in slowly...
7
12
[ "00044_ref_image_00_senior_monk.png", "00044_ref_image_01_junior_monks.png", "00044_ref_image_02_butter_lamps.png", "00044_ref_image_03_prayer_drum.png" ]
00045
In a manicured English country-estate garden at sunset, with a wide green lawn stretching to a low yew hedge and open countryside beyond, a tall white marquee at one side, beds of full-bloom roses and lavender, warm-white Edison-bulb string lights crisscrossed between the trees, and a peach-and-violet sky deepening tow...
8
19
[ "00045_ref_image_00_host_constance.png", "00045_ref_image_01_guest_couple.png", "00045_ref_image_02_teenage_violinist.png", "00045_ref_image_03_string_lights.png", "00045_ref_image_04_drinks_table.png" ]
00046
In a vintage 80s bowling alley with deep red carpet patterned in neon swirls, fluorescent strip lights along the ceiling, twelve polished maple lanes, plastic seats in oranges and yellows, and a hazy din of music, rolling balls, and crashing pins, a low static down-lane shot frames a Vietnamese-American man in his earl...
8
21
[ "00046_ref_image_00_bowler_kim.png", "00046_ref_image_01_teammate_lola.png", "00046_ref_image_02_bowling_ball.png", "00046_ref_image_03_pin_set.png", "00046_ref_image_04_score_screen.png" ]
00047
Inside the dim cockpit of a small interstellar courier ship — curving wraparound holographic console, soft red running lights along the ceiling, padded leather pilot's seat, and a panoramic windshield onto a dense asteroid field set against a glittering star-studded void — a tight close-up frames an Afro-Latina pilot i...
7
18
[ "00047_ref_image_00_pilot_octavia.png", "00047_ref_image_01_ai_console.png", "00047_ref_image_02_drifting_asteroid.png", "00047_ref_image_03_viewport.png" ]
00048
In a working-class auto repair shop with stained gray concrete floors, oil-stained pegboards of tools, an open roll-up garage door letting in flat afternoon sunlight, a calendar with a vintage car on the wall, a battered red rolling toolbox, and the smell of motor oil, a low static shot beneath a dusty red 1980s pickup...
7
14
[ "00048_ref_image_00_mechanic_dani.png", "00048_ref_image_01_customer_phil.png", "00048_ref_image_02_lifted_truck.png", "00048_ref_image_03_shop_dog_pickle.png" ]
00049
In an ornate wedding reception hall with crystal chandeliers low overhead, exposed dark wooden beams, walls cascading with fresh white peonies and trailing ivy, candle-lit round tables of gold-rimmed china, and a small string quartet playing softly in one corner, a static medium frames a nervous best man in his late tw...
8
23
[ "00049_ref_image_00_best_man_arlo.png", "00049_ref_image_01_groom_lev.png", "00049_ref_image_02_bride_pia.png", "00049_ref_image_03_microphone_handheld.png", "00049_ref_image_04_wedding_audience.png" ]
00050
Inside a softly lit reef-themed home aquarium with shifting blue water, a backdrop of fake live rock and tufts of green and red coral, lazy bubbles streaming from a small filter outlet, and a fine mist of yellow-green plankton drifting in the foreground, a single locked-off static medium shot of the front pane holds fo...
7
6
[ "00050_ref_image_00_clownfish.png", "00050_ref_image_01_blue_tang.png", "00050_ref_image_02_cleaner_shrimp.png", "00050_ref_image_03_anemone_host.png" ]
00051
In a sleek photo studio with a tall seamless deep-crimson paper backdrop, a polished concrete floor, racks of high-fashion clothing, a rolling rack of tripods and reflectors, an industrial fan blowing a steady wind, and a moody synth track, a wide static frames a Belarusian model in his early twenties with shoulder-len...
7
18
[ "00051_ref_image_00_model_aleksei.png", "00051_ref_image_01_photographer_uche.png", "00051_ref_image_02_stylist_anya.png", "00051_ref_image_03_strobe_lights.png" ]
00052
In a homemade neighborhood haunted house at night, set up in a basement and garage with dark plastic sheeting, an inflatable witch at the entrance, fog-machine vapor, the throb of horror-movie music, and distant kid screams, a tight low handheld shot from in front leads a Mexican-American teen girl of fifteen in a thin...
6
21
[ "00052_ref_image_00_teen_marisol.png", "00052_ref_image_01_teen_jamal.png", "00052_ref_image_02_ghost_costume.png" ]
00053
In a warmly lit South Asian American family dining room with a low brass-and-frosted-glass pendant lamp over a long oak table set with steaming bowls of rice, dhal, and chicken curry in worn ceramic, condiment dishes, half-drunk water glasses, and a small cluster of unlit white candles, framed family photos on the wall...
8
23
[ "00053_ref_image_00_father_dilshan.png", "00053_ref_image_01_daughter_amaya.png", "00053_ref_image_02_mother_kanthi.png", "00053_ref_image_03_younger_brother_ravi.png", "00053_ref_image_04_dinner_table.png" ]
00054
On a steep alpine ski race course on a sunny morning under a brilliant blue sky, with pristine compacted snow, distant snow-capped peaks ringing the valley, fluttering sponsor banners, a scattered crowd in colorful winter wear behind orange safety netting, and the rasp of edges on hard snow, a low static shot at the st...
6
18
[ "00054_ref_image_00_skier_lina.png", "00054_ref_image_01_slalom_gates.png", "00054_ref_image_02_course_marshal.png" ]
00055
On a high-altitude Colombian coffee farm at mid-morning, with rows of dark-green coffee shrubs heavy with red ripe cherries, scattered tall shade trees casting dappled light, distant terraced green hills, a thin band of fog still hanging in the lower valley, and the bright chatter of unseen birds, a tight close-up capt...
7
14
[ "00055_ref_image_00_farmer_estela.png", "00055_ref_image_01_coffee_cherries.png", "00055_ref_image_02_woven_basket.png", "00055_ref_image_03_young_helper.png" ]
00056
Inside a churning class-IV mountain river canyon bordered by towering granite walls speckled with moss, dark green pines clinging to ledges, plumes of white spray exploding off boulders, and a slate-gray overcast sky, a wide drone shot from above follows a New Zealand woman in her early thirties with a tight French bra...
6
18
[ "00056_ref_image_00_kayaker_iris.png", "00056_ref_image_01_red_kayak.png", "00056_ref_image_02_safety_boat_couple.png" ]
00057
Inside a deep narrow alpine slot canyon at midday with frosted spruce dusted in snow at the rim, sharp shadows on the canyon walls, a thin slice of cobalt sky overhead, and crusted snow underfoot, a low-angle static shot looking straight up a 50-meter frozen waterfall — translucent blue-white columns of ice with refroz...
6
13
[ "00057_ref_image_00_climber_torsten.png", "00057_ref_image_01_frozen_waterfall.png", "00057_ref_image_02_belayer_partner.png" ]
00058
Across a rocky Pacific Northwest tide-pool zone at low tide with slick black basalt boulders, glistening green-brown kelp, mirror-like puddles full of anemones and barnacles, salt mist drifting low, gulls calling overhead, and a pewter overcast sky, a low handheld tracking shot follows a six-year-old girl with two brow...
7
14
[ "00058_ref_image_00_mother_celine.png", "00058_ref_image_01_daughter_maelle.png", "00058_ref_image_02_starfish_purple.png", "00058_ref_image_03_red_bucket.png" ]
00059
Through a narrow loamy singletrack cut through a coastal redwood forest with massive dewy ferns, towering cinnamon-colored redwood trunks, soft beams of golden morning sunlight slanting through the canopy, and root-and-rock features along the trail, a chest-mounted POV from an Australian man in his late twenties with s...
5
15
[ "00059_ref_image_00_rider_kobi.png", "00059_ref_image_01_enduro_bike.png" ]
00060
Inside a rocky mountain stream at golden-hour with crystal-clear water tumbling over moss-bearded boulders, thick stands of yellow-turning aspen on the banks, drifts of cottonwood fluff in the eddies, dragonflies hovering, and a soft buttery sun low in the sky, a wide static frames a Black American woman in her mid-fif...
6
13
[ "00060_ref_image_00_angler_etta.png", "00060_ref_image_01_fly_rod.png", "00060_ref_image_02_rainbow_trout.png" ]
00061
Inside a packed indoor basketball arena with polished hardwood court, tall LED-lit advertising boards ringing the floor, scoreboards reading 'HOME 88 — AWAY 89', steeply rising tiers of seats, and bright halogen lights overhead, a tight close-up of a Black American guard in his mid-twenties — lean and tall with cornrow...
8
23
[ "00061_ref_image_00_guard_devon.png", "00061_ref_image_01_defender_marek.png", "00061_ref_image_02_game_clock.png", "00061_ref_image_03_basketball.png", "00061_ref_image_04_stadium_crowd.png" ]
00062
On the manicured emerald grass center court of a major tennis stadium under a partly cloudy sky, with chalked white sidelines, a taut low net, dark wooden judges' chairs, and tiered green spectator stands packed with Wimbledon-style hushed crowd in summer hats and pastel jackets, a tight close-up frames a Croatian woma...
7
20
[ "00062_ref_image_00_server_iva.png", "00062_ref_image_01_returner_aurelio.png", "00062_ref_image_02_tennis_ball.png", "00062_ref_image_03_stadium_crowd_tennis.png" ]
00063
On the manicured grass shooting line of an outdoor archery competition range with yellow line markers, parallel red shooting lanes, hushed spectators in folding chairs to the side, distant target butts in a row, and pale overcast Olympic-style daylight, a side close-up frames a South Korean woman in her early twenties ...
7
17
[ "00063_ref_image_00_archer_seo_yeon.png", "00063_ref_image_01_recurve_bow.png", "00063_ref_image_02_arrow.png", "00063_ref_image_03_distant_target.png" ]
00064
On a wooden Olympic-style lifting platform inside a brightly lit competition arena ringed by red barriers, a banner reading 'WEIGHTLIFTING WORLD CHAMPIONSHIPS', three judges' tables with red and white lights, and bright spotlights overhead, a low static shot frames a Nigerian woman in her late twenties — broad-shoulder...
7
20
[ "00064_ref_image_00_lifter_chioma.png", "00064_ref_image_01_barbell.png", "00064_ref_image_02_coach_oluseun.png", "00064_ref_image_03_competition_audience.png" ]
00065
Inside an Olympic-style gymnastics arena with bright wooden floor mats, banners reading 'ARTISTIC GYMNASTICS', tiered seating, the pommel horse and uneven bars visible at the edges, and bright spotlights overhead, a low side-tracking shot follows the bare feet of a Russian-American girl of about sixteen with a tightly ...
7
17
[ "00065_ref_image_00_gymnast_anastasia.png", "00065_ref_image_01_balance_beam.png", "00065_ref_image_02_coach_irina.png", "00065_ref_image_03_judge_table.png" ]
00066
On a grassy alpine ridge launch site at dawn with low blueberry shrubs, the cliff edge dropping into a long valley of jagged snow-streaked peaks bathed in golden morning light, a sea of low clouds beneath the ridge, and a wind sock fluttering at the edge, a low static shot frames a Swiss man in his mid-thirties with a ...
6
17
[ "00066_ref_image_00_pilot_jonas.png", "00066_ref_image_01_paraglider_canopy.png", "00066_ref_image_02_action_camera.png" ]
00067
Across a wide turquoise bay at mid-morning with glassy clear water, a thin mist still lifting off the surface, distant green tropical headlands, scattered seagrass shadows visible through the water, and a soft hazy blue sky, the camera fades in slowly from black over a second to a wide aerial drone shot of a wide stabl...
6
14
[ "00067_ref_image_00_kayaker_amaya.png", "00067_ref_image_01_sit_on_top_kayak.png", "00067_ref_image_02_dolphin_pod.png" ]
00068
On a perfectly groomed superpipe at a major snowboard event venue at a sunny cold mountain resort with bright crisp blue sky, sponsor banners along the ridge, tall snowy pines, and bright stadium-style lights, a low side-tracking shot follows an Icelandic teenage girl of seventeen — platinum-blond hair flying, freckled...
7
21
[ "00068_ref_image_00_rider_freya.png", "00068_ref_image_01_snowboard.png", "00068_ref_image_02_halfpipe.png", "00068_ref_image_03_spectator_friends.png" ]
00069
Across a Pacific dawn surf break — deep cobalt sea, sky fading from black-blue to soft peach and gold along the eastern horizon, first sunlight glinting on the water, a low offshore breeze feathering the spray, and the hazy silhouette of a tropical headland — the camera fades in slowly from black over three-quarters of...
6
9
[ "00069_ref_image_00_surfer_eito.png", "00069_ref_image_01_longboard_surfboard.png", "00069_ref_image_02_small_dawn_wave.png" ]
00070
Inside a major indoor hockey arena with polished ice, red and blue line markings, advertising boards along the boards, banks of bright halogen lights, a jumbotron reading 'HOME 2 — AWAY 2 PERIOD 3', and a blue-painted crease, a tight close-up frames a Finnish-American goalie in his late twenties — short blond hair unde...
7
22
[ "00070_ref_image_00_goalie_emil.png", "00070_ref_image_01_shooter_evgeni.png", "00070_ref_image_02_hockey_puck.png", "00070_ref_image_03_stadium_crowd_hockey.png" ]
00071
Inside a basement-level Comedy Cellar with exposed red-brick walls, a small black-painted stage backed by a deep red velvet curtain, a single stool and metal mic stand, and small round wooden tables ringed with low candle lamps under warm amber spotlight, a Black man in his mid-thirties with a clean fade, trimmed beard...
6
11
[ "00071_ref_image_00_comedian_marcus.png", "00071_ref_image_01_comedy_audience.png", "00071_ref_image_02_wireless_mic.png" ]
00072
On the gilded stage of an old European opera house — painted moonlit forest backdrop, gold proscenium arch, deep red velvet curtains tied to the wings, polished wood floor, rows of red plush seats glowing under crystal chandeliers, and a sunken orchestra pit of violinists and a baton-raising conductor in tailcoat — a J...
6
13
[ "00072_ref_image_00_ballerina_yuki.png", "00072_ref_image_01_danseur_pierre.png", "00072_ref_image_02_orchestra_pit.png" ]
00073
On a massive open-air stadium concert stage with towering black amp stacks, a giant LED video wall flashing molten lava textures, swinging white spotlights, and red-blue-white strobes, a lanky white rock guitarist in his late twenties with bleached platinum hair flying loose, sharp cheekbones, silver hoop earrings, a s...
6
17
[ "00073_ref_image_00_rocker_jax.png", "00073_ref_image_01_stadium_crowd_rock.png", "00073_ref_image_03_stage_pyro.png" ]
00074
On the grand stage of La Scala — gilded proscenium, drawn-open crimson velvet stage curtains, polished wooden boards, marble-textured pillar set pieces, warm footlight gold washing the boards, and the dim red glow of seats beyond — an Italian soprano in her late thirties with auburn ringlets pinned under a jeweled tiar...
6
8
[ "00074_ref_image_00_soprano_anna.png", "00074_ref_image_01_conductor_in_pit.png", "00074_ref_image_02_painted_backdrop_palace.png" ]
00075
On a high-school football field at halftime under blazing sodium-vapor stadium lights against a fading orange dusk sky, with painted yard lines, a red 'HOME' end zone, and packed home stands, a Black teenage girl drum major in her late teens — hair tucked under a tall white shako with a red plume, a high-collared white...
6
13
[ "00075_ref_image_00_drum_major_keisha.png", "00075_ref_image_01_marching_band.png", "00075_ref_image_02_silver_mace.png" ]
00076
On the white-tiled mezzanine of a busy New York subway station — cream tile walls, harsh fluorescent lights, glossy beige terrazzo floor, and turnstiles in the background — a young white busker in her early twenties with curly auburn hair tied back, freckles, a cream cable-knit sweater, faded blue overalls, brown leath...
8
14
[ "00076_ref_image_00_busker_amelia.png", "00076_ref_image_01_listener_old_man.png", "00076_ref_image_02_listener_young_couple.png", "00076_ref_image_03_acoustic_guitar.png", "00076_ref_image_04_open_guitar_case.png" ]
00077
Inside a moody speakeasy lounge with deep green velvet booths, brass wall sconces casting amber light, an art-deco geometric carpet, soft murmured piano, and a lacquered wooden bar in the distance, a slim white magician in his early thirties with slicked-back dark hair, sharp green eyes, a thin smile, a small earring, ...
8
18
[ "00077_ref_image_00_magician_oliver.png", "00077_ref_image_01_spectator_lila.png", "00077_ref_image_02_deck_of_cards.png", "00077_ref_image_03_queen_of_hearts.png", "00077_ref_image_04_lounge_table.png" ]
00078
Inside a small black-box improv theater with a bare wooden stage, two folding chairs upstage, exposed brick wall, a single overhead spotlight, and rows of raked seats just feet from the stage, a Latina improviser in her late twenties with a dark pixie cut, hoop earrings, gray blazer, white tee, black jeans, and sneaker...
6
14
[ "00078_ref_image_00_improv_jess.png", "00078_ref_image_01_improv_dan.png", "00078_ref_image_02_improv_audience.png" ]
00079
Inside a 1940s ballroom dance hall — checkerboard black-and-white tiled floor, walls hung with red-white-blue crepe streamers, paper lanterns strung above, and a polished wooden bandstand at the far end where a fourteen-piece big band in matching cream tuxedos blows a fast swing tune — a white woman in her mid-twenties...
6
13
[ "00079_ref_image_00_swing_partner_w.png", "00079_ref_image_01_swing_partner_m.png", "00079_ref_image_02_big_band.png" ]
00080
On a sunlit Brooklyn street corner with a brownstone background, chalk drawings on the sidewalk, a rusted yellow fire hydrant, and raking afternoon light, a Black beatboxer in his mid-twenties — short dreadlocks tied back, thin chin beard, sunglasses pushed up, oversized red-and-black checkered hoodie, baggy black swea...
7
16
[ "00080_ref_image_00_beatboxer_marcus.png", "00080_ref_image_01_breakdancer_kai.png", "00080_ref_image_02_street_crowd_circle.png", "00080_ref_image_03_boombox.png" ]
00081
Inside a small Manhattan jazz club — exposed brick walls, low ceiling, candle-lit round tables, two amber-bulb chandeliers casting warm pools, a low corner stage, and a thin haze of cigar smoke catching the light — a Black jazz pianist in his fifties with neatly cropped graying hair, a trimmed beard, gold wire-rim glas...
7
9
[ "00081_ref_image_00_pianist_thelonius.png", "00081_ref_image_01_bassist_carla.png", "00081_ref_image_02_drummer_eli.png", "00081_ref_image_03_grand_piano.png" ]
00082
In a sunny city-park meadow ringed with green maples, a paved path winding past, soft summer haze, and a splashing fountain in the background, a Ghanaian lead drummer in his late forties with cropped graying hair, a warm wide smile, deep laugh lines, a vibrant kente cloth wrap over a white tunic, leather sandals, and s...
7
12
[ "00082_ref_image_00_lead_drummer_kofi.png", "00082_ref_image_01_drum_circle.png", "00082_ref_image_02_kofi_djembe.png", "00082_ref_image_03_children_dancers.png" ]
00083
Inside a quirky coffee house — mismatched leather couches and wooden chairs, exposed-bulb pendant lights casting warm orange pools, brick walls hung with art prints, a small raised stage in the back corner, and steaming espresso machines hissing softly behind the counter — a slim white singer-songwriter in his early tw...
7
9
[ "00083_ref_image_00_singer_aiden.png", "00083_ref_image_01_small_audience_couches.png", "00083_ref_image_02_worn_acoustic.png", "00083_ref_image_03_tip_jar.png" ]
00084
In the central plaza of Oaxaca with bougainvillea-draped colonial archways, hand-painted papel picado strung overhead, sandstone pavers, a central sandstone fountain, and warm late-afternoon sun, a Mexican guitar busker in his mid-thirties with shoulder-length wavy black hair, a thick beard, sun-weathered tan skin, bri...
7
13
[ "00084_ref_image_00_guitar_busker_diego.png", "00084_ref_image_01_tourist_couple.png", "00084_ref_image_02_spanish_guitar.png", "00084_ref_image_03_open_guitar_case_mexico.png" ]
00085
Inside the wood-paneled grand concert hall — three tiers of red-velvet balconies, a curved acoustic ceiling, an enormous crystal chandelier, and a polished wooden stage thrust forward over an audience of about two thousand in formal evening wear — a Swedish concertmaster in her late forties with platinum-blond hair in ...
7
14
[ "00085_ref_image_00_concertmaster_inga.png", "00085_ref_image_01_full_orchestra.png", "00085_ref_image_02_principal_oboist.png", "00085_ref_image_03_audience_concert_hall.png" ]
00086
Inside a sleek glass-walled high-rise boardroom at dusk — dark walnut conference table, recessed warm overhead spots, city skyline through the windows, and a black abstract painting on one wall — an Indian-American startup founder in her early thirties with shoulder-length straight black hair, sharp dark eyes, a forest...
7
13
[ "00086_ref_image_00_founder_priya.png", "00086_ref_image_01_vc_panel.png", "00086_ref_image_02_demo_screen.png", "00086_ref_image_03_laser_pointer.png" ]
00087
Inside an open-plan tech office with rows of standing desks, dual-monitor setups, kanban boards in the background, exposed concrete ceiling with cable trays, and mid-morning sun through large windows, a white engineer in his late thirties with a receding hairline, round tortoiseshell glasses, salt-and-pepper beard, gra...
8
15
[ "00087_ref_image_00_engineer_owen.png", "00087_ref_image_01_engineer_lin.png", "00087_ref_image_02_engineer_omar.png", "00087_ref_image_03_whiteboard_diagram.png", "00087_ref_image_04_whiteboard_marker.png" ]
00088
Inside a small windowless interrogation room with cracked beige walls, a one-way mirror covering one full wall, a single caged bulb hanging low, scuffed concrete floor, and a heavy metal door, a hard-edged Irish-American detective in her mid-forties with short reddish-blonde hair pulled back, sharp green eyes, freckles...
7
14
[ "00088_ref_image_00_detective_riley.png", "00088_ref_image_01_suspect_marlon.png", "00088_ref_image_02_interrogation_table.png", "00088_ref_image_03_case_file_folder.png" ]
00089
Inside the marble-floored basement corridor of an old downtown bank — polished black-and-white tile, high vaulted ceiling, brass fixtures, dim red emergency lighting, and a massive circular polished steel vault door with eight rotating bolts and a brass plate reading 'FIRST FEDERAL BANK 1947' — a stocky Russian thief i...
8
15
[ "00089_ref_image_00_thief_axel.png", "00089_ref_image_01_thief_lookout.png", "00089_ref_image_02_vault_door.png", "00089_ref_image_03_diamond_drill.png", "00089_ref_image_04_cash_pile.png" ]
00090
Inside a cramped concrete-walled basement hacker's lair — exposed pipes overhead, blue and purple LED strip lights, a small foil-covered high window, scattered energy drink cans, and obscure-anime posters — a young white hacker in her early twenties with purple-streaked black hair shaved on one side, nose ring, dark ey...
7
15
[ "00090_ref_image_00_hacker_zoey.png", "00090_ref_image_01_multi_monitor_rig.png", "00090_ref_image_02_rgb_keyboard.png", "00090_ref_image_03_breach_warning_screen.png" ]
00091
On the trading floor of a Wall Street investment bank — vast open bullpen, glass walls, ceiling-mounted red-and-green ticker boards, exposed steel beams, floor-to-ceiling windows showing midtown Manhattan — dozens of bullpen desks crammed with flat-screens, harsh fluorescent overheads, and the ambient roar of dozens of...
8
16
[ "00091_ref_image_00_trader_nick.png", "00091_ref_image_01_trader_amal.png", "00091_ref_image_02_trader_jin.png", "00091_ref_image_03_red_market_screen.png", "00091_ref_image_04_trading_floor.png" ]
00092
Inside a wood-paneled federal courtroom with deep burgundy carpet, a high mahogany judge's bench, brass railings, an American flag and a state flag flanking the bench, dark wooden gallery benches, and cool morning light through tall windows, a Black lawyer in her early forties with hair in tight braided coils, a sharp ...
6
12
[ "00092_ref_image_00_lawyer_imani.png", "00092_ref_image_01_jury_box.png", "00092_ref_image_02_judge_higgins.png" ]
00093
Inside a sterile modern hospital operating room — bright surgical light pendant, polished tile floor, stainless steel cabinets, drape-covered tables, and pale teal walls — an Asian-American surgeon in her late forties with serious dark eyes above a surgical mask, neat short black hair under a teal-and-white floral cap,...
8
14
[ "00093_ref_image_00_surgeon_dr_chen.png", "00093_ref_image_01_scrub_nurse_tomas.png", "00093_ref_image_02_patient_draped.png", "00093_ref_image_03_scalpel.png", "00093_ref_image_04_vital_monitors.png" ]
00094
Inside a polished modern television news studio — dark glossy reflecting floor, suspended studio lights, exposed teleprompter rigs, and a dominant LED video wall — a polished white anchor in her late forties with shoulder-length blow-dried blonde hair, blue eyes with subtle makeup, a warm smile, fitted royal-blue blaze...
7
12
[ "00094_ref_image_00_anchor_diana.png", "00094_ref_image_01_news_desk.png", "00094_ref_image_02_news_graphics.png", "00094_ref_image_03_cam_lens_red_dot.png" ]
00095
Inside a bright industrial robotics lab — polished concrete floor with a rubber-padded center testing area, workbenches covered in circuit boards and cables, exposed steel ceiling trusses, and overhead linear LEDs — an Iranian-American roboticist in her late twenties with shoulder-length wavy black hair, dark eyes, a f...
6
13
[ "00095_ref_image_00_roboticist_sara.png", "00095_ref_image_01_quadruped_robot.png", "00095_ref_image_02_control_tablet.png" ]
00096
On an active urban construction site — muddy ground crisscrossed by tire tracks, stacks of rebar and white sandbags, a row of blue PortaPotties, a chain-link fence printed with the developer's logo, the orange steel skeleton of a three-story mid-rise rising behind, exposed concrete floor decks, and a yellow tower crane...
8
15
[ "00096_ref_image_00_architect_jonas.png", "00096_ref_image_01_contractor_helga.png", "00096_ref_image_02_rolled_blueprints.png", "00096_ref_image_03_folding_site_table.png", "00096_ref_image_04_construction_skeleton.png" ]
00097
Inside a third-wave coffee shop with raw oak counters, a polished concrete floor, exposed Edison bulbs, a cream-chalk chalkboard menu, white subway-tile walls behind the bar, and soft indie folk music, a white barista in his late twenties with copper-red hair in a small bun, freckled nose, stitched leather apron over a...
8
14
[ "00097_ref_image_00_barista_finn.png", "00097_ref_image_01_customer_zara.png", "00097_ref_image_02_milk_pitcher.png", "00097_ref_image_03_ceramic_cup.png", "00097_ref_image_04_espresso_machine.png" ]
00098
Inside the wood-paneled main salesroom of Christie's London — pale parquet floor, deep red velvet drapery behind the lectern, suspended brass chandeliers, frescoed ceiling, and rows of upholstered chairs — a British auctioneer in his fifties with neatly combed silver hair, gold-rimmed glasses, clipped white mustache, s...
8
15
[ "00098_ref_image_00_auctioneer_richard.png", "00098_ref_image_01_painting_on_easel.png", "00098_ref_image_02_paddle_bidder.png", "00098_ref_image_03_auction_audience.png", "00098_ref_image_04_wooden_gavel.png" ]
00099
Inside a large open metropolitan newsroom — rows of cluttered desks, papers stacked everywhere, scattered TV monitors looping cable news, a globe of bulbs reading 'EXTRA', greenish fluorescent overheads, and exposed brick along one wall, with a wall-mounted analog clock sweeping past 11:54 — a tall South African editor...
8
14
[ "00099_ref_image_00_editor_caleb.png", "00099_ref_image_01_junior_reporter_iris.png", "00099_ref_image_02_newsroom_clock.png", "00099_ref_image_03_laptop_with_draft.png", "00099_ref_image_04_coffee_mug.png" ]
End of preview. Expand in Data Studio

CineBenchSyn

CineBenchSyn is the synthetic benchmark for CineOrchestra, a unified model for cinematic video generation that jointly controls subjects, events, camera, and shot transitions.

It contains 512 hand-authored 10.2-second scenarios that target under-represented, edge-case cinematic compositions (large casts, dense events, frequent shot transitions). Each scenario is expressed with the same entity-centric primitive used by CineOrchestra: every cinematic element — a character, an object, the {camera}, or a {transition} — is an entity acting over a temporal interval, described by (start_time, end_time, prompt) and, for visual subjects, a reference image.

Dataset structure

annotations/<id>_ultra_dense.json     # one entity-centric annotation per scenario (512 total)
reference_images/<id>_ref_image_NN_<entity>.png   # reference image per visual entity
metadata.jsonl                        # one summary row per scenario

Each annotations/<id>_ultra_dense.json has:

{
  "global_entities": [
    {"name": "{rocker_jax}",
     "description": "{rocker_jax} is a lanky man in his late twenties ...",
     "ref_image_path": "00073_ref_image_00_rocker_jax.png"}
  ],
  "dense_entities": [
    {"name": "{camera}",
     "description": "{camera} holds a slow push-in on {rocker_jax} ...",
     "time_intervals": [0.0, 4.812]},
    {"name": "{shot_transition}",
     "description": "{shot_transition} shows a hard cut.",
     "time_intervals": [2.418, 2.41801]}
  ],
  "summary": "A rock concert ..."
}
  • global_entities — one entry per entity: a stable brace tag ({name}), a static appearance description, and, for visual subjects, a ref_image_path (a filename in reference_images/). Special tags {camera}, {transition}/{shot_transition} and {scene_*} carry no reference image.
  • dense_entities — timestamped events, each (name, description, time_intervals=[start, end]) in seconds. Hard cuts are near-zero-width intervals [t, t + 1e-5].
  • summary — a one-line scene summary.

Usage

from huggingface_hub import snapshot_download
path = snapshot_download(repo_id="sharathgirish/CineBenchSyn", repo_type="dataset")

To evaluate generated videos against these annotations (subject identity, dense-caption following, and shot-transition timing), use the benchmark evaluation code released with CineOrchestra; point its prompts directory at annotations/ and its reference-image directory at reference_images/.

License

Released under CC BY-NC 4.0 — free to use, share, and adapt for non-commercial purposes with attribution. Reference images are synthetic, generated with a public text-to-image model.

Citation

@article{girish2026cineorchestra,
  title   = {CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation},
  author  = {Girish, Sharath and Chen, Tsai-Shien and Dong, Zhikang and Singhal, Mukesh and Chen, Hao and Tulyakov, Sergey and Siarohin, Aliaksandr},
  journal = {arXiv preprint arXiv:2606.13768},
  year    = {2026}
}
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