{"manifest":{"id":"anatomy-of-a-produced-screenplay-2026-11-v6","name":"anatomy-of-a-produced-screenplay","cohort":{"name":"Produced feature screenplays, 2000-2026","format":"Feature","year_from":2000,"year_to":2026,"confidence":["high","medium"],"description":"Produced feature screenplays released 2000-2026, measured from the file we hold, excluding parses the engine rated low confidence."},"generated_at":"2026-11-04","method_versions":["1.6"],"publication_policy":"reviewed-sources-v2","correction":{"date":"2026-11-04","previous_snapshot":"anatomy-of-a-produced-screenplay-2026-09-v5","summary":"Scene-heading detection has been corrected and measurements rerun on the same source files. An incomplete copy of Saw is excluded, and unresolved extraction issues are withheld from affected measurements. The corrected corpus contains 427 sources; eligible samples vary by measure.","notes":["Method 1.6 recognises missed mixed interior/exterior headings, revision scene numbers and headings affected by margin artefacts.","Holding the original 401-script scene sample fixed, median detected scenes changes from 124 to 126. With the revised eligible sample of 344 scripts, the median is 124. These are separate method and eligibility effects.","Median named locations changes from 62 (n=401) to 60 (n=344). The dialogue-to-action line ratio changes from 1.13 (n=395) to 1.14 (n=379).","Median PDF pages remains 117 (n=427); median detected speaking characters remains 42 (n=227). The scene-length study retains a median of half a modelled page (n=344).","V5 and all earlier approved datasets remain unchanged. No additional scripts were added; source identity and credits are carried forward only for unchanged file hashes and metadata."]},"source_scope":{"baseline_release":"anatomy-of-a-produced-screenplay-2026-09-v5","baseline_rows_sha256":"e24af935dc9c9d0acbf8a52dce34d822de980c0599e36ad8d6569dfed6706e79","source_cutoff":"2026-09-20","input_source_n":428,"description":"Correction of the exact 428 v5 source files; no corpus expansion. The 129 records excluded before v5 were not reassessed and remain outside this correction scope."},"method_provenance":{"engine_sha256":"35d97ae7695f31beb1d33e056f5597a65905f96013f3b51d61a6d681555b2fbe","parser_pr":449,"parser_review_head":"da24fc11b25e6e777141dd764a3808cc9193129d","diagnostic_native_text":true,"completeness_policy":"Native-text diagnostic extraction only enters a measurement family after explicit eligibility review; unresolved image content withholds text-dependent families. Production completeness checks remain unchanged."},"stages":{"sourced":428,"measured":428,"reviewed":427,"eligible":427},"cell_floor":20,"counts":{"corpus_rows":428,"included":427,"excluded":1,"by_parse_confidence":{"high":384,"medium":43}},"exclusions_by_reason":{"Held PDF is incomplete: cover states MISSING PAGES 32+33; PDF pages 32 and 33 show screenplay pages 31 and 34 respectively. No replacement source has been substituted.":1},"exclusions":[{"slug":"saw-2004","title":"Saw","reason":"Held PDF is incomplete: cover states MISSING PAGES 32+33; PDF pages 32 and 33 show screenplay pages 31 and 34 respectively. No replacement source has been substituted.","source_sha256":"6cdb6d135120fe80b8ca126babdcdb3ea326c92ebb1450cc35e710c77540b319"}],"measurement_guards":{"policy":"Guards are per measurement family, not per row. A row failing a guard is excluded from the measures depending on that family only, and every measure reports its own n. Thresholds and cue checks are conservative review triggers, not proof of failure or accuracy. Unresolved cue variants and more than 10% unattributed dialogue words withhold character measures. Source-reviewed failures are recorded on each affected row.","thresholds":{"max_pages_per_scene":5,"min_dialogue_blocks":20,"max_speaking_characters":150,"max_pages_per_minute":1.8},"families":{"scene":"scene headings did not parse","dialogue":"dialogue did not parse","character":"speaking characters did not parse","page":"page count out of scale with runtime"},"measure_map":{"pages":["page"],"runtime_minutes":["page","dialogue"],"scenes":["scene"],"mean_scene_eighths":["scene"],"median_scene_eighths":["scene"],"interior_share_pct":["scene"],"day_share_pct":["scene"],"unique_locations":["scene"],"location_changes":["scene"],"speaking_characters":["character","dialogue"],"top_character_pct":["character","dialogue"],"dialogue_blocks":["dialogue"],"dialogue_words":["dialogue"],"dialogue_action_ratio":["dialogue"],"monologues":["dialogue"],"dialogue_line_share_pct":["dialogue"],"action_line_share_pct":["dialogue"],"parenthetical_rate":["dialogue"]},"cue_policy":"reviewed-cue-quality-v1","allowlist":{},"flagged_by_family":{"scene":83,"dialogue":48,"character":199,"page":0},"flagged_rows":213,"flagged":[{"slug":"127-hours-2010","title":"127 Hours","families":["character"],"details":["speaking characters did not parse: 36 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"1408-2007","title":"1408","families":["character"],"details":["speaking characters did not parse: 74 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"2-fast-2-furious-2003","title":"2 Fast 2 Furious","families":["character"],"details":["speaking characters did not parse: 32 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 2 visually classified as front matter; this clears that flag only"]},{"slug":"21-jump-street-2012","title":"21 Jump Street","families":["character"],"details":["speaking characters did not parse: 42 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"500-days-of-summer-2009","title":"(500) Days of Summer","families":["character"],"details":["speaking characters did not parse: 25 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"a-beautiful-mind-2001","title":"A Beautiful Mind","families":["character"],"details":["speaking characters did not parse: 52 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"a-complete-unknown-2024","title":"A Complete Unknown","families":["character"],"details":["speaking characters did not parse: 114 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"a-good-person-2023","title":"A Good Person","families":["character"],"details":["speaking characters did not parse: 41 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"a-hidden-life-2019","title":"A Hidden Life","families":["scene","dialogue","character"],"details":["scene headings did not parse: 177 scene headings across 114 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 52, 53, 54, 55; text-dependent families withheld","dialogue did not parse: 544 speech blocks across 114 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 52, 53, 54, 55; text-dependent families withheld","speaking characters did not parse: 47 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 52, 53, 54, 55; text-dependent families withheld"]},{"slug":"a-knights-tale-2001","title":"A Knight's Tale","families":["scene","dialogue","character"],"details":["scene headings did not parse: 106 scene headings across 127 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 100 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only","dialogue did not parse: 982 speech blocks across 127 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 100 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only","speaking characters did not parse: 100 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 100 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only"]},{"slug":"a-million-miles-away-2023","title":"A Million Miles Away","families":["character"],"details":["speaking characters did not parse: 51 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"a-quiet-place-2018","title":"A Quiet Place","families":["scene","dialogue","character"],"details":["scene headings did not parse: 120 scene headings across 68 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 10, 25, 27, 28, 29, 30, 32, 35, 37, 38, 42, 46, 47, 48, 52, 54, 58; text-dependent families withheld","dialogue did not parse: 75 speech blocks across 68 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 10, 25, 27, 28, 29, 30, 32, 35, 37, 38, 42, 46, 47, 48, 52, 54, 58; text-dependent families withheld","speaking characters did not parse: 7 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 10, 25, 27, 28, 29, 30, 32, 35, 37, 38, 42, 46, 47, 48, 52, 54, 58; text-dependent families withheld"]},{"slug":"a-real-pain-2024","title":"A Real Pain","families":["character"],"details":["speaking characters did not parse: 22 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"abraham-lincoln-vampire-hunter-2012","title":"Abraham Lincoln: Vampire Hunter","families":["character"],"details":["speaking characters did not parse: 40 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"ad-astra-2019","title":"Ad Astra","families":["character"],"details":["speaking characters did not parse: 58 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"after-the-hunt-2025","title":"After the Hunt","families":["character"],"details":["speaking characters did not parse: 23 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"aftersun-2022","title":"Aftersun","families":["character"],"details":["speaking characters did not parse: 39 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"ambulance-2022","title":"Ambulance","families":["character"],"details":["speaking characters did not parse: 59 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"anatomy-of-a-fall-2023","title":"Anatomy of a Fall","families":["scene","dialogue","character"],"details":["scene headings did not parse: 2 scene headings across 144 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 14 candidates against 2 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 939 speech blocks across 144 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 14 candidates against 2 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 12 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 14 candidates against 2 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"anchorman-the-legend-of-ron-burgundy-2004","title":"Anchorman: The Legend of Ron Burgundy","families":["scene","dialogue","character"],"details":["scene headings did not parse: 106 scene headings across 107 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 95 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 903 speech blocks across 107 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 95 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 87 speaking characters; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 95 candidates against 106 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"anger-management-2003","title":"Anger Management","families":["scene","dialogue","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 70 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 452 speech blocks across 115 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 70 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 2 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 70 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"avatar-2009","title":"Avatar","families":["character"],"details":["speaking characters did not parse: 34 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"barbie-2023","title":"Barbie","families":["character"],"details":["speaking characters did not parse: 95 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"before-midnight-2013","title":"Before Midnight","families":["character"],"details":["speaking characters did not parse: 20 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"belfast-2021","title":"Belfast","families":["character"],"details":["speaking characters did not parse: 68 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"better-man-2024","title":"Better Man","families":["scene","character"],"details":["scene headings did not parse: 129 scene headings across 110 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 128 candidates against 129 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 75 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 128 candidates against 129 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"black-panther-2018","title":"Black Panther","families":["character"],"details":["speaking characters did not parse: 68 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"blade-runner-2049-2017","title":"Blade Runner 2049","families":["character"],"details":["speaking characters did not parse: 25 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"blink-twice-2024","title":"Blink Twice","families":["scene","character"],"details":["scene headings did not parse: 136 scene headings across 99 pages; source review: Prior v5 family holds retained: scene, character. Independent heading screen found 134 candidates against 136 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 41 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character. Independent heading screen found 134 candidates against 136 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"blitz-2024","title":"Blitz","families":["character"],"details":["speaking characters did not parse: 101 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"blue-moon-2025","title":"Blue Moon","families":["character"],"details":["speaking characters did not parse: 45 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"booksmart-2019","title":"Booksmart","families":["character"],"details":["speaking characters did not parse: 52 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"bottoms-2023","title":"Bottoms","families":["character"],"details":["speaking characters did not parse: 33 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"bridget-joness-diary-2001","title":"Bridget Jones's Diary","families":["scene","character"],"details":["scene headings did not parse: 151 scene headings across 130 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 147 candidates against 151 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 148 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 147 candidates against 151 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"carol-2015","title":"Carol","families":["scene","dialogue","character"],"details":["scene headings did not parse: 163 scene headings across 118 pages; source review: Image-page completeness remains unresolved on PDF page(s) 1, 118; text-dependent families withheld","dialogue did not parse: 947 speech blocks across 118 pages; source review: Image-page completeness remains unresolved on PDF page(s) 1, 118; text-dependent families withheld","speaking characters did not parse: 42 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 1, 118; text-dependent families withheld"]},{"slug":"casino-royale-2006","title":"Casino Royale","families":["scene","character"],"details":["scene headings did not parse: 165 scene headings across 113 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 160 candidates against 165 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 106 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 160 candidates against 165 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"charlie-and-the-chocolate-factory-2005","title":"Charlie and the Chocolate Factory","families":["character"],"details":["speaking characters did not parse: 42 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"children-of-men-2006","title":"Children of Men","families":["scene","character"],"details":["scene headings did not parse: 132 scene headings across 128 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 130 candidates against 132 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 47 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 130 candidates against 132 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"conclave-2024","title":"Conclave","families":["scene","dialogue","character"],"details":["scene headings did not parse: 159 scene headings across 129 pages; source review: Prior v5 family holds retained: scene, dialogue, character","dialogue did not parse: 779 speech blocks across 129 pages; source review: Prior v5 family holds retained: scene, dialogue, character","speaking characters did not parse: 38 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, dialogue, character"]},{"slug":"coraline-2009","title":"Coraline","families":["character"],"details":["speaking characters did not parse: 40 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"corpse-bride-2005","title":"Corpse Bride","families":["character"],"details":["speaking characters did not parse: 42 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"creed-iii-2023","title":"Creed III","families":["character"],"details":["speaking characters did not parse: 52 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"deadpool-wolverine-2024","title":"Deadpool & Wolverine","families":["scene","dialogue","character"],"details":["scene headings did not parse: 106 scene headings across 149 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 141, 142, 143, 144, 145, 146, 147, 148, 149; text-dependent families withheld","dialogue did not parse: 1200 speech blocks across 149 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 141, 142, 143, 144, 145, 146, 147, 148, 149; text-dependent families withheld","speaking characters did not parse: 54 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 141, 142, 143, 144, 145, 146, 147, 148, 149; text-dependent families withheld"]},{"slug":"django-unchained-2012","title":"Django Unchained","families":["scene","character"],"details":["scene headings did not parse: 79 scene headings across 169 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 78 candidates against 79 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only","speaking characters did not parse: 74 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 78 candidates against 79 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only"]},{"slug":"dredd-2012","title":"Dredd","families":["scene"],"details":["scene headings did not parse: 153 scene headings across 111 pages; source review: Independent heading screen found 152 candidates against 153 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"dumb-money-2023","title":"Dumb Money","families":["character"],"details":["speaking characters did not parse: 95 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"dune-2021","title":"Dune","families":["character"],"details":["speaking characters did not parse: 47 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"eddington-2025","title":"Eddington","families":["dialogue","character"],"details":["dialogue did not parse: 1129 speech blocks across 148 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 56 speaking characters; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"emancipation-2022","title":"Emancipation","families":["scene","dialogue","character"],"details":["scene headings did not parse: 152 scene headings across 105 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 4, 105; text-dependent families withheld","dialogue did not parse: 441 speech blocks across 105 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 4, 105; text-dependent families withheld","speaking characters did not parse: 74 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 4, 105; text-dependent families withheld"]},{"slug":"emma-2020","title":"Emma","families":["scene","dialogue","character"],"details":["scene headings did not parse: 60 scene headings across 75 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 87 candidates against 60 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 1372 speech blocks across 75 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 87 candidates against 60 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 43 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 87 candidates against 60 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"empire-of-light-2022","title":"Empire of Light","families":["character"],"details":["speaking characters did not parse: 43 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"encanto-2021","title":"Encanto","families":["dialogue","character"],"details":["dialogue did not parse: 807 speech blocks across 101 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 65 speaking characters; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"evil-dead-2013","title":"Evil Dead","families":["character"],"details":["speaking characters did not parse: 26 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"evolution-2001","title":"Evolution","families":["scene","character"],"details":["scene headings did not parse: 119 scene headings across 124 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 112 candidates against 119 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only","speaking characters did not parse: 56 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 112 candidates against 119 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only"]},{"slug":"f1-2025","title":"F1","families":["scene"],"details":["scene headings did not parse: 184 scene headings across 183 pages; source review: Independent heading screen found 185 candidates against 184 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"fair-play-2023","title":"Fair Play","families":["character"],"details":["speaking characters did not parse: 35 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"finding-nemo-2003","title":"Finding Nemo","families":["scene","dialogue","character"],"details":["scene headings did not parse: 26 scene headings across 142 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 25 candidates against 26 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 1453 speech blocks across 142 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 25 candidates against 26 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 121 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 25 candidates against 26 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"flora-and-son-2023","title":"Flora and Son","families":["character"],"details":["speaking characters did not parse: 43 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"foe-2023","title":"Foe","families":["scene","character"],"details":["scene headings did not parse: 117 scene headings across 106 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 116 candidates against 117 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 12 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 116 candidates against 117 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"ford-v-ferrari-2019","title":"Ford v Ferrari","families":["character"],"details":["speaking characters did not parse: 70 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"fred-claus-2007","title":"Fred Claus","families":["character"],"details":["speaking characters did not parse: 79 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"frost-nixon-2008","title":"Frost/Nixon","families":["scene","dialogue","character"],"details":["scene headings did not parse: 152 scene headings across 142 pages; source review: Image-page completeness remains unresolved on PDF page(s) 24, 34, 41, 47, 51, 68, 70, 72, 87, 93, 109, 120, 126, 129, 131, 141; text-dependent families withheld","dialogue did not parse: 871 speech blocks across 142 pages; source review: Image-page completeness remains unresolved on PDF page(s) 24, 34, 41, 47, 51, 68, 70, 72, 87, 93, 109, 120, 126, 129, 131, 141; text-dependent families withheld","speaking characters did not parse: 32 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 24, 34, 41, 47, 51, 68, 70, 72, 87, 93, 109, 120, 126, 129, 131, 141; text-dependent families withheld"]},{"slug":"geostorm-2017","title":"Geostorm","families":["scene"],"details":["scene headings did not parse: 216 scene headings across 133 pages; source review: Independent heading screen found 215 candidates against 216 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"gladiator-2000","title":"Gladiator","families":["character"],"details":["speaking characters did not parse: 43 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"gladiator-ii-2024","title":"Gladiator II","families":["character"],"details":["speaking characters did not parse: 34 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"glass-onion-a-knives-out-mystery-2022","title":"Glass Onion: A Knives Out Mystery","families":["character"],"details":["speaking characters did not parse: 42 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"gone-girl-2014","title":"Gone Girl","families":["scene","dialogue","character"],"details":["scene headings did not parse: 261 scene headings across 177 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 105, 160; text-dependent families withheld","dialogue did not parse: 1595 speech blocks across 177 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 105, 160; text-dependent families withheld","speaking characters did not parse: 48 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 105, 160; text-dependent families withheld"]},{"slug":"guillermo-del-toros-pinocchio-2022","title":"Guillermo del Toro's Pinocchio","families":["character"],"details":["speaking characters did not parse: 54 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"hall-pass-2011","title":"Hall Pass","families":["scene","character"],"details":["scene headings did not parse: 107 scene headings across 101 pages; source review: Prior v5 family holds retained: scene, character. Independent heading screen found 105 candidates against 107 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 58 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character. Independent heading screen found 105 candidates against 107 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"hamnet-2025","title":"Hamnet","families":["character"],"details":["speaking characters did not parse: 47 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"harry-potter-and-the-goblet-of-fire-2005","title":"Harry Potter and the Goblet of Fire","families":["scene","character"],"details":["scene headings did not parse: 106 scene headings across 130 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 104 candidates against 106 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 95 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 104 candidates against 106 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"hellboy-2004","title":"Hellboy","families":["character"],"details":["speaking characters did not parse: 68 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"hot-fuzz-2007","title":"Hot Fuzz","families":["character"],"details":["speaking characters did not parse: 109 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"how-the-grinch-stole-christmas-2000","title":"How the Grinch Stole Christmas","families":["scene","dialogue","character"],"details":["scene headings did not parse: 95 scene headings across 153 pages; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 61, 68, 97, 103, 130, 141, 149; text-dependent families withheld. Independent heading screen found 83 candidates against 95 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 304 speech blocks across 153 pages; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 61, 68, 97, 103, 130, 141, 149; text-dependent families withheld. Independent heading screen found 83 candidates against 95 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 104 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 61, 68, 97, 103, 130, 141, 149; text-dependent families withheld. Independent heading screen found 83 candidates against 95 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"how-to-train-your-dragon-2010","title":"How to Train Your Dragon","families":["character"],"details":["speaking characters did not parse: 25 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"hugo-2011","title":"Hugo","families":["scene","character"],"details":["scene headings did not parse: 97 scene headings across 109 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 94 candidates against 97 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 24 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 94 candidates against 97 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"hustle-flow-2005","title":"Hustle & Flow","families":["scene","dialogue","character"],"details":["scene headings did not parse: 98 scene headings across 132 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 22, 45, 94, 104; text-dependent families withheld","dialogue did not parse: 1167 speech blocks across 132 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 22, 45, 94, 104; text-dependent families withheld","speaking characters did not parse: 31 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 22, 45, 94, 104; text-dependent families withheld"]},{"slug":"identity-2003","title":"Identity","families":["scene","character"],"details":["scene headings did not parse: 136 scene headings across 115 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 131 candidates against 136 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 35 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 131 candidates against 136 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"indiana-jones-and-the-kingdom-of-the-crystal-skull-2008","title":"Indiana Jones and the Kingdom of the Crystal Skull","families":["scene","character"],"details":["scene headings did not parse: 88 scene headings across 211 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 89 candidates against 88 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 34 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Independent heading screen found 89 candidates against 88 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"inglourious-basterds-2009","title":"Inglourious Basterds","families":["scene","character"],"details":["scene headings did not parse: 1 scene heading across 166 pages; source review: Prior v5 family holds retained: scene, character","speaking characters did not parse: 89 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character"]},{"slug":"inside-out-2015","title":"Inside Out","families":["character"],"details":["speaking characters did not parse: 69 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"insomnia-2002","title":"Insomnia","families":["scene","character"],"details":["scene headings did not parse: 148 scene headings across 127 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 144 candidates against 148 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 39 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 144 candidates against 148 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"it-2017","title":"It","families":["character"],"details":["speaking characters did not parse: 40 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"it-follows-2015","title":"It Follows","families":["character"],"details":["speaking characters did not parse: 23 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"jack-reacher-2012","title":"Jack Reacher","families":["character"],"details":["speaking characters did not parse: 33 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"kill-bill-vol-1-2003","title":"Kill Bill: Vol. 1","families":["scene","character"],"details":["scene headings did not parse: 36 scene headings across 100 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 35 candidates against 36 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 47 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 35 candidates against 36 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"king-kong-2005","title":"King Kong","families":["character"],"details":["speaking characters did not parse: 49 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"knives-out-2019","title":"Knives Out","families":["character"],"details":["speaking characters did not parse: 23 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"knocked-up-2007","title":"Knocked Up","families":["character"],"details":["speaking characters did not parse: 47 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"little-miss-sunshine-2006","title":"Little Miss Sunshine","families":["character"],"details":["speaking characters did not parse: 47 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"logan-2017","title":"Logan","families":["character"],"details":["speaking characters did not parse: 48 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"looper-2012","title":"Looper","families":["scene","dialogue","character"],"details":["scene headings did not parse: 317 scene headings across 119 pages; source review: Image-page completeness remains unresolved on PDF page(s) 2, 3, 32, 47, 55, 105; text-dependent families withheld","dialogue did not parse: 663 speech blocks across 119 pages; source review: Image-page completeness remains unresolved on PDF page(s) 2, 3, 32, 47, 55, 105; text-dependent families withheld","speaking characters did not parse: 25 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 2, 3, 32, 47, 55, 105; text-dependent families withheld"]},{"slug":"love-actually-2003","title":"Love Actually","families":["scene","character"],"details":["scene headings did not parse: 60 scene headings across 131 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 58 candidates against 60 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 124 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 58 candidates against 60 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"love-simon-2018","title":"Love, Simon","families":["scene","dialogue","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 165 candidates against 0 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 261 speech blocks across 117 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 165 candidates against 0 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 0 speaking characters; dialogue blocks lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 165 candidates against 0 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"mank-2020","title":"Mank","families":["dialogue","character"],"details":["dialogue did not parse: 1276 speech blocks across 152 pages; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 67 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"maria-2024","title":"Maria","families":["character"],"details":["speaking characters did not parse: 39 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"marty-supreme-2025","title":"Marty Supreme","families":["character"],"details":["speaking characters did not parse: 88 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"mary-poppins-returns-2018","title":"Mary Poppins Returns","families":["dialogue","character"],"details":["dialogue did not parse: 1109 speech blocks across 128 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 49 speaking characters; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"may-december-2023","title":"May December","families":["character"],"details":["speaking characters did not parse: 35 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"memoirs-of-a-geisha-2005","title":"Memoirs of a Geisha","families":["scene","dialogue","character"],"details":["scene headings did not parse: 137 scene headings across 148 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 3, 38, 77, 81, 89, 90, 91, 136, 145; text-dependent families withheld. Independent heading screen found 131 candidates against 137 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 959 speech blocks across 148 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 3, 38, 77, 81, 89, 90, 91, 136, 145; text-dependent families withheld. Independent heading screen found 131 candidates against 137 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 45 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 3, 38, 77, 81, 89, 90, 91, 136, 145; text-dependent families withheld. Independent heading screen found 131 candidates against 137 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"memory-2022","title":"Memory","families":["character"],"details":["speaking characters did not parse: 33 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"miss-congeniality-2000","title":"Miss Congeniality","families":["character"],"details":["speaking characters did not parse: 84 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"mission-impossible-rogue-nation-2015","title":"Mission: Impossible – Rogue Nation","families":["scene","dialogue","character"],"details":["scene headings did not parse: 289 scene headings across 156 pages; source review: Image-page completeness remains unresolved on PDF page(s) 10, 12, 17, 34, 35, 39, 78, 110; text-dependent families withheld","dialogue did not parse: 896 speech blocks across 156 pages; source review: Image-page completeness remains unresolved on PDF page(s) 10, 12, 17, 34, 35, 39, 78, 110; text-dependent families withheld","speaking characters did not parse: 33 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 10, 12, 17, 34, 35, 39, 78, 110; text-dependent families withheld"]},{"slug":"monsters-ball-2001","title":"Monster's Ball","families":["scene","character"],"details":["scene headings did not parse: 220 scene headings across 116 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 226 candidates against 220 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 42 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 226 candidates against 220 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"monsters-university-2013","title":"Monsters University","families":["character"],"details":["speaking characters did not parse: 124 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"mudbound-2017","title":"Mudbound","families":["scene"],"details":["scene headings did not parse: 158 scene headings across 125 pages; source review: Independent heading screen found 159 candidates against 158 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"my-old-ass-2024","title":"My Old Ass","families":["character"],"details":["speaking characters did not parse: 24 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"napoleon-2023","title":"Napoleon","families":["character"],"details":["speaking characters did not parse: 91 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"napoleon-dynamite-2004","title":"Napoleon Dynamite","families":["character"],"details":["speaking characters did not parse: 39 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"nightcrawler-2014","title":"Nightcrawler","families":["scene","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 57 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"no-one-will-save-you-2023","title":"No One Will Save You","families":["dialogue","character"],"details":["dialogue did not parse: 16 speech blocks across 90 pages; prose-shaped leading cues; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 16 speaking characters; prose-shaped leading cues; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"nope-2022","title":"Nope","families":["scene","dialogue","character"],"details":["scene headings did not parse: 208 scene headings across 102 pages; source review: Image-page completeness remains unresolved on PDF page(s) 102; text-dependent families withheld","dialogue did not parse: 673 speech blocks across 102 pages; source review: Image-page completeness remains unresolved on PDF page(s) 102; text-dependent families withheld","speaking characters did not parse: 36 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 102; text-dependent families withheld"]},{"slug":"obsession-2026","title":"Obsession","families":["character"],"details":["speaking characters did not parse: 17 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"orphan-2009","title":"Orphan","families":["scene","dialogue","character"],"details":["scene headings did not parse: 152 scene headings across 118 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 891 speech blocks across 118 pages; prose-shaped leading cues; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 186 speaking characters; prose-shaped leading cues; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"pariah-2011","title":"Pariah","families":["character"],"details":["speaking characters did not parse: 29 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"passengers-2016","title":"Passengers","families":["character"],"details":["speaking characters did not parse: 24 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"pineapple-express-2008","title":"Pineapple Express","families":["character"],"details":["speaking characters did not parse: 46 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"poor-things-2023","title":"Poor Things","families":["character"],"details":["speaking characters did not parse: 38 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"popstar-never-stop-never-stopping-2016","title":"Popstar: Never Stop Never Stopping","families":["character"],"details":["speaking characters did not parse: 97 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"priscilla-2023","title":"Priscilla","families":["character"],"details":["speaking characters did not parse: 32 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"prometheus-2012","title":"Prometheus","families":["character"],"details":["speaking characters did not parse: 17 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"rango-2011","title":"Rango","families":["character"],"details":["speaking characters did not parse: 70 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"ratatouille-2007","title":"Ratatouille","families":["scene","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, character","speaking characters did not parse: 35 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character"]},{"slug":"red-rocket-2021","title":"Red Rocket","families":["scene"],"details":["scene headings did not parse: 176 scene headings across 104 pages; source review: Independent heading screen found 175 candidates against 176 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"rise-of-the-planet-of-the-apes-2011","title":"Rise of the Planet of the Apes","families":["scene","character"],"details":["scene headings did not parse: 235 scene headings across 115 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 195 candidates against 235 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 2 visually classified as front matter; this clears that flag only","speaking characters did not parse: 55 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 195 candidates against 235 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 2 visually classified as front matter; this clears that flag only"]},{"slug":"rocky-balboa-2006","title":"Rocky Balboa","families":["scene","character"],"details":["scene headings did not parse: 107 scene headings across 111 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 105 candidates against 107 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 65 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 105 candidates against 107 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"rustin-2023","title":"Rustin","families":["character"],"details":["speaking characters did not parse: 76 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"saltburn-2023","title":"Saltburn","families":["character"],"details":["speaking characters did not parse: 40 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"saturday-night-2024","title":"Saturday Night","families":["scene","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, character","speaking characters did not parse: 88 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character"]},{"slug":"scream-vi-2023","title":"Scream VI","families":["scene","dialogue","character"],"details":["scene headings did not parse: 95 scene headings across 155 pages; source review: Image-page completeness remains unresolved on PDF page(s) 24, 89, 91, 149; text-dependent families withheld","dialogue did not parse: 1054 speech blocks across 155 pages; source review: Image-page completeness remains unresolved on PDF page(s) 24, 89, 91, 149; text-dependent families withheld","speaking characters did not parse: 41 speaking characters; source review: Image-page completeness remains unresolved on PDF page(s) 24, 89, 91, 149; text-dependent families withheld"]},{"slug":"sentimental-value-2025","title":"Sentimental Value","families":["character"],"details":["speaking characters did not parse: 46 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"sex-drive-2008","title":"Sex Drive","families":["scene"],"details":["scene headings did not parse: 117 scene headings across 120 pages; source review: Prior v5 family holds retained: scene"]},{"slug":"shortcomings-2023","title":"Shortcomings","families":["character"],"details":["speaking characters did not parse: 30 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"shutter-island-2010","title":"Shutter Island","families":["scene","dialogue","character"],"details":["scene headings did not parse: 24 scene headings across 136 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 23 candidates against 24 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 683 speech blocks across 136 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 23 candidates against 24 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 1 speaking character; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 23 candidates against 24 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"sicario-day-of-the-soldado-2018","title":"Sicario: Day of the Soldado","families":["character"],"details":["speaking characters did not parse: 70 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"sinners-2025","title":"Sinners","families":["character"],"details":["speaking characters did not parse: 58 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"snow-white-and-the-huntsman-2012","title":"Snow White and the Huntsman","families":["scene","dialogue","character"],"details":["scene headings did not parse: 186 scene headings across 147 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 64, 70, 117; text-dependent families withheld","dialogue did not parse: 758 speech blocks across 147 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 64, 70, 117; text-dependent families withheld","speaking characters did not parse: 41 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 64, 70, 117; text-dependent families withheld"]},{"slug":"sorry-baby-2025","title":"Sorry, Baby","families":["character"],"details":["speaking characters did not parse: 48 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"soul-2020","title":"Soul","families":["character"],"details":["speaking characters did not parse: 84 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"spectre-2015","title":"Spectre","families":["scene","character"],"details":["scene headings did not parse: 165 scene headings across 142 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 164 candidates against 165 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 78 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 164 candidates against 165 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"speed-racer-2008","title":"Speed Racer","families":["character"],"details":["speaking characters did not parse: 141 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"spider-man-across-the-spider-verse-2023","title":"Spider-Man: Across the Spider-Verse","families":["character"],"details":["speaking characters did not parse: 89 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"spy-kids-2001","title":"Spy Kids","families":["scene","character"],"details":["scene headings did not parse: 32 scene headings across 109 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 33 candidates against 32 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 68 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 33 candidates against 32 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"stardust-2007","title":"Stardust","families":["character"],"details":["speaking characters did not parse: 49 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"step-brothers-2008","title":"Step Brothers","families":["scene","dialogue","character"],"details":["scene headings did not parse: 120 scene headings across 128 pages; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 1, 2, 128; text-dependent families withheld","dialogue did not parse: 1045 speech blocks across 128 pages; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 1, 2, 128; text-dependent families withheld","speaking characters did not parse: 55 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Image-page completeness remains unresolved on PDF page(s) 1, 2, 128; text-dependent families withheld"]},{"slug":"suicide-squad-2016","title":"Suicide Squad","families":["character"],"details":["speaking characters did not parse: 54 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"sunshine-2007","title":"Sunshine","families":["scene","character"],"details":["scene headings did not parse: 111 scene headings across 92 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 110 candidates against 111 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 29 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 110 candidates against 111 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"super-8-2011","title":"Super 8","families":["dialogue","character"],"details":["dialogue did not parse: 984 speech blocks across 121 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 60 speaking characters; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"surrogates-2009","title":"Surrogates","families":["character"],"details":["speaking characters did not parse: 59 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"t-r-2022","title":"Tár","families":["scene"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene"]},{"slug":"talladega-nights-the-ballad-of-ricky-bobby-2006","title":"Talladega Nights: The Ballad of Ricky Bobby","families":["scene","dialogue","character"],"details":["scene headings did not parse: 157 scene headings across 114 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 973 speech blocks across 114 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 260 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: scene, dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"teenage-mutant-ninja-turtles-mutant-mayhem-2023","title":"Teenage Mutant Ninja Turtles: Mutant Mayhem","families":["character"],"details":["speaking characters did not parse: 85 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"terminator-genisys-2015","title":"Terminator Genisys","families":["character"],"details":["speaking characters did not parse: 75 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-a-team-2010","title":"The A-Team","families":["scene","dialogue","character"],"details":["scene headings did not parse: 3 scene headings across 118 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 2, 4, 118; text-dependent families withheld. Independent heading screen found 61 candidates against 3 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 378 speech blocks across 118 pages; prose-shaped leading cues; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 2, 4, 118; text-dependent families withheld. Independent heading screen found 61 candidates against 3 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 6 speaking characters; prose-shaped leading cues; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 2, 4, 118; text-dependent families withheld. Independent heading screen found 61 candidates against 3 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-apprentice-2024","title":"The Apprentice","families":["character"],"details":["speaking characters did not parse: 91 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-batman-2022","title":"The Batman","families":["dialogue","character"],"details":["dialogue did not parse: 924 speech blocks across 131 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 91 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"the-bfg-2016","title":"The BFG","families":["character"],"details":["speaking characters did not parse: 26 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-big-sick-2017","title":"The Big Sick","families":["character"],"details":["speaking characters did not parse: 40 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-boss-baby-family-business-2021","title":"The Boss Baby: Family Business","families":["scene","character"],"details":["scene headings did not parse: 11 scene headings across 172 pages; source review: Prior v5 family holds retained: scene, character","speaking characters did not parse: 98 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: scene, character"]},{"slug":"the-burial-2023","title":"The Burial","families":["character"],"details":["speaking characters did not parse: 77 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-cabin-in-the-woods-2012","title":"The Cabin in the Woods","families":["character"],"details":["speaking characters did not parse: 50 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-card-counter-2021","title":"The Card Counter","families":["dialogue","character"],"details":["dialogue did not parse: 679 speech blocks across 91 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 29 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"the-color-purple-2023","title":"The Color Purple","families":["character"],"details":["speaking characters did not parse: 86 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-conjuring-2013","title":"The Conjuring","families":["character"],"details":["speaking characters did not parse: 36 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-curious-case-of-benjamin-button-2008","title":"The Curious Case of Benjamin Button","families":["character"],"details":["speaking characters did not parse: 69 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-dark-knight-2008","title":"The Dark Knight","families":["scene","character"],"details":["scene headings did not parse: 388 scene headings across 141 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 386 candidates against 388 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 96 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 386 candidates against 388 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-descent-2005","title":"The Descent","families":["scene","character"],"details":["scene headings did not parse: 162 scene headings across 95 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 160 candidates against 162 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 10 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 160 candidates against 162 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-devil-wears-prada-2006","title":"The Devil Wears Prada","families":["scene","character"],"details":["scene headings did not parse: 169 scene headings across 117 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 165 candidates against 169 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 57 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 165 candidates against 169 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-fabelmans-2022","title":"The Fabelmans","families":["dialogue","character"],"details":["dialogue did not parse: 1124 speech blocks across 145 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 61 speaking characters; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"the-grand-budapest-hotel-2014","title":"The Grand Budapest Hotel","families":["dialogue","character"],"details":["dialogue did not parse: 675 speech blocks across 122 pages; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 49 speaking characters; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-haunted-mansion-2003","title":"The Haunted Mansion","families":["scene","dialogue","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 62 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","dialogue did not parse: 303 speech blocks across 109 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 62 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 0 speaking characters; dialogue blocks lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 62 candidates against 0 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-holdovers-2023","title":"The Holdovers","families":["character"],"details":["speaking characters did not parse: 54 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-holiday-2006","title":"The Holiday","families":["character"],"details":["speaking characters did not parse: 52 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-hunger-games-catching-fire-2013","title":"The Hunger Games: Catching Fire","families":["character"],"details":["speaking characters did not parse: 79 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-incredibles-2004","title":"The Incredibles","families":["scene","character"],"details":["scene headings did not parse: 57 scene headings across 130 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 61 candidates against 57 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only","speaking characters did not parse: 51 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 61 candidates against 57 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1, 2 visually classified as front matter; this clears that flag only"]},{"slug":"the-killer-2023","title":"The Killer","families":["scene","character"],"details":["scene headings did not parse: 333 scene headings across 124 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 330 candidates against 333 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 37 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 330 candidates against 333 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-lego-movie-2014","title":"The Lego Movie","families":["character"],"details":["speaking characters did not parse: 64 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-lone-ranger-2013","title":"The Lone Ranger","families":["scene","dialogue","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 104 candidates against 0 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 528 speech blocks across 126 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 104 candidates against 0 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 0 speaking characters; dialogue blocks lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 104 candidates against 0 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-long-walk","title":"The Long Walk","families":["character"],"details":["speaking characters did not parse: 41 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-miracle-club-2023","title":"The Miracle Club","families":["character"],"details":["speaking characters did not parse: 29 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-mother-2023","title":"The Mother","families":["character"],"details":["speaking characters did not parse: 33 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"the-other-guys-2010","title":"The Other Guys","families":["character"],"details":["speaking characters did not parse: 105 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-others-2001","title":"The Others","families":["scene","dialogue","character"],"details":["scene headings did not parse: 72 scene headings across 116 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 116; text-dependent families withheld. Independent heading screen found 0 candidates against 72 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 291 speech blocks across 116 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 116; text-dependent families withheld. Independent heading screen found 0 candidates against 72 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 0 speaking characters; dialogue blocks lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Image-page completeness remains unresolved on PDF page(s) 116; text-dependent families withheld. Independent heading screen found 0 candidates against 72 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-proposal-2009","title":"The Proposal","families":["character"],"details":["speaking characters did not parse: 38 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"the-revenant-2015","title":"The Revenant","families":["character"],"details":["speaking characters did not parse: 23 speaking characters; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"the-room-next-door-2024","title":"The Room Next Door","families":["scene"],"details":["scene headings did not parse: 1 scene heading across 132 pages; source review: Prior v5 family holds retained: scene"]},{"slug":"the-royal-tenenbaums-2001","title":"The Royal Tenenbaums","families":["scene","character"],"details":["scene headings did not parse: 138 scene headings across 125 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 139 candidates against 138 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 45 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 139 candidates against 138 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-social-network-2010","title":"The Social Network","families":["scene"],"details":["scene headings did not parse: 189 scene headings across 164 pages; source review: Independent heading screen found 187 candidates against 189 parsed scenes; scene-dependent families withheld pending review. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"the-substance-2024","title":"The Substance","families":["character"],"details":["speaking characters did not parse: 49 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-teachers-lounge-2023","title":"The Teachers' Lounge","families":["character"],"details":["speaking characters did not parse: 46 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"the-tragedy-of-macbeth-2021","title":"The Tragedy of Macbeth","families":["dialogue"],"details":["dialogue did not parse: 1 speech block across 103 pages; source review: Prior v5 family holds retained: dialogue"]},{"slug":"the-trial-of-the-chicago-7-2020","title":"The Trial of the Chicago 7","families":["scene"],"details":["scene headings did not parse: 187 scene headings across 161 pages; source review: Independent heading screen found 182 candidates against 187 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-wolf-of-wall-street-2013","title":"The Wolf of Wall Street","families":["scene"],"details":["scene headings did not parse: 199 scene headings across 138 pages; source review: Prior v5 family holds retained: scene"]},{"slug":"the-wolverine-2013","title":"The Wolverine","families":["scene","character"],"details":["scene headings did not parse: 132 scene headings across 128 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 131 candidates against 132 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 30 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 131 candidates against 132 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"the-zone-of-interest-2023","title":"The Zone of Interest","families":["character"],"details":["speaking characters did not parse: 46 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"there-will-be-blood-2007","title":"There Will Be Blood","families":["scene","character"],"details":["scene headings did not parse: 124 scene headings across 130 pages; source review: Prior v5 family holds retained: character. Independent heading screen found 123 candidates against 124 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 37 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Independent heading screen found 123 candidates against 124 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"three-thousand-years-of-longing-2022","title":"Three Thousand Years of Longing","families":["character"],"details":["speaking characters did not parse: 11 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: character"]},{"slug":"top-gun-maverick-2022","title":"Top Gun: Maverick","families":["scene"],"details":["scene headings did not parse: 319 scene headings across 170 pages; source review: Independent heading screen found 318 candidates against 319 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"toy-story-4-2019","title":"Toy Story 4","families":["character"],"details":["speaking characters did not parse: 78 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"train-dreams-2025","title":"Train Dreams","families":["character"],"details":["speaking characters did not parse: 50 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"uncut-gems-2019","title":"Uncut Gems","families":["scene","dialogue","character"],"details":["scene headings did not parse: 119 scene headings across 119 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 119; text-dependent families withheld","dialogue did not parse: 973 speech blocks across 119 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 119; text-dependent families withheld","speaking characters did not parse: 66 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 119; text-dependent families withheld"]},{"slug":"underwater-2020","title":"Underwater","families":["scene"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"underworld-2003","title":"Underworld","families":["scene","dialogue","character"],"details":["scene headings did not parse: 223 scene headings across 105 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 221 candidates against 223 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 453 speech blocks across 105 pages; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 221 candidates against 223 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 29 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Independent heading screen found 221 candidates against 223 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"up-2009","title":"Up","families":["character"],"details":["speaking characters did not parse: 30 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"vacancy-2007","title":"Vacancy","families":["character"],"details":["speaking characters did not parse: 15 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"west-side-story-2021","title":"West Side Story","families":["character"],"details":["speaking characters did not parse: 107 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"where-the-wild-things-are-2009","title":"Where the Wild Things Are","families":["character"],"details":["speaking characters did not parse: 30 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]},{"slug":"wicked-2024","title":"Wicked","families":["dialogue","character"],"details":["dialogue did not parse: 784 speech blocks across 124 pages; source review: Prior v5 family holds retained: dialogue, character","speaking characters did not parse: 65 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character"]},{"slug":"wonder-boys-2000","title":"Wonder Boys","families":["character"],"details":["speaking characters did not parse: 74 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"x-men-2000","title":"X-Men","families":["scene","dialogue","character"],"details":["scene headings did not parse: 152 scene headings across 160 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 115, 120, 129, 152; text-dependent families withheld. Independent heading screen found 144 candidates against 152 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 734 speech blocks across 160 pages; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 115, 120, 129, 152; text-dependent families withheld. Independent heading screen found 144 candidates against 152 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 61 speaking characters; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: character. Image-page completeness remains unresolved on PDF page(s) 1, 115, 120, 129, 152; text-dependent families withheld. Independent heading screen found 144 candidates against 152 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"x2-x-men-united-2003","title":"X2: X-Men United","families":["scene","dialogue","character"],"details":["scene headings did not parse: no scene headings found; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 173 candidates against 0 parsed scenes; scene-dependent families withheld pending review","dialogue did not parse: 179 speech blocks across 110 pages; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 173 candidates against 0 parsed scenes; scene-dependent families withheld pending review","speaking characters did not parse: 1 speaking character; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; source review: Prior v5 family holds retained: scene, dialogue, character. Independent heading screen found 173 candidates against 0 parsed scenes; scene-dependent families withheld pending review"]},{"slug":"zathura-a-space-adventure-2005","title":"Zathura: A Space Adventure","families":["dialogue","character"],"details":["dialogue did not parse: 907 speech blocks across 119 pages; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only","speaking characters did not parse: 21 speaking characters; dialogue blocks lack speakers; more than 10% of dialogue words lack speakers; unresolved cue variants; source review: Prior v5 family holds retained: dialogue, character. Flagged PDF page(s) 1 visually classified as front matter; this clears that flag only"]},{"slug":"zootopia-2016","title":"Zootopia","families":["character"],"details":["speaking characters did not parse: 75 speaking characters; unresolved cue variants; source review: Prior v5 family holds retained: character"]}]},"rows_sha256":"5fb2f8ee51a2808a02ba2a8c6f3528cf93401edb004a73129ec81f63bd06ba1b","contents":{"rows.json":"One row per included script, sorted by slug. Derived measurements and public facts only.","tables.json":"Precomputed aggregates the research pages render.","corpus.csv":"Public download, CC BY 4.0."},"licence":"CC BY 4.0 — attribution with a link to the canonical research URL."},"publication":{"id":"anatomy-of-a-produced-screenplay-2026-11-v6","study":"anatomy-of-a-produced-screenplay","published_at":"2026-11-04T17:20:17.576Z","approved_at":"2026-11-04T17:20:17.576Z","reviewed_by":"Codex: source, numerical and independent publication review; publication authorised by Dylian on 4 November 2026","title":"Reviewed release","note":"Scene-detection correction using method 1.6 on the same 428 v5 source PDFs. Excludes the incomplete Saw PDF (427 retained); retains previous holds and withholds unresolved image content and heading-count discrepancies. Eligible samples: pages 427, scenes and locations 344, dialogue 379, characters 227. Prior releases remain available unchanged.","legacy":false,"files_sha256":{"manifest.json":"7514e2089a88824497db45c60b8beec933e5826e0dd8686df822e424260d5fd8","rows.json":"5fb2f8ee51a2808a02ba2a8c6f3528cf93401edb004a73129ec81f63bd06ba1b","tables.json":"37098e6349b5a5e5afdd5ef801d140bc30b79fda3e9ef1e5cc1365f4451b0ee9","corpus.csv":"f60b2d00f7372a237c18b5ca2f57662b57bf9d810386d354964b6b3ebfb21f6b"},"package_sha256":"4b25d6072e4b0375b22779e6ff840e286f4638d6349e3d3902fc8d3c2acbd197"}}