Datasets:
LegionIntel
/
named_entity_recognition_document_context

Dataset card Data Studio Files
xet
 Community
1
document_id
int32
0
50k
sentence_id
int32
0
98
tokens
listlengths
1
691
ner_tags
listlengths
1
691
49,516
35
[ "#", "#", "conclusion", "this", "guide", "is", "designed", "to", "streamline", "your", "research", "process", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,516
36
[ "adherence", "to", "the", "specified", "timelines", "and", "methodologies", "will", "facilitate", "a", "robust", "and", "credible", "research", "outcome", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,516
37
[ "for", "further", "assistance", ",", "contact", "the", "research", "coordinator", "during", "office", "hours", "(", "mon-fri", ",", "09:00-17:00", "hrs", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0, 0 ]
49,520
0
[ "subject", ":", "quick", "update", "on", "product", "testing", "results", "hey", "team", ",", "just", "wanted", "to", "shoot", "over", "a", "quick", "update", "on", "the", "latest", "round", "of", "product", "testing", "we", "wrapped", "up", "yesterday", "...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,520
1
[ "the", "new", "prototype", ",", "model", "x-200", ",", "performed", "pretty", "well", "overall", ",", "but", "there", "are", "a", "few", "areas", "we", "need", "to", "tweak", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
2
[ "first", "off", ",", "the", "battery", "life", "exceeded", "our", "expectations", ",", "clocking", "in", "at", "12", "hours", "under", "heavy", "usage", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
3
[ "however", ",", "we", "noticed", "some", "overheating", "issues", "after", "about", "8", "hours", "of", "continuous", "operation", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 0, 0, 0, 0 ]
49,520
4
[ "not", "a", "deal-breaker", ",", "but", "definitely", "something", "we", "need", "to", "address", "before", "the", "next", "phase", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
5
[ "the", "ui/ux", "feedback", "was", "mostly", "positive", ",", "but", "a", "few", "testers", "mentioned", "that", "the", "navigation", "felt", "a", "bit", "clunky", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
6
[ "we", "might", "want", "to", "streamline", "the", "menu", "options", "and", "maybe", "look", "into", "a", "more", "intuitive", "layout", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
7
[ "also", ",", "the", "new", "touchpad", "sensitivity", "is", "a", "hit", ",", "but", "a", "couple", "of", "users", "found", "it", "too", "responsive", ",", "leading", "to", "accidental", "inputs", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
8
[ "let", "'s", "regroup", "on", "monday", "at", "10", "am", "to", "discuss", "these", "findings", "in", "more", "detail", "and", "plan", "our", "next", "steps", "." ]
[ 0, 0, 0, 0, 43, 44, 44, 44, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
9
[ "i", "'ll", "have", "the", "full", "report", "ready", "by", "then", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,520
10
[ "cheers", ",", "alex" ]
[ 0, 0, 0 ]
49,521
0
[ "subject", ":", "updated", "forest", "ranger", "field", "manual", "dear", "team", ",", "please", "find", "attached", "the", "updated", "forest", "ranger", "field", "manual", ",", "effective", "immediately", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
1
[ "this", "document", "supersedes", "all", "previous", "versions", "and", "is", "to", "be", "adhered", "to", "without", "exception", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
2
[ "key", "updates", "include", "revised", "protocols", "for", "wildlife", "monitoring", ",", "fire", "hazard", "assessment", ",", "and", "emergency", "response", "procedures", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
3
[ "1", "." ]
[ 0, 0 ]
49,521
4
[ "wildlife", "monitoring", ":", "all", "rangers", "are", "required", "to", "conduct", "bi-weekly", "surveys", ",", "documenting", "species", "sightings", "and", "habitat", "conditions", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
5
[ "reports", "must", "be", "submitted", "by", "1700", "hrs", "every", "second", "friday", "." ]
[ 0, 0, 0, 0, 0, 95, 96, 43, 44, 44, 0 ]
49,521
6
[ "2", "." ]
[ 0, 0 ]
49,521
7
[ "fire", "hazard", "assessment", ":", "fire", "risk", "levels", "must", "be", "evaluated", "daily", "during", "the", "dry", "season", "(", "may", "1st", "-", "october", "31st", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 44, 0, 43, 44, 0, 0 ]
49,521
8
[ "utilize", "the", "updated", "fdrs", "(", "fire", "danger", "rating", "system", ")", "guidelines", "provided", "in", "appendix", "b", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
9
[ "3", "." ]
[ 0, 0 ]
49,521
10
[ "emergency", "response", ":", "in", "the", "event", "of", "an", "incident", ",", "follow", "the", "ics", "(", "incident", "command", "system", ")", "protocols", "outlined", "in", "section", "4", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
11
[ "immediate", "communication", "with", "the", "central", "command", "is", "mandatory", "via", "the", "designated", "radio", "frequency", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,521
12
[ "please", "ensure", "you", "review", "the", "manual", "thoroughly", "and", "acknowledge", "receipt", "by", "1200", "hrs", "on", "october", "15th", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 0, 95, 96, 96, 96, 0 ]
49,521
13
[ "non-compliance", "will", "result", "in", "disciplinary", "action", "." ]
[ 0, 0, 0, 0, 0, 0, 0 ]
49,521
14
[ "best", "regards", ",", "john", "smith", "chief", "forest", "ranger", "forest", "conservation", "department" ]
[ 0, 0, 0, 31, 32, 0, 0, 0, 0, 0, 0 ]
49,522
0
[ "attention", "all", "personnel", ",", "please", "be", "advised", "that", "the", "next", "scheduled", "maintenance", "for", "the", "m1a2", "abrams", "tanks", "will", "commence", "on", "15", "nov", "2023", "at", "0800", "hrs", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,522
1
[ "all", "crew", "members", "are", "required", "to", "report", "to", "the", "motor", "pool", "no", "later", "than", "0730", "hrs", "for", "pre-maintenance", "briefing", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 0, 0, 0, 0 ]
49,522
2
[ "ensure", "that", "all", "tm", "9-2350-264-10", "manuals", "are", "reviewed", "prior", "to", "this", "session", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,522
3
[ "during", "the", "maintenance", ",", "focus", "on", "inspecting", "the", "power", "pack", ",", "suspension", "system", ",", "and", "fire", "control", "system", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,522
4
[ "any", "discrepancies", "must", "be", "documented", "on", "da", "form", "2404", "and", "reported", "to", "the", "maintenance", "officer", "immediately", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,522
5
[ "additionally", ",", "the", "next", "oil", "analysis", "for", "the", "m2", "bradley", "ifvs", "is", "due", "by", "30", "nov", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 35, 36, 36, 0, 0, 0, 95, 96, 96, 0 ]
49,522
6
[ "samples", "should", "be", "collected", "and", "sent", "to", "the", "lab", "by", "25", "nov", "2023", "to", "ensure", "timely", "processing", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 0, 0, 0, 0, 0 ]
49,522
7
[ "please", "note", "that", "failure", "to", "comply", "with", "these", "directives", "will", "result", "in", "disciplinary", "action", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,522
8
[ "for", "any", "queries", ",", "contact", "sfc", "johnson", "at", "ext", "." ]
[ 0, 0, 0, 0, 0, 25, 26, 0, 0, 0 ]
49,522
9
[ "4521", "." ]
[ 0, 0 ]
49,522
10
[ "end", "of", "message", "." ]
[ 0, 0, 0, 0 ]
49,523
0
[ "*", "*", "memorandum", "*", "*", "*", "*", "to", ":", "*", "*", "all", "staff", "*", "*", "from", ":", "*", "*", "finance", "department", "*", "*", "date", ":", "*", "*", "friday", ",", "07", "august", "1903", "*", "*", "subject", ":", "*", ...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 26, 0, 0, 0, 0, 0, 0, 63, 64, 64, 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
1
[ "revenue", "hit", "$", "12.5m", ",", "up", "8", "%", "yoy", ",", "thanks", "to", "the", "new", "product", "line", "launch", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
2
[ "however", ",", "opex", "also", "saw", "a", "5", "%", "bump", ",", "primarily", "due", "to", "increased", "marketing", "spend", "and", "r", "&", "d", "investments", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
3
[ "net", "profit", "stands", "at", "$", "3.2m", ",", "maintaining", "a", "healthy", "margin", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
4
[ "cash", "flow", "remains", "robust", ",", "with", "$", "5m", "in", "free", "cash", "flow", ",", "giving", "us", "ample", "runway", "for", "q4", "initiatives", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
5
[ "keep", "an", "eye", "on", "the", "upcoming", "budget", "review", "meeting", "on", "october", "20th", "at", "10", "am", "in", "conference", "room", "b.", "we", "’", "ll", "dive", "deeper", "into", "the", "numbers", "and", "discuss", "strategic", "allocatio...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 96, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
6
[ "great", "work", ",", "everyone", "!" ]
[ 0, 0, 0, 0, 0 ]
49,523
7
[ "let", "’", "s", "keep", "this", "momentum", "going", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0 ]
49,523
8
[ "cheers", ",", "finance", "team" ]
[ 0, 0, 0, 0 ]
49,525
0
[ "*", "*", "memorandum", "*", "*", "*", "*", "to", ":", "*", "*", "culinary", "development", "team", "*", "*", "from", ":", "*", "*", "head", "of", "recipe", "innovation", "*", "*", "date", ":", "*", "*", "31-jan-1916", "13:39", "*", "*", "subject",...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 26, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
1
[ "introduction", ":", "*", "*", "this", "memorandum", "serves", "to", "update", "the", "culinary", "development", "team", "on", "the", "progress", "of", "our", "ongoing", "recipe", "development", "projects", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 26, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
2
[ "the", "focus", "remains", "on", "optimizing", "flavor", "profiles", ",", "ingredient", "sourcing", ",", "and", "preparation", "methodologies", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
3
[ "*", "*", "2", "." ]
[ 0, 0, 0, 0 ]
49,525
4
[ "project", "overview", ":", "*", "*", "as", "of", "31-jan-1916", "13:39", ",", "the", "following", "key", "projects", "are", "in", "various", "stages", "of", "development", ":", "*", "*", "a.", "vegan", "entrée", "series", ":", "*", "*", "-", "*", "*",...
[ 0, 0, 0, 0, 0, 0, 0, 63, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
5
[ "-", "*", "*", "current", "status", ":", "*", "*", "recipe", "formulation", "is", "75", "%", "complete", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
6
[ "sensory", "evaluations", "scheduled", "for", "october", "15", ",", "2023", "." ]
[ 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
7
[ "-", "*", "*", "next", "steps", ":", "*", "*", "finalize", "ingredient", "ratios", "and", "conduct", "a", "shelf-life", "study", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
8
[ "*", "*", "b.", "gluten-free", "baking", "initiative", ":", "*", "*", "-", "*", "*", "objective", ":", "*", "*", "create", "a", "line", "of", "gluten-free", "baked", "goods", "with", "comparable", "texture", "and", "taste", "to", "traditional", "products",...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
9
[ "-", "*", "*", "current", "status", ":", "*", "*", "initial", "trials", "have", "yielded", "promising", "results", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
10
[ "a/b", "testing", "for", "flour", "blends", "is", "ongoing", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
11
[ "-", "*", "*", "next", "steps", ":", "*", "*", "scale", "up", "production", "for", "pilot", "testing", "by", "november", "1", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
12
[ "*", "*", "c.", "ethnic", "cuisine", "expansion", ":", "*", "*", "-", "*", "*", "objective", ":", "*", "*", "introduce", "authentic", "ethnic", "dishes", "to", "diversify", "our", "menu", "offerings", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
13
[ "-", "*", "*", "current", "status", ":", "*", "*", "recipe", "development", "for", "thai", "and", "indian", "cuisines", "is", "in", "the", "preliminary", "phase", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
14
[ "ingredient", "procurement", "is", "underway", "." ]
[ 0, 0, 0, 0, 0 ]
49,525
15
[ "-", "*", "*", "next", "steps", ":", "*", "*", "conduct", "focus", "group", "tastings", "in", "early", "december", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 44, 44, 0 ]
49,525
16
[ "*", "*", "3", "." ]
[ 0, 0, 0, 0 ]
49,525
17
[ "ingredient", "sourcing", ":", "*", "*", "-", "*", "*", "organic", "produce", ":", "*", "*", "secured", "a", "new", "supplier", "for", "organic", "vegetables", ",", "effective", "from", "october", "20", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
18
[ "-", "*", "*", "specialty", "spices", ":", "*", "*", "negotiations", "with", "international", "vendors", "are", "in", "the", "final", "stages", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
19
[ "expected", "delivery", "by", "november", "5", ",", "2023", "." ]
[ 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
20
[ "*", "*", "4", "." ]
[ 0, 0, 0, 0 ]
49,525
21
[ "quality", "assurance", ":", "*", "*", "-", "*", "*", "haccp", "compliance", ":", "*", "*", "all", "new", "recipes", "are", "undergoing", "rigorous", "hazard", "analysis", "and", "critical", "control", "points", "(", "haccp", ")", "evaluations", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
22
[ "-", "*", "*", "microbial", "testing", ":", "*", "*", "scheduled", "for", "all", "perishable", "items", "in", "the", "new", "recipes", "to", "ensure", "food", "safety", "standards", "are", "met", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
23
[ "*", "*", "5", "." ]
[ 0, 0, 0, 0 ]
49,525
24
[ "timeline", "adjustments", ":", "*", "*", "-", "*", "*", "vegan", "entrée", "series", ":", "*", "*", "extended", "deadline", "for", "final", "recipe", "approval", "to", "october", "25", ",", "2023", ",", "due", "to", "additional", "sensory", "testing", "...
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
25
[ "-", "*", "*", "gluten-free", "baking", "initiative", ":", "*", "*", "on", "track", "for", "completion", "by", "november", "15", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
26
[ "-", "*", "*", "ethnic", "cuisine", "expansion", ":", "*", "*", "initial", "rollout", "planned", "for", "january", "2024", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43, 44, 0 ]
49,525
27
[ "*", "*", "6", "." ]
[ 0, 0, 0, 0 ]
49,525
28
[ "conclusion", ":", "*", "*", "the", "culinary", "development", "team", "is", "making", "significant", "strides", "in", "advancing", "our", "recipe", "portfolio", "." ]
[ 0, 0, 0, 0, 0, 25, 26, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
29
[ "continued", "collaboration", "and", "adherence", "to", "our", "development", "timelines", "will", "ensure", "successful", "project", "completion", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
30
[ "*", "*", "7", "." ]
[ 0, 0, 0, 0 ]
49,525
31
[ "action", "items", ":", "*", "*", "-", "*", "*", "team", "members", ":", "*", "*", "review", "the", "attached", "detailed", "project", "timelines", "and", "provide", "feedback", "by", "october", "12", ",", "2023", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0 ]
49,525
32
[ "-", "*", "*", "qa", "team", ":", "*", "*", "prepare", "for", "upcoming", "haccp", "and", "microbial", "testing", "sessions", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
33
[ "for", "further", "details", "or", "queries", ",", "please", "contact", "the", "undersigned", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,525
34
[ "*", "*", "[", "signature", "]", "*", "*", "head", "of", "recipe", "innovation", "31-jan-1916", "13:39" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63, 64 ]
49,526
0
[ "*", "*", "recipe", "development", "cookbook", "manual", "*", "*", "*", "*", "1", "." ]
[ 0, 0, 87, 88, 88, 88, 0, 0, 0, 0, 0, 0 ]
49,526
1
[ "introduction", "*", "*", "this", "manual", "delineates", "the", "procedural", "framework", "for", "the", "development", "of", "culinary", "recipes", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
2
[ "adherence", "to", "the", "outlined", "protocols", "ensures", "consistency", ",", "quality", ",", "and", "reproducibility", "of", "gastronomic", "creations", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
3
[ "*", "*", "2", "." ]
[ 0, 0, 0, 0 ]
49,526
4
[ "preliminary", "research", "*", "*", "commence", "with", "a", "comprehensive", "literature", "review", "(", "lr", ")", "of", "existing", "recipes", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
5
[ "utilize", "databases", "such", "as", "pubmed", ",", "jstor", ",", "and", "google", "scholar", "." ]
[ 0, 0, 0, 0, 0, 0, 39, 0, 0, 0, 0, 0 ]
49,526
6
[ "document", "findings", "in", "a", "research", "log", "(", "rl", ")", "with", "citations", "in", "apa", "format", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87, 0, 0 ]
49,526
7
[ "*", "*", "3", "." ]
[ 0, 0, 0, 0 ]
49,526
8
[ "ingredient", "sourcing", "*", "*", "identify", "and", "procure", "ingredients", "(", "ing", ")", "from", "certified", "suppliers", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
9
[ "ensure", "all", "ing", "meet", "the", "standards", "set", "by", "the", "food", "and", "drug", "administration", "(", "fda", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 51, 52, 52, 52, 0, 51, 0, 0 ]
49,526
10
[ "maintain", "an", "ingredient", "inventory", "(", "ii", ")", "with", "batch", "numbers", ",", "expiration", "dates", ",", "and", "supplier", "details", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
11
[ "*", "*", "4", "." ]
[ 0, 0, 0, 0 ]
49,526
12
[ "recipe", "formulation", "*", "*", "develop", "the", "initial", "recipe", "draft", "(", "ird", ")", "by", "integrating", "findings", "from", "the", "lr", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
13
[ "utilize", "standardized", "measurements", "(", "e.g.", ",", "grams", ",", "liters", ")", "and", "cooking", "times", "(", "e.g.", ",", "180°c", "for", "25", "mins", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95, 96, 96, 96, 0, 0 ]
49,526
14
[ "record", "all", "data", "in", "the", "recipe", "development", "log", "(", "rdl", ")", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
49,526
15
[ "*", "*", "5", "." ]
[ 0, 0, 0, 0 ]