73 stackexchange-grounded, 516 model-knowledge (ESCO-seeded gemma3), 0 review_needed (calibration caveat documented). Adapters rebuilt with the full competence sets; final REPORT numbers; all verify checks pass. Known gap: engineering-manager lacks an ESCO package counterpart. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
65 lines
20 KiB
JSON
65 lines
20 KiB
JSON
{"job_id": "6nT6pMWLktOm8j26AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the provided synonyms.", "title": "Executive Chef - DMV"}
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{"job_id": "T3H72BJ5Be0OIP7PAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef de cuisine' or a senior chef role within the target occupation family.", "title": "Executive Chef - Schlow Restaurant Group"}
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{"job_id": "jmqQ6VIe9LhijQHdAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed target occupations.", "title": "Executive Chef - **New Restaurant** TEN TEN at One Washington Circle Tapestry by Hilton"}
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{"job_id": "1heY1YJPvo5v0sh1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef de cuisine' or a senior chef role within the target occupation family. The description details culinary execution and leadership, aligning with the ESCO definition of a chef as a culinary professional.", "title": "Executive Chef (Multi-Unit Culinary Leader)"}
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{"job_id": "GCz2rZoTiy1Z9wgMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Private Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed alternative titles.", "title": "Private Chef"}
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{"job_id": "yqPCdZS7T5M6NNdYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title explicitly includes 'Executive Chef', which is a direct synonym of 'chef'. The opening describes a company focused on food preparation and employs chefs as core staff.", "title": "Multi-Unit District Executive Chef - Washington, DC"}
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{"job_id": "gqHZ1zzRN-OyC_TRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions preparing food, employee training related to culinary programs, and creating a guest experience through food - all core functions of a chef. The title 'Regional Chef' is also a direct synonym/specialization within the broader chef occupation.", "title": "Regional Chef"}
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{"job_id": "Wa75_fZcukA7MyKSAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a 'Chef' (Exec Chef), and the description details culinary responsibilities aligning with the ESCO definition of a chef - menu creation, food preparation, quality control, and delivering dining experiences. The listed synonyms (banqueting chef, chef de cuisine) also fit ", "title": "Exec Chef"}
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{"job_id": "I6YMBfsMnrCVaZzAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the provided synonyms.", "title": "Executive Chef 3"}
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{"job_id": "qNiBFi8PwW3cNPMTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly seeking a 'Head Chef' to lead culinary operations, which directly aligns with the target occupation of 'chef'. The description details responsibilities consistent with a chef role (leading culinary operations, food safety, etc.). While the setting is a school cafeteria, this", "title": "Head Chef - Transformative School Kitchen Leader"}
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{"job_id": "h-atacQdyNBFMJ3ZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Chefs' as part of their team and the title is 'Head Chef', which is a direct synonym for chef/chef de cuisine.", "title": "Cafe Head Chef - Downtown, DC"}
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{"job_id": "FqHhVQdjeNYGnLIhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Food Service Executive Chef', which is a direct synonym of 'chef' (specifically a chef in a leadership/executive role). The description details culinary responsibilities and leading a team of culinary professionals, aligning with the ESCO definition.", "title": "Food Service Executive Chef"}
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{"job_id": "J-pe7piC76r5HDxfAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the 'also known as' list.", "title": "Executive Chef"}
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{"job_id": "7tx7eqJRpThgl4ljAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a 'Chef', and the description details culinary responsibilities (meal planning, prep, cooking) aligning with the ESCO definition of a chef. The 'Private' aspect specifies the work environment but doesn't change the core occupation.", "title": "[HIRED] Private Chef Job ($60-$70/hr)"}
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{"job_id": "ex7bitJegXf1p5DDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'chef' (and sous chef), which is the target occupation. The description details responsibilities directly aligned with a chef's role: menu planning, food preparation, quality control, and kitchen team leadership.", "title": "Chef/Sous Chef"}
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{"job_id": "CAtxNUrHpml4gd11AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef' which is a direct synonym of 'chef'. The description details culinary leadership responsibilities aligning with the ESCO definition.", "title": "Executive Chef | Cantonese Cuisine JN -022026-171237"}
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{"job_id": "iIMZKK0MCGYAcBO2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Junior Sous Chef', which is a direct synonym of 'chef' as defined in the ESCO definition (sous-chef). The opening focuses on culinary skills and experience, reinforcing this relevance.", "title": "Junior Sous Chef"}
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{"job_id": "DeCIHJgEvj3c21yNAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly seeking a 'Chef' (Executive Chef), which is a direct synonym of the target occupation. The description details culinary leadership responsibilities aligning with the ESCO definition.", "title": "Traveling Executive Chef"}
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{"job_id": "DJUTrP2bIfTT-wavAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Sous Chef', which is a direct synonym of 'chef' according to the provided definitions.", "title": "Sous Chef - Washington, DC"}
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{"job_id": "76rcG8MTtvI76YsxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Chef' in the title and describes culinary tasks like composing and preparing dishes, aligning with the ESCO definition of a chef. The description focuses on the core responsibilities of a chef role.", "title": "Cook/Chef"}
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{"job_id": "mEF5gVVDnVG82-6wAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Chef' to perform culinary tasks (menu planning, cooking, meal prep), aligning directly with the ESCO definition of a chef as a culinary professional. The 'Private Chef' designation is a specific context for a chef, not a different occupation.", "title": "[HIRED] Private Chef 3 days/week ($60-$70/hr)"}
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{"job_id": "rSsFXR4w1BfXkJQXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'Event Chefs', which is a direct synonym of 'banqueting chef' (a type of chef). The description details culinary responsibilities aligning with the ESCO definition of a chef.", "title": "Event Chef"}
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{"job_id": "PFo8xx8jj9A344dhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title 'Food Production Chef' is a direct synonym of 'chef'. The description begins to detail responsibilities for a chef role ('Being a Food Production Chef on...')", "title": "Food Production Chef"}
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{"job_id": "VMDmn8WiET68zMGEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Personal Chef', which is a direct synonym of 'chef'. The description focuses on culinary preparation for clients, aligning with the ESCO definition.", "title": "Personal Chef — Bethesda"}
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{"job_id": "ht_fOpUScaC43DeOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The ad explicitly seeks 'sous chefs' which is a direct synonym of chef. While it also mentions line cooks, the presence of sous chef makes this relevant.", "title": "Personal Chef - DC"}
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{"job_id": "mpXBJfdvr_nsL8KnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef de cuisine' or 'sous-chef' as listed in the provided target occupation definitions. The healthcare setting specifies the *industry* but doesn't change the core culinary role.", "title": "Executive Chef Healthcare"}
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{"job_id": "24pEjl_QH3hx0vgyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Banquet Chef\", which is a direct synonym of chef as per the provided definitions.", "title": "Banquet Chef for DC Based Hospitality Group"}
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{"job_id": "miv_3A9RYW3IjYbWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the provided synonyms.", "title": "Executive Chef - Menu development and Production - Five star catering"}
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{"job_id": "qovV25Ra48SeumM0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Head Chef', which is a direct synonym of chef (and also a seniority prefix). The opening describes chefs preparing meals, confirming the role aligns with the target occupation.", "title": "Head Chef"}
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{"job_id": "ZKv3Do0mbjou7FB1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Pantry Chef' which is a specialization within the broader chef role (chef de partie). It falls under the ESCO definition of chefs as culinary professionals involved in food preparation and recipe execution.", "title": "Pantry Chef"}
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{"job_id": "41Aco7FhLmjEZM2QAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'experienced chefs' to prepare meals, aligning directly with the ESCO definition of a chef as a culinary professional. The term 'Personal Chef' is a specialization within the broader chef occupation and falls under the listed synonyms (e.g., chef de cuisine preparing cust", "title": "Experienced Personal Chef"}
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{"job_id": "QFkOBotM3ewvsLblAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a 'Chef' (Executive Chef), which is a direct synonym of the target occupation as listed in the provided definitions. The opening describes culinary leadership and operations - core responsibilities of a chef.", "title": "Executive Chef"}
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{"job_id": "tCBWUec8_jYTElpBAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef de cuisine' as defined in the ESCO definition. The description details responsibilities consistent with a chef role (leading the BOH).", "title": "Exciting New Restuarant - Executive Chef"}
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{"job_id": "AvU7-gex_ZrB8B0dAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed target occupations.", "title": "Executive Chef"}
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{"job_id": "VojBfuTkwJlIhiIhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'Chefs' and the description aligns with the ESCO definition of a chef as a culinary professional creating gastronomic experiences. The inclusion of 'Mixologist' does not disqualify it, as the primary role advertised is Chef.", "title": "Culinary Creator - Chef & Mixologist Open Call"}
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{"job_id": "gnV2E6DshrZwOQ9oAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Sous Chef', which is a direct synonym of 'chef' as defined in the provided ESCO definition. The description details culinary operations and management within a kitchen environment, aligning directly with the core responsibilities of a chef.", "title": "Executive Sous Chef"}
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{"job_id": "tVFtrK0oxXdllLi_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Sous Chef', which is a direct synonym of 'chef' according to the provided definitions.", "title": "Fine Dining Sous Chef"}
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{"job_id": "c6QpZ1AA4AIovcU_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Chef' (Executive Chef), which is a direct synonym of the target occupation. The description details culinary responsibilities like menu creation, food preparation, and cooking techniques - all core chef duties.", "title": "Food Service Executive Chef"}
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{"job_id": "9PbPDxIPsAMJnu3uAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a 'Head Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the 'also known as' list.", "title": "Head Chef"}
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{"job_id": "Cu2AD9P7UZAX59pkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Sous Chef', which is a direct synonym of 'chef' according to the provided definitions.", "title": "Sous Chef"}
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{"job_id": "UvRBffWCREE66ZU9AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Pantry Chef' which is a specialization within the broader chef role (chef de partie). It falls under the ESCO definition of chefs as culinary professionals involved in food preparation and recipe execution.", "title": "Pantry Chef"}
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{"job_id": "4OJ0d1i4Zg0MzchmAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Chef de Cuisine', which is a direct synonym of 'chef' according to the provided list.", "title": "Chef de Cuisine"}
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{"job_id": "jHhoMo_QT7nDDghzAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Head Chef', which is a direct synonym of chef (and also a seniority prefix). The opening describes a culinary establishment focused on food ('small plates') and therefore requires a chef to prepare it.", "title": "Head Chef"}
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{"job_id": "qs96rq6eY5ngYap6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Sous Chef', which is a direct synonym of 'chef' as defined in the provided ESCO definition.", "title": "Sous Chef"}
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{"job_id": "Ily9RnThzt7UsgKyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Chef de Cuisine', which is a direct synonym of 'chef' according to the provided list.", "title": "Chef de Cuisine"}
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{"job_id": "2oh4vlI7w3XqpH6RAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"HOME COOK\" which, while involving culinary skills, does not align with the professional roles of a chef (banqueting chef, chef de partie, etc.). The focus is on cooking for a family in a domestic setting, rather than a professional kitchen environment. Although the candidate sho", "title": "HOME COOK"}
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{"job_id": "UXKBSOQMgjcCPf_EAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title 'Chef de Partie' is a direct synonym of 'chef' as defined in the ESCO definition. The opening describes tasks directly related to food preparation and kitchen management, confirming this is a chef role.", "title": "Chef de Partie (Hot/Cold)"}
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{"job_id": "p4eFkNTPL55aHcCqAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and provided list of also known as titles.", "title": "Executive Chef"}
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{"job_id": "cKSHGd7UT-QPEQXFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Commis Chef\", which is a direct synonym of 'chef' according to the provided list.", "title": "Commis Chef (I) at Holiday Inn & Science Park"}
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{"job_id": "8RM0r6ytTPaeMX1DAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the provided ESCO definition and list of also known as titles.", "title": "Executive chef"}
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{"job_id": "_EO-U8WnoopwOrU3AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Chef' (Private Chef), which is a direct synonym of the target occupation. The description focuses on culinary work for high-net-worth individuals, aligning with the ESCO definition of a chef providing a gastronomic experience.", "title": "Private Chef — Dubai & UAE"}
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{"job_id": "OfGbvdlE3luA-d8OAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly seeking a 'Chef' (Private Chef), which is a direct synonym of the target occupation. The description details culinary responsibilities aligning with the ESCO definition.", "title": "Private Chef - Kerala Cuisine"}
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{"job_id": "wVREocWene6GCuejAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Demi Chef de Partie', which is a direct synonym of 'chef' as defined in the provided ESCO definition (chef de partie). The opening describes tasks directly related to food preparation and kitchen management, confirming this is a culinary role.", "title": "Demi Chef de Partie - Cucina"}
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{"job_id": "-uOXaSEQcfeCYlGIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Home Chef / Private Chef', which are direct synonyms of 'chef' as defined in the ESCO definition and provided list of also known as titles. The description details culinary responsibilities aligning with the core function of a chef.", "title": "Home Chef/Private Chef job (M/F) in Ajman, UAE"}
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{"job_id": "xvNrbd3q8UtHicWhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Chef' to perform culinary tasks (supporting openings, executing event programming). The term 'Corporate Chef' is a valid specialization within the chef profession and someone hired for this role would identify as a chef.", "title": "Corporate Chef"}
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{"job_id": "DlIHpOfFY4VrzhaXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for an 'Executive Chef', which is a direct synonym of 'chef' as defined in the provided ESCO definition and list of also known as titles (chef de cuisine). The opening describes culinary responsibilities consistent with a chef role.", "title": "Executive Chef"}
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{"job_id": "rpigojTC962-LQrZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Chef', which is a direct synonym of 'chef' as defined in the ESCO definition and listed in the provided synonyms (chef de cuisine). The opening details responsibilities directly related to culinary operations and management within a hotel setting, confirming", "title": "Hotel Executive Chef"}
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{"job_id": "iFh1jgHvFFlNP2MgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Chef' and the description details culinary responsibilities within a unique entertainment experience. The role of 'Executive Sous Chef' is a direct synonym for chef.", "title": "Chef, Executive Sous - Universal Horror Unleashed"}
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{"job_id": "-GPX9mOJQ67t7wqIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Chef' (specifically a 'Senior Relief Chef'), which is a direct synonym of the target occupation. The description details culinary leadership and kitchen management responsibilities consistent with a chef role.", "title": "Senior Relief Chef"}
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{"job_id": "EVBSpwmh57W7I5T0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for an 'Executive Chef', which is a direct synonym of 'chef' as defined in the provided ESCO definition and list of also known as titles (chef de cuisine). The opening describes culinary responsibilities consistent with a chef role.", "title": "Executive Chef"}
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{"job_id": "uf-7sm7N68jAQEKCAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Executive Sous Chef', which is a direct synonym of 'chef' as defined in the ESCO definition (sous-chef). The opening details further support this by placing the role within a Food & Beverage department.", "title": "Executive Sous Chef- Lansing Center"}
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{"job_id": "qrF3ZiKnxvrND43XAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Sous Chef' which is a direct synonym of 'chef' according to the provided definitions. While also advertising for a Lead Line Cook, the inclusion of Sous Chef makes it relevant.", "title": "Lead Line Cook / Sous Chef"}
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{"job_id": "e8HMd25a11njIEhEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Sous Chef', which is a direct synonym of 'chef' according to the provided definitions.", "title": "Sous Chef Jobs in Huntersville, NC"}
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{"job_id": "a5kQ9eb5FauyYOr8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Sous Chef', which is a direct synonym of 'chef' according to the provided definitions.", "title": "Sous Chef"}
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