competitor_sku_obs_id,ref_code,price_area,ncrc_category,category_slug,match_mode,item_name,item_brand,competitor,competitor_price,ref_description,ref_price,model_score,tier,llm_score,llm_reason,method,inference_date,inferred_at,price_diff,price_ratio,iteration,pipeline_id,cid
obs_marianos_1111_0027094650000_1780508425,20000000210479,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Breast,Prime Cut Chicken,marianos,4.99,AARONS BEST CHICKEN BREAST W/RIB KSHR,3.99,0.55,REJECT,0.2,Different brand (Aarons Best vs Prime Cut) and preparation (Kosher vs unspecified).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,1.0,1.25062656641604,2,2,06062026062051
obs_marianos_1111_0025313600000_1780499399,614385930569,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTERS FRESH,3.99,0.95,ACCEPT_LLM,0.95,Exact product type match: Chicken Leg Quarters. 'Fresh' is implied for the reference item.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579539140_1780655327,68118855785-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Premium Quality Seasoning Grilled Chicken,nan,marianos,,AARONS BEST CHICKEN BROILER KSHR-M,3.59,0.55,REJECT,0.0,Item is raw chicken broiler; references are seasonings or processed stuffed chicken breasts.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007496059667_1780730363,1110729570077,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Boneless Skinless Chicken Thighs,Just Bare Brand,marianos,,JUST BARE FAMILY PACK CHICKEN THIGHS,7.49,0.55,REJECT,0.4,"Item is 'Chicken Thighs' (implied bone-in/skin-on), while references are 'Boneless Skinless Chicken Thighs'. Form differs.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780490540,740025741960,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS SEASONING,5.99,0.55,REJECT,0.1,"Item is a seasoning, references are raw chicken drumsticks. Different product types.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025081000000_1780583669,68118969000,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Whole Chicken Wings,PERDUE®,marianos,,PERDUE CHICKEN WING FAMILY PK,3.99,1.0,ACCEPT_LLM,1.0,"Same brand, fresh whole chicken wings. 'Family PK' refers to pack size/format.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007274582950_1780478587,68118970011,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Perdue Frozen Raw Boneless Skinless Chicken Breast,Perdue Frozen Raw,marianos,,PERDUE ROASTING CHICKEN FR,2.49,0.55,REJECT,0.2,"Brand matches, but item is a whole roasting chicken (likely fresh) while references are frozen boneless skinless chicken breasts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026064650000_1780730363,68118968987,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Chicken Drumsticks,PERDUE®,marianos,,HARVESTLAND FREE RANGE CHICKEN DRUMSTICK,4.29,1.0,ACCEPT_LLM,1.0,"Perfect match in brand family (Harvestland is Perdue's sub-brand), form, and preparation.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313650000_1780730363,20000000210608,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Boneless Skinless Chicken Thighs,Heritage Farm,marianos,,S FARMS CHCKN THIGHS BNLS SKNLS MED TRAY,4.64,0.95,ACCEPT_LLM,0.95,"Product type (boneless skinless chicken thighs) is identical. 'S FARMS' and 'Heritage Farm' are both store brands for chicken, making them very similar brand families. 'MED TRAY' aligns with typical packaging.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025080800000_1780548108,68118968848,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Chicken Drumsticks,PERDUE®,marianos,,PERDUE CHICKEN DRUMSTICK FR,3.48,1.0,ACCEPT_LLM,1.0,"Item is Perdue Chicken Drumstick, 'FR' likely means Fresh, matching all references exactly.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780546777,782955,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BREAST BONELESS SKINLESS,4.99,1.0,ACCEPT_LLM,1.0,"Exact match in product type, form, and prep.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780489726,510165060354,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE FRYER PUEBLA FAJITA SSNG,4.69,0.55,REJECT,0.2,"Item is a seasoned whole chicken (fajita), references are unseasoned whole chickens.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023003500000_1780490540,459246180039,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Chicken Drumsticks,Cajun Chicken,marianos,,CHICKEN DRUMSTICKS PUEBLA FAJITA SSNG,5.99,0.55,REJECT,0.2,Different seasoning/flavor profile: Puebla Fajita vs Cajun.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025061900000_1780573175,68118970001,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Thin Sliced Boneless Skinless Chicken Breasts,PERDUE®,marianos,,PERDUE CHICKEN BREAST THN SLCD BNLS,7.62,1.0,ACCEPT_LLM,1.0,"Exact match in brand, product type, form, and preparation (thin sliced, boneless, skinless implied).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025081000000_1780730363,68118970012,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Whole Chicken Wings,PERDUE®,marianos,,PERDUE CHICKEN WING FR,4.99,1.0,ACCEPT_LLM,1.0,"Exact match in brand, product type, and form (assuming FR means Fresh).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028334750000_1780484875,74936443822,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Thighs,Heritage Farm,marianos,,S FARMS CHICKEN THIGH BONE IN,3.11,0.9,ACCEPT_LLM,0.9,"Same product type (chicken thigh, bone-in). Brand is different but both are generic/store brands. 'Skin on' is implied for bone-in thighs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780492535,68118970129,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,O ORGNC CHICKEN WHOLE FRESH,3.99,1.0,ACCEPT_LLM,1.0,"All references are 'Whole Chicken', which matches the core product type of the item.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007496058615_1780478587,614385930568,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Boneless Skinless Chicken Breast Fillets,Just Bare Brand,marianos,,CHICKEN BREAST FILLET BNLS FRESH,9.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095850000_1780730363,510165060350,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Thighs,Lemon Pepper Chicken,marianos,,CHICKEN WHOLE FRYER LEMON PEPPER SSNG,4.69,0.55,REJECT,0.3,"Item is a whole fryer chicken, while references are chicken thighs. Different cuts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007496058615_1780549015,520533600079,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Boneless Skinless Chicken Breast Fillets,Just Bare Brand,marianos,,JUST BARE CHICKEN BREASTS BNLS,18.83,1.0,ACCEPT_LLM,1.0,"Exact match in brand, product type (boneless chicken breasts/fillets), and form (boneless, implied skinless).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780730363,510165060348,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE FRYER CAL GARLIC SEASONING,4.69,0.55,REJECT,0.4,"Item is seasoned, references are unseasoned whole chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023003500000_1780730363,459246180040,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Chicken Drumsticks,Cajun Chicken,marianos,,CHICKEN DRUMSTICKS NASHVILLE HOT SSNG,5.99,0.55,REJECT,0.0,Flavor profile (Nashville Hot vs Cajun) is different.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111097058_1780478587,320104240864,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone-In Skin-On Chicken Party Wings,Heritage Farm,marianos,6.99,CHICKEN PARTY WINGS IQF,12.9,0.9,ACCEPT_LLM,0.9,"Same product type (chicken party wings, bone-in skin-on). IQF is a freezing method, highly compatible with this product.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,-5.91,0.541860465116279,2,2,06062026062051
obs_marianos_1111_0001111063603_1780511064,68118855740,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Natural Chicken Gizzards,MARIANOS,marianos,,SF CHICKEN GIZZARDS FR,2.79,0.55,REJECT,0.5,"Product type (chicken gizzards, likely fresh) matches, but brand family (SF vs. Heritage Farm) does not.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780512834,74936443839,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,S FARMS CHICKEN DRUMSTICK,3.11,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780548108,10241015,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS CAL GRLC MEDLEY SSNG,5.99,0.55,REJECT,0.0,Item is seasoned chicken drumsticks; references are unseasoned chicken drumsticks.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024890400000_1780730363,68118970032,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Whole Cut-Up Fresh Chicken,Miller Poultry,marianos,,EMPIRE CHICKEN CUT UP 8PC CHILL PK KSHR,5.49,0.55,REJECT,0.4,"Different brand and the item is Kosher, while references are not specified as Kosher, indicating different preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111016124_1780730363,268266540136,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection® Mexican Inspired Green Chile Chicken,Private Selection,marianos,,CHICKEN CHILI VERDE SLOW COOKER 63 OZ,12.99,0.8,ACCEPT_LLM,0.8,"Green Chile Chicken is synonymous with Chili Verde Chicken, making the core product type a strong match.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780730363,68118968905,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN BROILER WH ORGANIC KSHR,7.49,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069149_1780499833,349484550491,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Black Pepper Chicken Thigh,MARIANOS,marianos,,CHICKEN LEG QUART BLACK PEPPER SSND KSHR,8.99,0.55,REJECT,0.4,Item is chicken leg quarter and kosher; references are chicken thighs and not specified as kosher.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579539140_1780655327,68118855785,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Premium Quality Seasoning Grilled Chicken,nan,marianos,,AARONS BEST CHICKEN BROILER KSHR,3.99,0.55,REJECT,0.3,"Item is a whole/part raw chicken, references are specific cut raw chicken or seasoning. Form and brand differ significantly.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024890400000_1780730363,74936443941-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Whole Cut-Up Fresh Chicken,Miller Poultry,marianos,,AARONS BEST CHICKEN CUT UP 8PC KSHR T/-M,3.79,0.55,REJECT,0.3,"Different brand and competitor item is Kosher, references are not.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024890400000_1780726852,74936443941,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Whole Cut-Up Fresh Chicken,Miller Poultry,marianos,,AARONS BEST CHICKEN CUT UP 8PC KSHR T/P,4.49,0.55,REJECT,0.3,"Different brand and the item is Kosher, which is not specified for the reference items.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780726852,74936444005,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,AARONS BEST CHICKEN DRUMSTICK KSHR T/P,5.49,0.9,ACCEPT_LLM,0.9,"Item is a specific type (Kosher, branded) of chicken drumsticks, which matches the general reference product type.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780726852,74936444005-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,AARONS BEST CHICKEN DRUMSTICK KSHR T/P-M,4.66,0.9,ACCEPT_LLM,0.9,"Core product 'Chicken Drumsticks' matches perfectly, but reference lacks 'Kosher' and specific pack format.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780546777,20000000193155,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,AARONS BEST CHICKEN LEG QTR KSHR T/P,4.99,0.55,REJECT,0.5,Different brand family (Aarons Best vs. Heritage Farm) and prep (Kosher vs. unspecified).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780730363,20000000193155-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,MARIANOS,marianos,,AARONS BEST CHICKEN LEG QTR KSHR T/P-M,3.79,0.55,REJECT,0.4,"Different brand and the item is Kosher, which is a specific preparation not indicated for the reference items.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111097860_1780726852,20000000210476,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Frozen Raw Boneless Skinless Chicken Breasts,Kroger®,marianos,,AARONS BEST CHICKEN QTRD GLATT KSHR T/P,4.49,0.55,REJECT,0.1,"Different brands, cuts (quartered vs boneless skinless breasts), state (fresh vs frozen), and kosher status.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579573003_1780491639,20000000210547,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Sweet & Spicy Korean Chicken Wings,Kinder\'s,marianos,,AARONS BEST CHICKEN WING KSHR,3.49,0.55,REJECT,0.2,Different brands and preparation/flavor profile (plain kosher vs. sweet & spicy Korean).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025530000000_1780655327,68118968867,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Cutlets,Prime Cut,marianos,,AARONS CHICKEN BREAST CUTLETS KSHR,9.99,0.55,REJECT,0.4,"Different brand and item is Kosher, references are not specified as Kosher.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780552702,68118968850,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,AARONS CKN BRST BNLS SKLS GLATT KSHR,9.99,0.55,REJECT,0.5,"Item is Glatt Kosher, which is a specific preparation not indicated in the generic references.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780478587,68118970019,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,AGRISTAR CHICKEN BRST BNLS SKNLS FZ,4.99,1.0,ACCEPT_LLM,1.0,"Exact match for boneless skinless chicken breast, 'FZ' is a preparation detail.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780478587,279499690237,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,AGRISTAR CHICKEN LEG QUARTERS FZ,2.49,0.55,REJECT,0.5,Different brand family (AGRISTAR vs Heritage Farm) and prep (FZ vs not specified).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780489726,497205030289,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICEN KABOBS W/VEG PEPPER MEDIUM SSNG,11.31,0.9,ACCEPT_LLM,0.9,"Both are chicken kabobs with vegetables, specifically including pepper.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780548108,488564770192,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN BI THIGHS SOUTHERN BARBECUE SSNG,5.99,1.0,ACCEPT_LLM,1.0,"The item is seasoned chicken thighs with a barbecue flavor, which perfectly matches the 'BBQ Chicken Thighs' reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780655327,487702670521,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN BI THIGHS SSNG,5.99,0.8,ACCEPT_LLM,0.8,Both are seasoned chicken thighs; BBQ is a specific type of seasoning.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0062790711603_1780730363,508438060071,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Marcangelo® Sweet BBQ Chicken Breast Skewer,Marcangelo®,marianos,,CHICKEN BNLS SKEWERS SOUTHERN BBQ SSNG,9.99,0.9,ACCEPT_LLM,0.9,Same form (boneless chicken skewers) and very similar BBQ seasoning type.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069152_1780725614,491156860200,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Chile Lime Chicken Breast,Private Selection,marianos,,CHICKEN BONELESS BRST MANGO LIME SSNG,9.99,0.85,ACCEPT_LLM,0.85,"Same form (boneless breast), same prep (seasoned), similar flavor profile (both lime-based).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579570153_1780655327,492050680298,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Grilled Chicken Marinade,nan,marianos,,CHICKEN BREAST AL PASTOR MARINADE,9.99,0.8,ACCEPT_LLM,0.8,"Both are chicken marinades, despite different brands and specific flavors.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780478587,781710,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BREAST BNLS SKLS HAND TRMD,5.99,1.0,ACCEPT_LLM,1.0,"All references are identical and perfectly match the core product, form, and skin. 'Hand Trimmed' is a preparation detail that doesn't change the product type.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780664519,68118968898,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BREAST BNLS SKLS KSHR,7.99,0.55,REJECT,0.0,"Item is Kosher; references are not specified as Kosher, indicating a difference in preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780546777,717563191141,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BREAST BNLS W/HOMESTYLE STUFFING,7.99,0.55,REJECT,0.2,"Item is a stuffed chicken breast, references are plain boneless skinless chicken breasts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780478587,492050680299,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BREAST BONE SSNG,7.99,0.55,REJECT,0.1,"Item is bone-in skin-on, references are boneless skinless.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579570153_1780655327,492050680302,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Grilled Chicken Marinade,nan,marianos,,CHICKEN BREAST CARNE ASADA MARINADE,9.99,0.85,ACCEPT_LLM,0.85,"Both are liquid marinades for chicken, though the specific flavor differs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579570153_1780655327,492050680301,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Grilled Chicken Marinade,nan,marianos,,CHICKEN BREAST CHILI VERDE MARINADE,9.99,0.75,LLM_REVIEW,0.75,"Both are chicken marinades, matching form and prep, but differ in specific flavor and brand.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027094650000_1780664519,8005773,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Breast,Prime Cut Chicken,marianos,4.99,CHICKEN BREAST HAND TRIMMED BNLS VPC,5.99,0.9,ACCEPT_LLM,0.9,"Both are chicken breast, 'hand trimmed boneless' aligns with 'prime cut' quality. VPC is a packaging detail.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,-1.0,0.8330550918196995,2,2,06062026062051
obs_marianos_1111_0025061900000_1780664519,968949160120,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Thin Sliced Boneless Skinless Chicken Breasts,PERDUE®,marianos,,CHICKEN BREAST THIN SLICED BNLS,6.99,1.0,ACCEPT_LLM,1.0,"Exact match on product type, form, and prep (thin sliced, boneless).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025061900000_1780664519,8005772,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Thin Sliced Boneless Skinless Chicken Breasts,PERDUE®,marianos,,CHICKEN BREAST THIN SLICED BNLS,6.99,0.95,ACCEPT_LLM,0.95,"Item is thin sliced boneless chicken breast, reference is thin sliced boneless skinless chicken breast. 'Skinless' is often implied for boneless breasts.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0003469590327_1780730363,493748660239,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Soules Kitchen™ Southern Style Chicken Breast Bites,Soules Kitchen\u2122,marianos,,CHICKEN BRST BI BBQ SOUTHERN SPLIT SSNG,7.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069152_1780664519,492885210715,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Chile Lime Chicken Breast,Private Selection,marianos,,CHICKEN BRST BI MANGO LIME SPLIT SSNG,7.99,0.55,REJECT,0.5,Different flavor profile (Mango Lime vs Chile Lime).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780664519,492050680303,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BRST BNLS SSNG,10.99,0.55,REJECT,0.2,"Item is seasoned (SSNG) and does not specify skinless, while references are plain and skinless.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0002370003006_1780655327,492050680296,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Tyson® Thin Sliced Boneless Skinless Chicken Breasts,Tyson®,marianos,,CHICKEN BRST BNLS THIN SOUTHERN BBQ SSNG,10.99,0.55,REJECT,0.5,"Item is seasoned (Southern BBQ), references are unseasoned. Form is similar but preparation differs significantly.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028133650000_1780489726,492050680311,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Breast,Lemon Pepper Chicken,marianos,,CHICKEN BRST BONELESS MNGO LME THIN SSNG,10.99,0.55,REJECT,0.3,Different flavor (Mango Lime vs. Lemon Pepper) and form (Thin vs. standard breast).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780664519,492050680290,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BRST BONELESS SOUTHERN BBQ SSNG,9.99,0.55,REJECT,0.2,"Item is seasoned, references are unseasoned.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780655327,492050680291,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CHICKEN BRST BONELESS SSNG,9.99,0.55,REJECT,0.2,"Item is seasoned (SSNG) and does not specify skinless, while references are plain and skinless.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024096150000_1780481031,68118968893,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Simple Truth® Natural Boneless Skinless Fresh Chicken Breast Cutlets,Simple Truth,marianos,,CHICKEN BRST CUTLETS BNLS SKNLS 6825,7.99,1.0,ACCEPT_LLM,1.0,Exact match on product type: boneless skinless chicken breast cutlets.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027094650000_1780493836,68118968903,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Breast,Prime Cut Chicken,marianos,4.99,CHICKEN BRST SPLIT KSHR,3.79,0.55,REJECT,0.4,"Item is 'split' and 'kosher', which are specific forms/preparations not indicated by the generic 'Prime Cut Chicken Breast' references.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,1.2000000000000002,1.316622691292876,2,2,06062026062051
obs_marianos_1111_0024890400000_1780655327,782935,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Whole Cut-Up Fresh Chicken,Miller Poultry,marianos,,CHICKEN CUT UP WH,2.34,1.0,ACCEPT_LLM,1.0,"Item 'CHICKEN CUT UP WH' is a direct match for 'Whole Cut-Up Fresh Chicken', with 'WH' likely meaning 'Whole'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025511000000_1780655327,68118855661,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Cutlets,Prime Cut,marianos,,CHICKEN CUTLETS SICILIAN,6.99,0.55,REJECT,0.4,"Item is 'Sicilian' (implying specific seasoning/prep), while references are plain chicken cutlets. Prep differs.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780546777,352982231037,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICK GARLIC SSND KOSHER,8.99,0.55,REJECT,0.4,Item is garlic seasoned and kosher; references are plain drumsticks.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780655327,68118968896,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICK KSHR,4.49,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780491639,352982231034,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICK PARSLEY SSND KOSHER,8.99,0.55,REJECT,0.4,"Item is seasoned and kosher; references are generic chicken drumsticks, lacking these specific preparations.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025003550000_1780497101,459246180036,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Drumsticks,BBQ Chicken,marianos,,CHICKEN DRUMSTICKS BBQ & BEER SSNG,5.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025003550000_1780546777,460980300244,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Drumsticks,BBQ Chicken,marianos,,CHICKEN DRUMSTICKS BBQ BOURBON SSNG,5.99,0.9,ACCEPT_LLM,0.9,"Competitor is BBQ Bourbon seasoned drumsticks, references are BBQ drumsticks. Very close match.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025003550000_1780583529,459246180041,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Drumsticks,BBQ Chicken,marianos,,CHICKEN DRUMSTICKS BBQ SSNG,5.99,1.0,ACCEPT_LLM,1.0,"Item is BBQ seasoned chicken drumsticks, which perfectly matches the reference 'BBQ Chicken Drumsticks'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780490540,860948111966,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS BLACK PPR SSNG KSHR,8.99,0.55,REJECT,0.5,"Item is seasoned and kosher; references are plain chicken drumsticks, differing in preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023003500000_1780583529,312334240060,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Chicken Drumsticks,Cajun Chicken,marianos,,CHICKEN DRUMSTICKS CAJUN SSNG,5.99,1.0,ACCEPT_LLM,1.0,"Exact match in product type, form, and seasoning.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780655327,459246180034,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS CAL BAY STY SSNG,5.99,0.55,REJECT,0.5,"Item is seasoned, references are unseasoned drumsticks.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023003550000_1780490540,8640358,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Drumsticks,Lemon Pepper Chicken,marianos,,CHICKEN DRUMSTICKS LEMON PEPPER SSNG,5.99,1.0,ACCEPT_LLM,1.0,"Exact match in product type, form, and seasoning. 'SSNG' likely means seasoned, which is implied by 'Lemon Pepper'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780655327,459246180043,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS MANGO LIME SSNG,5.99,0.55,REJECT,0.2,"Item is seasoned (Mango Lime), references are plain drumsticks. Different preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780583529,459246180001,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS ROSEMARY GARLIC SSNG,5.99,0.55,REJECT,0.5,"Item is seasoned (Rosemary Garlic), references are unseasoned drumsticks.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780583669,459246180038,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS SAVORY STEAK SSNG,5.99,0.55,REJECT,0.2,"Item is seasoned; references are plain chicken drumsticks, different prep.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780493836,459246180042,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN DRUMSTICKS SESAME GINGER SSNG,5.99,0.55,REJECT,0.2,"Item is seasoned/marinated (Sesame Ginger), references are plain drumsticks.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025003550000_1780583529,459246180037,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Drumsticks,BBQ Chicken,marianos,,CHICKEN DRUMSTICKS SMOKEY HOT BBQ SSNG,5.99,0.95,ACCEPT_LLM,0.95,"The item is chicken drumsticks with a smokey hot BBQ seasoning, which is a specific type of BBQ preparation, matching the general 'BBQ Chicken Drumsticks' reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0004157300274_1780565509,68118968894,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fried Chicken,Fried,marianos,,CHICKEN FAT 6897,4.99,0.55,REJECT,0.0,"Chicken fat is a rendered cooking ingredient, while fried chicken is a prepared meal. They are not the same product type.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780583669,68118968930,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN FEET,2.49,0.55,REJECT,0.1,Chicken feet are a distinct cut from chicken drumsticks; they have different forms and typical preparations.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025548050000_1780497101,781806,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Stir Fry,Prime Cut,marianos,5.99,CHICKEN FOR STIR FRY,6.99,1.0,ACCEPT_LLM,1.0,Exact product type match: chicken cut for stir fry.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,-1.0,0.8569384835479256,2,2,06062026062051
obs_marianos_1111_0001111067790_1780655327,493748660249,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS BARBECUE BOURBON SSNG,11.38,0.85,ACCEPT_LLM,0.85,Both are chicken kabobs; differ in specific seasoning/vegetable additions.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780548108,493748660248,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN KABOBS CAJUN SEASONING,11.38,0.55,REJECT,0.4,"Item is chicken kabobs, references are chicken thighs. Different forms.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028133650000_1780511064,493748660251,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Breast,Lemon Pepper Chicken,marianos,,CHICKEN KABOBS W/VEG LEMON PEPPER SSNG,11.38,0.55,REJECT,0.3,"Item is kabobs with vegetables, references are chicken breasts. Different form/prep.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780725614,497205030281,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG MR PIG SEASONING,11.29,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780655327,497205030282,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG NASHVILLE HT SSNG,11.43,0.9,ACCEPT_LLM,0.9,"Both are chicken kabobs with vegetables. The seasoning is a flavor variant, not a different product type.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780655327,497205030283,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG PUEBLA FAJITA SSNG,11.37,0.85,ACCEPT_LLM,0.85,"Both are chicken kabobs with vegetables (onion and bell pepper). The item specifies fajita seasoning, which is a common preparation for such kabobs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780583529,497205030284,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG ROSEMARY GRLC SSNG,11.39,0.9,ACCEPT_LLM,0.9,"Same product type (chicken kabobs with vegetables), seasoning is a flavor variant.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780549015,497205030285,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG SAVORY STEAK SSNG,11.36,0.9,ACCEPT_LLM,0.9,"Same form (kabobs), main ingredients (chicken, vegetables), but item specifies seasoning not mentioned in reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780583669,497205030288,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS W/VEG SOUTHERN BBQ SSNG,11.46,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780583669,493748660252,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABOBS WITH VEG MANGO LIME SSNG,11.3,0.85,ACCEPT_LLM,0.85,"Matches chicken kabobs with vegetables, but flavor differs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780492535,493748660247,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABS W/VEG CALIFORNIA BAY SSNG,11.3,0.8,ACCEPT_LLM,0.8,"Same form (kabobs), main ingredient (chicken/chicken breast), and includes vegetables. Seasoning differs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111067790_1780493836,493748660250,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chicken Breast Kabobs with Onion and Bell Pepper,Kroger®,marianos,,CHICKEN KABS W/VEG CALIFORNIA GRLC SSNG,11.38,0.9,ACCEPT_LLM,0.9,Same product type: chicken kabobs with vegetables. Seasoning differs but core product is a strong match.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780485996,20000000210503,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,CHICKEN LEG PINWHEEL STYLE KSHR,4.49,0.55,REJECT,0.2,"Item is a specific 'pinwheel style' preparation of a chicken leg, while references are standard drumsticks.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780583529,20000000210505,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,nan,marianos,,CHICKEN LEG QTR VPC KSHR,3.99,0.55,REJECT,0.5,"Item is Kosher chicken leg quarters, references are generic chicken leg quarters without Kosher certification.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780583529,460980300245,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN LEG QUARTER BBQ & BEER SSNG,3.99,0.55,REJECT,0.4,"Item is chicken leg quarters, references are chicken thighs; different cuts/forms.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780497101,461843970488,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN LEG QUARTER BBQ BOURBON SSNG,3.99,0.55,REJECT,0.4,"Item is a leg quarter (thigh + drumstick), references are only thighs. Different cuts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780655327,461843970487,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN LEG QUARTER BBQ SSNG,3.99,0.55,REJECT,0.4,"Item is leg quarters, references are thighs. Different cuts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069149_1780573175,860948111964,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Black Pepper Chicken Thigh,MARIANOS,marianos,,CHICKEN LEG QUARTER BLACK PPR SSNG KSHR,8.99,0.55,REJECT,0.4,Item is a leg quarter and kosher; references are thighs and not specified as kosher.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780548108,452333040164,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN LEG QUARTER CAJUN SSNG,3.99,0.55,REJECT,0.4,"Item is leg quarters, references are thighs. Different cuts of chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780583529,461843970492,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,nan,marianos,,CHICKEN LEG QUARTER CAL BAY STYLE SSNG,3.99,0.8,ACCEPT_LLM,0.8,"Matches chicken leg quarter form, but item is seasoned while references are unseasoned.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780583248,10307926,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER CAL GRLC MDLY SSNG,3.99,0.55,REJECT,0.4,"Item is seasoned (garlic medley seasoning), references are unseasoned chicken leg quarters.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780497101,352982231039,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER GARLIC SSND KOSHER,8.99,0.6,LLM_REVIEW,0.6,"Core product (chicken leg quarter) matches, but item is garlic seasoned and kosher, while reference is plain.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095850000_1780490540,461843970128,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Thighs,Lemon Pepper Chicken,marianos,,CHICKEN LEG QUARTER LEMON PEPPER SSNG,3.99,0.55,REJECT,0.5,"Item is a leg quarter, while all references are chicken thighs; different cuts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780583529,461843970486,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,nan,marianos,,CHICKEN LEG QUARTER NASHVILLE HOT SSNG,3.99,0.55,REJECT,0.5,"Item is seasoned (Nashville Hot SSNG), while all references are unseasoned chicken leg quarters.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069151_1780583248,461843970485,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Pollo Asado Chicken Thigh,MARIANOS,marianos,,CHICKEN LEG QUARTER PUEBLA FAJITA SSNG,3.99,0.55,REJECT,0.1,Different cut (leg quarter vs thigh) and different seasoning (Puebla Fajita vs Pollo Asado).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780582481,460980300057,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER ROSEMARY GARLIC SSNG,3.99,0.55,REJECT,0.4,"Item is seasoned (rosemary garlic), references are unseasoned bone-in skin-on leg quarters.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780478587,460980300246,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER SAVORY STEAK SSNG,3.99,0.55,REJECT,0.5,"Item is seasoned chicken leg quarters, while references are unseasoned. Same cut, different preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780511064,461843970489,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER SMOKEY HOT SSNG,3.99,0.8,ACCEPT_LLM,0.8,"Closest match for chicken cut (leg quarter), but item is seasoned while reference is unseasoned.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780546777,452333040870,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,CHICKEN LEG QUARTER VEGETABLE PPR SSNG,3.99,0.55,REJECT,0.5,"Item is seasoned chicken leg quarters, while references are unseasoned. Different preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0005210076067_1780730363,781593,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,McCormick Chicken Taco Seasoning Mix,McCormick,marianos,1.39,CHICKEN MEAT FOR TACOS,6.99,0.55,REJECT,0.0,"Item is chicken meat, references are seasoning mixes or full meal kits, not just the meat component.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,-5.6000000000000005,0.19885550786838338,2,2,06062026062051
obs_marianos_1111_0062790711556_1780664519,505845890300,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Marcangelo Chicken Breast Skewer - Teriyaki,Marcangelo Chicken,marianos,,CHICKEN SKEWERS BNLS SSNG,9.99,0.95,ACCEPT_LLM,0.95,"Both are boneless, seasoned chicken skewers. 'Chicken Breast' is a type of 'Chicken'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0062790711557_1780730363,505845890301,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Marcangelo® Sweet Chili Lime Chicken Breast Skewers,Marcangelo®,marianos,,CHICKEN SKEWERS BONELESS MANGO LIME SSNG,9.99,0.85,ACCEPT_LLM,0.85,"Same brand, form, and product type. Flavor profile (lime) is similar, though not identical.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780483818,68118855685,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN SPLIT FRYER,2.1,0.55,REJECT,0.2,"Item is a split chicken, references are whole chickens.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0082979302293_1780730363,467880541560,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Del Real™ Foods Pollo Deshebrado Shredded Chicken,Del Real Foods,marianos,,CHICKEN TACO MEAT AL PASTOR MRND 10%,9.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069151_1780573175,467880541559,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Pollo Asado Chicken Thigh,Private Selection,marianos,,CHICKEN TACO MEAT CARNE ASADA MRND 10%,9.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111016124_1780655327,467880541564,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection® Mexican Inspired Green Chile Chicken,Private Selection,marianos,,CHICKEN TACO MEAT CHILI VERDE MRND 10%,9.99,0.9,ACCEPT_LLM,0.9,Excellent match on flavor (Chili Verde/Green Chile) and intended use (Taco Meat/Mexican Inspired Chicken).,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111097861_1780730363,68118968902,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Frozen Raw Boneless Skinless Chicken Thighs,Kroger®,marianos,8.99,CHICKEN THIGH BNLS KSHR,6.99,0.55,REJECT,0.5,"Item is Kosher, references are not specified as Kosher. Item also lacks brand and frozen status, which references have.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,2.0,1.2861230329041489,2,2,06062026062051
obs_marianos_1111_0001111097033_1780726852,782066,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Frozen Raw Boneless Skinless Chicken Thighs,Heritage Farm,marianos,8.99,CHICKEN THIGH BNLS SKLS BULK FR,4.31,0.55,REJECT,0.2,"Item is fresh and bulk, references are all frozen.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,4.680000000000001,2.0858468677494204,2,2,06062026062051
obs_marianos_1111_0025313650000_1780583669,782282,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Boneless Skinless Chicken Thighs,Heritage Farm,marianos,,CHICKEN THIGH BNLS SKLS HAND TRIMMED,4.85,0.95,ACCEPT_LLM,0.95,"Matches product, form, and brand family. 'Hand trimmed' is a preparation detail not explicitly stated but consistent with boneless skinless thighs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024086500000_1780478587,782126,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Boneless Skinless Fresh Chicken Thighs,Miller Poultry Boneless,marianos,,CHICKEN THIGH BNLS SKLS VPC,3.81,1.0,ACCEPT_LLM,1.0,"Exact match on product type, form, and prep (boneless skinless chicken thighs).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780730363,352982231036,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN THIGHS BI PARSLEY SSND KOSHER,8.99,0.55,REJECT,0.2,"Different seasoning (Parsley vs Cajun) and item is Kosher, references are not specified as such.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111069149_1780497101,860948111965,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Private Selection Black Pepper Chicken Thigh,Private Selection,marianos,,CHICKEN THIGHS BLACK PPR SSNG KSHR,8.99,0.55,REJECT,0.5,"Item is Kosher, references do not specify Kosher. This is a significant product type difference.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780730363,678681761706,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN THIGHS BNLS CAJUN SEASONING,9.99,0.8,ACCEPT_LLM,0.8,"Core product and seasoning match, but 'boneless' form is specified in item and not in reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780483041,678681761705,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN THIGHS BNLS CAL GARLIC SSNG,9.99,0.55,REJECT,0.3,Different seasoning (Garlic vs Cajun) and form (boneless vs unspecified).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095850000_1780484875,678681761704,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Thighs,Lemon Pepper Chicken,marianos,,CHICKEN THIGHS BNLS LEMON PEPPER SSNG,9.99,0.95,ACCEPT_LLM,0.95,"Item is boneless lemon pepper seasoned chicken thighs, which closely matches the reference 'Lemon Pepper Chicken Thighs'. 'Boneless' is often implied for pre-seasoned thighs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780730363,678681761703,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN THIGHS BNLS NASHVILLE HOT SSNG,9.99,0.55,REJECT,0.2,Different seasoning flavor (Nashville Hot vs. Cajun). Form (boneless) not specified for references.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780548108,678681761702,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN THIGHS BNLS PUEBLA FAJITA SSNG,9.99,0.55,REJECT,0.4,Different seasoning (Puebla Fajita vs Cajun) and form (boneless vs unspecified).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313650000_1780582481,20000000210563,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Boneless Skinless Chicken Thighs,MARIANOS,marianos,,CHICKEN THIGHS BNLS SKNLS 6881,6.99,1.0,ACCEPT_LLM,1.0,"Item perfectly matches the product type, form (boneless, skinless), and prep of the reference items.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095850000_1780497101,678681761701,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Lemon Pepper Chicken Thighs,Lemon Pepper Chicken,marianos,,CHICKEN THIGHS BNLS VEG PEPPER SEASONING,9.99,0.55,REJECT,0.5,Different seasoning flavor (Veg Pepper vs. Lemon Pepper).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780565509,469583950013,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CHICKEN THIGHS FR KSHR,4.49,0.55,REJECT,0.2,"Item is fresh kosher chicken thighs, references are BBQ chicken thighs (different preparation).",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780497693,68118855703,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WH FRYER,1.93,1.0,ACCEPT_LLM,1.0,"CHICKEN WH FRYER is a whole chicken, which perfectly matches 'Whole Chicken'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780583248,510165060345,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CHICKEN WHOLE BBQ BOURBON SEASONING,4.69,0.55,REJECT,0.0,"Item is seasoned, references are unseasoned whole chickens, which is a different preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780490540,510165060346,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE CAJUN SEASONING,4.69,0.55,REJECT,0.0,"Item is seasoned (Cajun), references are unseasoned whole chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780725614,510165060347,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE FRYER CALIFORNIA BAY SSNG,4.69,0.55,REJECT,0.5,"Item is a seasoned whole chicken, while references are generic whole chickens, implying unseasoned. Prep differs.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780491639,510165060351,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE FRYER MANGO LIME SEASONING,4.69,0.55,REJECT,0.4,"Item is seasoned, references are unseasoned whole chicken, making them different product types due to preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024894500000_1780497101,510165060352,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Whole Fresh Chicken,Miller Poultry Whole,marianos,,CHICKEN WHOLE FRYER MR PIG SEASONING,4.69,0.55,REJECT,0.1,Different brand and likely different preparation (pre-seasoned vs. fresh/unseasoned).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780508425,510165060353,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE FRYER NASHVILLE HOT SSNG,4.69,0.55,REJECT,0.4,"Item is seasoned 'Nashville Hot', references are plain whole chicken. Mismatch on preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780583529,510165060355,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CHICKEN WHOLE ROSEMARY GARLIC SEASONING,4.69,0.55,REJECT,0.5,"Competitor is a seasoned whole chicken, references are unseasoned whole chickens. Prep differs.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780583529,510165060356,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CHICKEN WHOLE SAVORY STEAK SEASONING,4.69,0.55,REJECT,0.0,"Item is a seasoning, references are whole chickens. Different product types.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780490540,510165060357,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE SESAME GINGER SEASONING,4.69,0.55,REJECT,0.4,Item is seasoned whole chicken; references are unseasoned whole chicken. Preparation differs significantly.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780489726,510165060358,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,CHICKEN WHOLE SMOKEY HOT SEASONING,4.69,0.55,REJECT,0.1,"Item is a seasoning, references are whole chickens. Different product types.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780583529,510165060359,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CHICKEN WHOLE SOUTHERN BBQ SEASONING,4.69,0.55,REJECT,0.5,"Item is pre-seasoned; references are unseasoned whole chickens, differing in preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780485996,510165060360,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CHICKEN WHOLE VEG PEPPER SEASONING,4.69,0.55,REJECT,0.4,"Item is pre-seasoned, references are unseasoned whole chickens, differing in preparation.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780565509,493748660243,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,CHICKEN WINGS AL PASTOR MARINATED,7.99,0.55,REJECT,0.2,"Item is marinated, references are plain fresh chicken wings.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0075579570153_1780655327,493748660245,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kinder's® Grilled Chicken Marinade,nan,marianos,,CHICKEN WINGS CARNE ASADA MARINADE,7.99,0.55,REJECT,0.2,"Item is pre-marinated chicken wings. References are either plain fresh wings or a marinade product, not pre-marinated wings.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780725614,492885210723,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,CHICKEN WINGS MANGO LIME SEASONING,8.99,0.55,REJECT,0.2,"Competitor item is seasoned, while all references are plain fresh chicken wings.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780483041,68118968825,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,CHICKEN WINGS PREVIOUSLY FROZEN,2.49,0.55,REJECT,0.2,"Item is previously frozen, all references are fresh. These are distinct product types.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0022095800000_1780730363,492885210717,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Cajun Seasoned Chicken Thighs,Cajun Seasoned Chicken,marianos,,CHICKEN WINGS SEASONING,8.99,0.55,REJECT,0.0,"Item is a seasoning, references are seasoned meat products.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780491639,493748660237,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,CHICKEN WINGS SOUTHERN BARBECUE SSNG,8.99,0.55,REJECT,0.4,"Item is seasoned, references are unseasoned.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111096942_1780664519,68118968900,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Raw Frozen Bone In Skin On Chicken Wings,Kroger®,marianos,6.99,CKN BONES KSHR,2.49,0.55,REJECT,0.2,"Item is general 'chicken bones' and 'kosher', references are specific 'chicken wings' and not specified as kosher.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,4.5,2.8072289156626504,2,2,06062026062051
obs_marianos_1111_0027094650000_1780492535,20000000229219,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Breast,Prime Cut Chicken,marianos,4.99,CKN BRST SPLIT BI KSHR,4.99,0.55,REJECT,0.4,"Reference is too generic (Chicken Breast) to confirm specific attributes (Split, Bone-In, Kosher) and brand family does not match.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,0.0,1.0,2,2,06062026062051
obs_marianos_1111_0023094690000_1780573175,20000000229219-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,CKN BRST SPLIT BI KSHR-M,4.29,0.55,REJECT,0.1,"Item is bone-in, references are boneless skinless.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780485996,68118968899,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,CKN NECK KSHR,2.79,0.55,REJECT,0.1,"Item is chicken necks, references are whole chickens; different cuts.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111097861_1780493782,68118968910,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Frozen Raw Boneless Skinless Chicken Thighs,Kroger®,marianos,8.99,CKN THIGHS BNLS SKLS KSHR,8.99,0.55,REJECT,0.3,The item specifies 'Kosher' which is a significant preparation attribute not present in the reference items.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,0.0,1.0,2,2,06062026062051
obs_marianos_1111_0024086500000_1780478587,68118968910-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Boneless Skinless Fresh Chicken Thighs,Miller Poultry Boneless,marianos,,CKN THIGHS BNLS SKLS KSHR-M,6.99,0.55,REJECT,0.5,"Reference items are boneless skinless chicken thighs, but lack the 'Kosher' attribute present in the competitor item.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780583529,68118968901,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CKN THIGHS KSHR,4.99,0.55,REJECT,0.2,"Item is kosher chicken thighs, references are BBQ flavored chicken thighs. Preparation/flavoring differs.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0027098500000_1780490540,68118968901-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,BBQ Chicken Thighs,BBQ Chicken,marianos,,CKN THIGHS KSHR-M,4.99,0.55,REJECT,0.2,"Item is kosher chicken thighs, references are BBQ chicken thighs. Different preparations.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028131890000_1780730363,68118855738,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Sundried Tomato Chicken Breast,Sundried Tomato Chicken,marianos,,DELTA SUNRISE CHICKEN,7.99,0.55,REJECT,0.1,"Item is generic 'Chicken', references are specific 'Sundried Tomato Chicken Breast'.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313700000_1780583248,20000000210485,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Boneless Skinless Thin Sliced Chicken Breasts,nan,marianos,,DELTA SUNRISE CHICKEN BREAST SLICED,8.99,1.0,ACCEPT_LLM,1.0,"Both are sliced chicken breasts, matching form and preparation.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0002370006023_1780726852,68118855737,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Tyson Frozen Chicken Patties,Tyson Frozen,marianos,,DELTA SUNRISE CHICKEN PATTIES,6.31,0.9,ACCEPT_LLM,0.9,"Matches product type (chicken patties), form (patties), and prep (frozen). Brand family differs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0009194500145_1780655327,68118968961,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Dutch Farms® Chicken Breast Fries,Dutch Farms,marianos,,DELTA SUNRISE HALAL CHICKEN,4.49,0.55,REJECT,0.1,"Item is too generic ('HALAL CHICKEN') to match specific fully cooked, frozen chicken breast forms (fries, rings, nuggets).",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025080800000_1780583248,20000000210521,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Chicken Drumsticks,PERDUE®,marianos,,DELTA SUNRISE HALAL CHICKEN DRUMS,3.99,0.55,REJECT,0.5,"Different brand family (Delta Sunrise vs Perdue), though product form and prep are similar.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0002370016222_1780730363,20000000210578,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Tyson® Boneless Skinless Chicken Breast Tenderloins,Tyson®,marianos,,DELTA SUNRISE HALAL CHICKEN TENDERLOINS,8.29,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780494818,20000000210579,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,DS CHICKEN BREASTS BONELESS SKINLESS,7.99,1.0,ACCEPT_LLM,1.0,"Exact match in product type, form, and prep.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313650000_1780512834,68118968962,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Boneless Skinless Chicken Thighs,Heritage Farm,marianos,,DS CHICKEN THIGHS BONLESS SKINLESS,6.49,1.0,ACCEPT_LLM,1.0,"Exact match on product type, form, and prep (boneless skinless chicken thighs).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024058100000_1780565509,68118855807,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Miller Poultry Boneless Skinless Fresh Chicken Breast,Miller Poultry Boneless,marianos,,EMPIRE CHICKEN BRST SPLIT CHILL PAK KSHR,5.62,0.6,LLM_REVIEW,0.6,"Same fresh chicken breast product, but different cut (split vs boneless skinless) and brand.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025511000000_1780725614,68118968869,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Cutlets,Prime Cut,marianos,,EMPIRE CHICKEN CUTLET FR KSHR,9.26,0.55,REJECT,0.4,"Different brand and item is Kosher, reference is not specified as Kosher.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780478587,68118855777,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,EMPIRE CHICKEN LEG QTR CHILL PAK KSHR,4.99,0.55,REJECT,0.5,"Different brand and the item is Kosher, while references are not specified as Kosher.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780493782,20000000210457,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,EMPIRE CHICKEN ROASTER WH KSHR,3.59,1.0,ACCEPT_LLM,1.0,"EMPIRE CHICKEN ROASTER WH KSHR is a whole chicken, matching the reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780655327,20000000000408,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,EMPIRE CHICKEN WH KSHR,4.79,1.0,ACCEPT_LLM,1.0,"Item is a whole chicken, and all references are whole chickens. Brand and kosher are specific attributes.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0003100012613_1780730363,68118970034,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,"Banquet MEGA Bowls Chicken Fajita, Frozen Meal",Banquet MEGA Bowls,marianos,,GLATT KOSHER CHICKEN FAJITAS,10.99,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023061850000_1780478587,68118968990,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Boneless Skinless Chicken Breasts,PERDUE®,marianos,14.47,HARVESTLAND FR RNGE CKN BRST BNLS SKNLS,8.29,1.0,ACCEPT_LLM,1.0,"Exact match in brand family, form, and preparation (Free Range Boneless Skinless Chicken Breasts).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,6.1800000000000015,1.7454764776839569,2,2,06062026062051
obs_marianos_1111_0023061850000_1780478587,20000000210525,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Boneless Skinless Chicken Breasts,PERDUE®,marianos,14.47,HARVESTLAND FR RNGE CKN BRST BNLS SKNLS,7.99,1.0,ACCEPT_LLM,1.0,"Exact match in brand family, form, and preparation (Free Range Boneless Skinless Chicken Breasts).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,6.48,1.8110137672090112,2,2,06062026062051
obs_marianos_1111_0023061850000_1780508425,68118968988,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Boneless Skinless Chicken Breasts,PERDUE®,marianos,14.47,HARVESTLAND FREE RANGE CHICKEN WH FRYER,3.29,0.55,REJECT,0.2,"Item is a whole fryer chicken, references are boneless skinless chicken breasts. Brand and free-range attribute match, but cut is different.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,11.18,4.398176291793313,2,2,06062026062051
obs_marianos_1111_0025064650000_1780564717,68118968989,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Boneless Skinless Chicken Thighs,PERDUE®,marianos,8.73,HARVESTLAND FREE RANGE CKN THIGHS,6.79,0.55,REJECT,0.4,"Item is 'chicken thighs' (unspecified, likely bone-in/skin-on), references are 'boneless skinless chicken thighs'.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,1.9400000000000004,1.2857142857142858,2,2,06062026062051
obs_marianos_1111_0007496059106_1780730363,520533600080,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Boneless Skinless Chicken Tenderloins,Just Bare Brand,marianos,,JUST BARE CHICKEN TENDERS,18.78,1.0,ACCEPT_LLM,1.0,Item 'Chicken Tenders' is synonymous with 'Boneless Skinless Chicken Tenderloins' from the same brand.,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007496059667_1780497101,520533600081,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Boneless Skinless Chicken Thighs,Just Bare Brand,marianos,,JUST BARE CHICKEN THIGHS BNLS,18.83,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0002410558505_1780583529,1110729570078,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Chicken Wingettes & Drummettes 1St & 2Nd Sections,Just Bare Brand,marianos,,JUST BARE CHICKEN WINGETTES & DRUMETTES,12.99,1.0,ACCEPT_LLM,1.0,"Exact match in brand, product type, and form/prep.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0002410558505_1780497693,1110729570076,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Just Bare Brand Chicken Wingettes & Drummettes 1St & 2Nd Sections,Just Bare Brand,marianos,,JUST BARE FAM PACK CHICKEN DRUMSTICKS,6.99,0.55,REJECT,0.2,"Brand matches, but item is drumsticks while references are wingettes and drummettes.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780511064,20000000229220,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,LUBAVITCH CHICKEN WINGS KOSHER,4.99,0.55,REJECT,0.4,"Item is Kosher, references are not specified as Kosher, indicating a different preparation type.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780664519,20000000229220-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,LUBAVITCH CHICKEN WINGS KOSHER-M,4.99,0.55,REJECT,0.5,"Item specifies Kosher preparation, which is a distinct product type from generic fresh chicken wings.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111096942_1780546777,20000000210504,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Raw Frozen Bone In Skin On Chicken Wings,Kroger®,marianos,6.99,LUBAVITCH CKN BONES KSHR,4.29,0.55,REJECT,0.2,Different brand and product type (chicken bones vs. chicken wings).,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,2.7,1.6293706293706294,2,2,06062026062051
obs_marianos_1111_0025511000000_1780655327,68118968907,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Prime Cut Chicken Cutlets,Prime Cut,marianos,,LUBAVITCH CKN CUTLETS KSHR,9.99,0.55,REJECT,0.5,"Same core product (chicken cutlets) but different brand family and the item specifies Kosher, which is not indicated for the references.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0004157300274_1780655327,68118968897,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fried Chicken,Fried,marianos,,LUBAVITCH CKN FRYER WH KSHR,3.79,0.55,REJECT,0.0,"Item is raw whole chicken, references are cooked fried chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111068794_1780655327,68118968904,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Breaded Chicken Chunks,Kroger®,marianos,,LUBAVITCH CKNEGS KSHR,5.49,0.9,ACCEPT_LLM,0.9,"Competitor item 'CKNEGS' (Chicken Nuggets) is a prepared chicken product, which closely matches 'Breaded Chicken Chunks' in form and prep.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111083954_1780730363,68118968904-M,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Kroger® Chunk Chicken in Water,Kroger®,marianos,,LUBAVITCH CKNEGS KSHR-M,3.49,0.55,REJECT,0.0,Item is chicken nuggets; references are chunk chicken or seasoning.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0081011172073_1780493782,68118855735,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Wabisan Asian Foods Dumplings Chicken,Wabisan Asian Foods,marianos,,MEAL MART CHICKEN BI,8.99,0.55,REJECT,0.1,The item 'BI' is too ambiguous to match 'Dumplings'. Brands are different.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780583248,20000000210543,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,O ORGNC CHICKEN BRSTS BNLS SKLS,9.99,0.55,REJECT,0.5,"Item is organic, references are not specified as organic.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0001111031922_1780478587,20000000210542,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Simple Truth Organic® Boneless & Skinless Frozen Organic Chicken Breast Thin Sliced,Simple Truth,marianos,,O ORGNC CHICKEN BRSTS BNLS SKLS THN,10.49,1.0,ACCEPT_LLM,1.0,"All key attributes (organic, chicken breast, boneless, skinless, thin) match perfectly.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026085590000_1780583529,68118970127,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Chicken Drumsticks,Chicken,marianos,,O ORGNC CHICKEN DRUMSTICKS,4.29,0.55,REJECT,0.5,"Item is organic, but references do not specify organic.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0020890050000_1780478587,20000000210544,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Simple Truth Organic® Boneless Skinless Fresh Organic Chicken Breast Tenders,Simple Truth,marianos,,O ORGNC CHICKEN TENDERS,10.49,0.9,ACCEPT_LLM,0.9,"Both are organic boneless skinless chicken tenders, same form and prep. Different brand family, but very similar product type.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0020095850000_1780548108,68118855823,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Simple Truth Organic® Boneless & Skinless Fresh Organic Chicken Thighs,Simple Truth,marianos,,O ORGNC CHICKEN THIGHS BNLS SKLS,7.99,1.0,ACCEPT_LLM,1.0,"All references are identical and perfectly match the item's description: organic, boneless, skinless chicken thighs.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025074900000_1780478587,20000000210499,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Boneless Skinless Chicken Breasts,PERDUE®,marianos,,PERDUE CHICKEN BREAST BNLS FR,7.22,0.95,ACCEPT_LLM,0.95,"Strong match on brand, product, and boneless form. 'Skinless' is highly implied for boneless chicken breasts.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025080800000_1780726852,20000000210527,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Chicken Drumsticks,PERDUE®,marianos,,PERDUE CHICKEN LEG QTR FAMILY PK,1.99,0.55,REJECT,0.4,"Item is chicken leg quarters, references are drumsticks; different cuts of chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025093600000_1780478587,384080130946,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Boneless Skinless Chicken Breast Tenderloins,PERDUE®,marianos,,PERDUE CHICKEN TENDER BNLS SKLS,7.62,1.0,ACCEPT_LLM,1.0,"All attributes (brand, cut, form, prep) match perfectly.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025064500000_1780493782,68118970004,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Bone-In Chicken Thighs,PERDUE®,marianos,,PERDUE CHICKEN THIGH FR,3.48,1.0,ACCEPT_LLM,1.0,"Brand, product, and 'FR' (fresh) match 'Fresh Bone-In Chicken Thighs' well.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025080800000_1780583669,854035401464,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® Fresh Chicken Drumsticks,PERDUE®,marianos,,PERDUE NAE CHICKEN DRUMSTICKS VPC,2.99,0.95,ACCEPT_LLM,0.95,"Exact product type match, 'NAE' and 'VPC' are specific attributes consistent with 'Fresh Chicken Drumsticks'.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007274506830_1780548108,68118855757,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Perdue® Perfect Portions® Individually Wrapped Boneless Skinless Chicken Breast,Perdue®,marianos,8.99,PERDUE PERFECT PORT CHICKEN BREAST BNLS,11.69,1.0,ACCEPT_LLM,1.0,"Exact match in brand, product line (Perfect Portions), and product type (boneless chicken breast).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,-2.6999999999999993,0.7690333618477332,2,2,06062026062051
obs_marianos_1111_0025064650000_1780724973,3331234642,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,PERDUE® HARVESTLAND® Free Range Boneless Skinless Chicken Thighs,PERDUE®,marianos,8.73,PRD CHICKEN THIGH BNLS SKLS,6.49,0.95,ACCEPT_LLM,0.95,"Strong match on cut, preparation, and brand family (PRD likely Perdue). 'Free Range' is an attribute not present in item.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,2.24,1.3451463790446843,2,2,06062026062051
obs_marianos_1111_0028890590000_1780726852,992315030352,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,MARIANOS,marianos,,PRD OVEN STUFFER WHOLE CHICKEN,2.49,1.0,ACCEPT_LLM,1.0,"Item is a whole chicken, matching all references.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0007274562620_1780493836,3331236264,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Perdue® Shortcuts® NAE Diced Chicken Breasts,Perdue®,marianos,,PRD SHORTCUTS CHICKEN BRST GARLIC HERB,11.69,0.8,ACCEPT_LLM,0.8,"Same brand, product type, and form (shortcuts chicken breast), but different flavor profile (Garlic Herb vs. unflavored).",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0085550300607_1780489726,74936443827,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Family Farms Fresh Chicken Wrapped Breast,Family Farms Fresh,marianos,,S FARMS CHICKEN BREAST SPLIT,3.61,0.55,REJECT,0.2,Different brands and 'SPLIT' is a specific cut not specified in the generic 'Wrapped Breast'.,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0085550300607_1780478587,20000000228760,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Family Farms Fresh Chicken Wrapped Breast,Family Farms Fresh,marianos,,S FARMS CHICKEN BREAST SPLIT VPC,3.32,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028334800000_1780481031,20000000229104,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Drumsticks,Heritage Farm,marianos,,S FARMS CHICKEN DRUMSTICK VPC,2.61,0.55,REJECT,0.0,no json,llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0025313600000_1780664519,20000000000449,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Leg Quarters,Heritage Farm,marianos,,S FARMS CHICKEN LEG QUARTER VPC,2.19,0.55,REJECT,0.5,"Different brand families, though product type, form, and prep are identical.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028334750000_1780493782,20000000229105,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Heritage Farm® Bone In Skin On Chicken Thighs,Heritage Farm,marianos,,S FARMS CHICKEN THIGH BI VPC,2.61,0.9,ACCEPT_LLM,0.9,"Same product (chicken thigh), same form (bone-in), similar brand family (store/generic farm), likely same skin status. VPC is a packaging detail.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780485996,455817610179,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,S FARMS CHICKEN WHOLE,1.92,1.0,ACCEPT_LLM,1.0,"Item is a whole chicken, matching the generic 'Whole Chicken' reference.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780511064,74936443821,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,S FARMS CHICKEN WING,4.82,0.9,ACCEPT_LLM,0.9,"Item implies raw, bone-in chicken wings. References 3, 4, 5 are fresh, bone-in wings. References 1, 2 are boneless and sauced.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780573175,781308,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,S SEL CHICKEN BREAST BNLS SKLS VPC,4.99,1.0,ACCEPT_LLM,1.0,All references are identical and perfectly match the core product type (boneless skinless chicken breast).,llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0024058150000_1780493782,4034285,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Simple Truth® Natural Boneless & Skinless Fresh Chicken Breast Tenders,Simple Truth,marianos,,S SEL CHICKEN BRST TENDERS BNLS VPC,5.99,0.55,REJECT,0.5,"Different brand families (Signature Select vs Simple Truth), though product form and prep are identical.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780511064,783006,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,S SEL CHICKEN WINGS VPC,4.31,0.9,ACCEPT_LLM,0.9,"Item is fresh chicken wings, likely a value pack, matching the reference product type and form.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0023094690000_1780478587,68118970091,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Boneless Skinless Chicken Breast,Boneless Skinless Chicken,marianos,,SF CHICKEN BREAST TENDER BNLS SKLS,6.01,0.55,REJECT,0.5,"Item specifies 'tender' (tenderloin cut), references are general chicken breast.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0026077540000_1780483041,20000000210498,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Fresh Chicken Wings,Fresh Chicken,marianos,,SF CHICKEN WINGETTES,5.31,0.75,LLM_REVIEW,0.75,"Item specifies 'Wingettes' (flats), while reference is general 'Wings'. Close but not exact same form.",llm_rerank,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051
obs_marianos_1111_0028890590000_1780583529,20000000193151,AJWL07,REFRIGERATED CHICKEN,refrigerated_chicken,NCRC,Whole Chicken,nan,marianos,,SHOR HABOR CHICKEN QTRED GLATT KSHR,4.49,0.55,REJECT,0.2,"Item is quartered chicken, references are whole chicken.",llm_no_pick,2026-06-06,2026-06-06 09:11:17.235115+00:00,,,2,2,06062026062051