id stringlengths 21 21 | kind stringclasses 3
values | options listlengths 2 6 | target listlengths 2 6 | state stringlengths 170 241 | question stringclasses 7
values | domain stringclasses 1
value | family stringclasses 1
value | source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|
v3_50d5550081c215f6_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.94,
0,
0.01,
0.05
] | A merchandising slot violates the promo exclusion list; additionally is from the wish list saved last week. Context: for this user profile, while legacy systems are still active. Reported by the on-call engineer. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_4b3d99c2f1c58b21_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.11,
0.23,
0.2,
0.34,
0.1,
0.02
] | A product suggestion has 4.8 stars across 12,000 reviews; additionally complements the previous purchase. Context: under the compliance filter, while legacy systems are still active. Reported by the on-call engineer. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_436112593617d1f5_n | noul | [
"false",
"true"
] | [
0.44,
0.56
] | A merchandising slot was returned by this user 2 months ago; additionally complements the previous purchase. Context: for this user profile, following a recent audit. Reported by the monitoring system. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_50d5550081c215f6_n | noul | [
"false",
"true"
] | [
0.21,
0.79
] | A merchandising slot violates the promo exclusion list; additionally is from the wish list saved last week. Context: for this user profile, while legacy systems are still active. Reported by the on-call engineer. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_1dcc8542765b6211_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.9,
0,
0,
0.1
] | A course suggestion violates the promo exclusion list; additionally is age-restricted for this account. Context: for this user profile, as part of a compliance sweep. Reported by the automated check. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_c9d84ffdf8573370_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.03,
0.04,
0.08,
0.48,
0.36,
0.01
] | A product suggestion complements the previous purchase; additionally is age-restricted for this account. Context: at this price point, following a recent audit. Reported by the supervisor. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_63d0b562719e6977_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.0202,
0.0303,
0.101,
0.5657,
0.2727,
0.0101
] | A course suggestion is the top seller but out of stock; additionally violates the promo exclusion list. Context: for this user profile, with staffing at reduced levels. Reported by the supervisor. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_6a1f2f8d4069ce78_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.01,
0.11,
0.68,
0.2
] | A merchandising slot violates the promo exclusion list; additionally is the top seller but out of stock. Context: at this price point, during the quarterly review. Reported by the operator. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_b58cad5901fdd20e_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.01,
0,
0.12,
0.87
] | A merchandising slot has 4.8 stars across 12,000 reviews; additionally violates the promo exclusion list. Context: for this user profile, with staffing at reduced levels. Reported by the automated check. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_d5bb5d014e787cc8_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.09,
0.34,
0.19,
0.32,
0.05,
0.01
] | A merchandising slot was returned by this user 2 months ago; additionally was explicitly filtered out by preference settings. Context: under the compliance filter, immediately after go-live. Reported by the monitoring system. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_9a8cfa8ac674baf8_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.65,
0.03,
0.21,
0.11
] | A content recommendation is the only available option; additionally has 4.8 stars across 12,000 reviews. Context: in the seasonal campaign, during the quarterly review. Reported by the review queue. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_d8a7ff0fc73d2427_n | noul | [
"false",
"true"
] | [
0.57,
0.43
] | A merchandising slot is the only available option; additionally is from the wish list saved last week. Context: in the seasonal campaign, shortly after a software update. Reported by the operator. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_96407d68b5ed5abd_n | noul | [
"false",
"true"
] | [
0.4,
0.6
] | A content recommendation is from the wish list saved last week; additionally violates the promo exclusion list. Context: in the seasonal campaign, with staffing at reduced levels. Reported by the monitoring system. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_5cff7965a9b63023_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.07,
0.38,
0.21,
0.29,
0.04,
0.01
] | A course suggestion is age-restricted for this account; additionally complements the previous purchase. Context: in the seasonal campaign, as part of a compliance sweep. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_bbd0888ff893cd33_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.01,
0.03,
0.08,
0.74,
0.14,
0
] | A product suggestion was returned by this user 2 months ago; additionally is age-restricted for this account. Context: at this price point, with a new vendor onboarded. Reported by the review queue. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_0313959c50ea8b6b_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.12,
0.04,
0.53,
0.31
] | A product suggestion was returned by this user 2 months ago; additionally has 4.8 stars across 12,000 reviews. Context: under the compliance filter, under an active deadline. Reported by the operator. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_18adb51909fab0f4_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.2,
0.5,
0.14,
0.13,
0.02,
0.01
] | A product suggestion is the only available option; additionally matches the stated budget and size. Context: for this user profile, during the morning shift. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_5e3b4fdfdf81c1e3_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.01,
0,
0.1,
0.89
] | A product suggestion violates the promo exclusion list; additionally was returned by this user 2 months ago. Context: under the compliance filter, during normal operations. Reported by the monitoring system. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_5db134924fc7f65a_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0,
0,
0.07,
0.93
] | A course suggestion is age-restricted for this account; additionally violates the promo exclusion list. Context: for this user profile, at the end of the fiscal period. Reported by the monitoring system. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_88012387f1efbb8e_n | noul | [
"false",
"true"
] | [
0.26,
0.74
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally matches the stated budget and size. Context: in the seasonal campaign, at the end of the fiscal period. Reported by the monitoring system. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_67f5f1bbe8c2e9eb_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.72,
0.13,
0.11,
0.04
] | A merchandising slot complements the previous purchase; additionally has 4.8 stars across 12,000 reviews. Context: in the seasonal campaign, with staffing at reduced levels. Reported by the supervisor. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_ee23aca8600ef282_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.07,
0.08,
0.17,
0.58,
0.1,
0
] | A course suggestion is from the wish list saved last week; additionally is age-restricted for this account. Context: at this price point, with a new vendor onboarded. Reported by the review queue. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_3fa70d07f77b0bf4_n | noul | [
"false",
"true"
] | [
0.46,
0.54
] | A course suggestion was returned by this user 2 months ago; additionally was explicitly filtered out by preference settings. Context: in the seasonal campaign, shortly after a software update. Reported by the supervisor. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_767ace0a1cef6a9d_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.07,
0.14,
0.26,
0.4,
0.12,
0.01
] | A merchandising slot complements the previous purchase; additionally is age-restricted for this account. Context: in the seasonal campaign, during the holiday freeze. Reported by the on-call engineer. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_ef98e048abd75e6e_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.48,
0.01,
0.2,
0.31
] | A merchandising slot was returned by this user 2 months ago; additionally violates the promo exclusion list. Context: for this user profile, during the holiday freeze. Reported by the operator. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_2bac728451f6cf3d_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0,
0,
0.02,
0.98
] | A merchandising slot was returned by this user 2 months ago; additionally violates the promo exclusion list. Context: in the seasonal campaign, under reduced staffing. Reported by the supervisor. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_f68f362244b0cc59_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.04,
0.06,
0.14,
0.67,
0.09,
0
] | A course suggestion violates the promo exclusion list; additionally is age-restricted for this account. Context: under the compliance filter, during the morning shift. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_7a965aea29f69cb3_n | noul | [
"false",
"true"
] | [
0.53,
0.47
] | A product suggestion violates the promo exclusion list; additionally has 4.8 stars across 12,000 reviews. Context: for this user profile, during the holiday freeze. Reported by the supervisor. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_8ec03e5bf5d3f13b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.08,
0.06,
0.08,
0.25,
0.4,
0.13
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally is the only available option. Context: at this price point, during peak load. Reported by the on-call engineer. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_478fca50516f0b11_n | noul | [
"false",
"true"
] | [
0.39,
0.61
] | A course suggestion is age-restricted for this account; additionally was returned by this user 2 months ago. Context: at this price point, during normal operations. Reported by the review queue. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_6959b72b6634f109_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.58,
0.01,
0.35,
0.06
] | A merchandising slot matches the stated budget and size; additionally is age-restricted for this account. Context: at this price point, under an active deadline. Reported by the review queue. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_3f3c56eb9e21f955_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.03,
0.06,
0.11,
0.46,
0.3,
0.04
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally is age-restricted for this account. Context: for this user profile, mid-incident. Reported by the review queue. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_93c2ab1f50074808_n | noul | [
"false",
"true"
] | [
0.32,
0.68
] | A product suggestion violates the promo exclusion list; additionally is from the wish list saved last week. Context: at this price point, during normal operations. Reported by the automated check. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_051cdedf1b0a4d0e_n | noul | [
"false",
"true"
] | [
0.53,
0.47
] | A product suggestion is the only available option; additionally was explicitly filtered out by preference settings. Context: for this user profile, during the morning shift. Reported by the operator. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_48f84996928a42b5_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.02,
0.09,
0.31,
0.46,
0.11,
0.01
] | A merchandising slot was explicitly filtered out by preference settings; additionally is the only available option. Context: for this user profile, shortly after a software update. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_81d22050ca4e9273_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.22,
0.34,
0.17,
0.25,
0.02,
0
] | A merchandising slot is from the wish list saved last week; additionally is the top seller but out of stock. Context: for this user profile, while on-call rotation changed. Reported by the operator. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_81f7736fcc7b7891_n | noul | [
"false",
"true"
] | [
0.59,
0.41
] | A content recommendation is age-restricted for this account; additionally complements the previous purchase. Context: in the seasonal campaign, mid-incident. Reported by the on-call engineer. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_3bf6d9fb50e7a90f_n | noul | [
"false",
"true"
] | [
0.56,
0.44
] | A merchandising slot was returned by this user 2 months ago; additionally is from the wish list saved last week. Context: at this price point, with a new vendor onboarded. Reported by the review queue. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_afc008bf748885d2_n | noul | [
"false",
"true"
] | [
0.1,
0.9
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally was explicitly filtered out by preference settings. Context: for this user profile, during normal operations. Reported by the operator. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_68b4805ae556613e_n | noul | [
"false",
"true"
] | [
0.38,
0.62
] | A content recommendation matches the stated budget and size; additionally is the only available option. Context: under the compliance filter, with staffing at reduced levels. Reported by the supervisor. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_7778cb4cfa69bf43_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.06,
0.07,
0.13,
0.55,
0.18,
0.01
] | A product suggestion was explicitly filtered out by preference settings; additionally violates the promo exclusion list. Context: for this user profile, while on-call rotation changed. Reported by the review queue. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_b16ba358163ef9b3_n | noul | [
"false",
"true"
] | [
0.69,
0.31
] | A merchandising slot was returned by this user 2 months ago; additionally violates the promo exclusion list. Context: in the seasonal campaign, during normal operations. Reported by the monitoring system. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_5335c668e19db3f8_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.46,
0.11,
0.28,
0.15
] | A content recommendation complements the previous purchase; additionally is the only available option. Context: under the compliance filter, during the system migration. Reported by the operator. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_bbcd8fd4b6bdfebb_n | noul | [
"false",
"true"
] | [
0.56,
0.44
] | A merchandising slot is the top seller but out of stock; additionally complements the previous purchase. Context: for this user profile, during the system migration. Reported by the review queue. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_cff141f32868bafe_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.74,
0.01,
0.02,
0.23
] | A course suggestion was returned by this user 2 months ago; additionally was explicitly filtered out by preference settings. Context: under the compliance filter, under reduced staffing. Reported by the review queue. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_0c9c0b8d11aa04ba_n | noul | [
"false",
"true"
] | [
0.24,
0.76
] | A course suggestion was explicitly filtered out by preference settings; additionally violates the promo exclusion list. Context: at this price point, during peak load. Reported by the on-call engineer. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_c588854d633fd5af_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.36,
0.51,
0.06,
0.07
] | A content recommendation has 4.8 stars across 12,000 reviews; additionally matches the stated budget and size. Context: in the seasonal campaign, during the holiday freeze. Reported by the on-call engineer. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_c403d377c091b418_n | noul | [
"false",
"true"
] | [
0.68,
0.32
] | A course suggestion complements the previous purchase; additionally is the only available option. Context: under the compliance filter, while on-call rotation changed. Reported by the on-call engineer. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_629c39ef40c35c56_n | noul | [
"false",
"true"
] | [
0.68,
0.32
] | A merchandising slot is from the wish list saved last week; additionally violates the promo exclusion list. Context: at this price point, shortly after a software update. Reported by the supervisor. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_4c97578b07130c55_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.21,
0.31,
0.14,
0.26,
0.06,
0.02
] | A course suggestion matches the stated budget and size; additionally has 4.8 stars across 12,000 reviews. Context: for this user profile, with a new vendor onboarded. Reported by the automated check. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_7a4a58be6f4a3017_n | noul | [
"false",
"true"
] | [
0.43,
0.57
] | A merchandising slot was returned by this user 2 months ago; additionally violates the promo exclusion list. Context: at this price point, with a new vendor onboarded. Reported by the automated check. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_f24d98a72b202048_n | noul | [
"false",
"true"
] | [
0.16,
0.84
] | A merchandising slot was explicitly filtered out by preference settings; additionally is from the wish list saved last week. Context: in the seasonal campaign, with staffing at reduced levels. Reported by the supervisor. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_5ff0f239f967d81b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.1,
0.18,
0.27,
0.37,
0.07,
0.01
] | A course suggestion complements the previous purchase; additionally is age-restricted for this account. Context: for this user profile, while legacy systems are still active. Reported by the monitoring system. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_055418a8d93a15de_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.05,
0.07,
0.14,
0.47,
0.25,
0.02
] | A merchandising slot is age-restricted for this account; additionally complements the previous purchase. Context: under the compliance filter, mid-incident. Reported by the monitoring system. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_04559014cfaf72fe_n | noul | [
"false",
"true"
] | [
0.84,
0.16
] | A merchandising slot has 4.8 stars across 12,000 reviews; additionally was explicitly filtered out by preference settings. Context: at this price point, following a recent audit. Reported by the operator. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_a9f77437e41f4bcd_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.2,
0.12,
0.52,
0.16
] | A merchandising slot was returned by this user 2 months ago; additionally has 4.8 stars across 12,000 reviews. Context: under the compliance filter, at the end of the fiscal period. Reported by the supervisor. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_fdb85c5d6d563487_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.13,
0.18,
0.14,
0.43,
0.11,
0.01
] | A content recommendation is from the wish list saved last week; additionally has 4.8 stars across 12,000 reviews. Context: under the compliance filter, with a new vendor onboarded. Reported by the supervisor. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_600d4f8228a461e9_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.02,
0.06,
0.11,
0.46,
0.33,
0.02
] | A merchandising slot is the top seller but out of stock; additionally was explicitly filtered out by preference settings. Context: in the seasonal campaign, following a recent audit. Reported by the on-call engineer. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_9b3582ca9bf280b7_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.02,
0.62,
0.25,
0.11
] | A course suggestion is the top seller but out of stock; additionally has 4.8 stars across 12,000 reviews. Context: at this price point, as part of a compliance sweep. Reported by the review queue. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_44f31d001e6f0364_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.01,
0,
0.51,
0.48
] | A product suggestion has 4.8 stars across 12,000 reviews; additionally is age-restricted for this account. Context: under the compliance filter, following a recent audit. Reported by the supervisor. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_7a965aea29f69cb3_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.05,
0.04,
0.1,
0.39,
0.4,
0.02
] | A product suggestion violates the promo exclusion list; additionally has 4.8 stars across 12,000 reviews. Context: for this user profile, during the holiday freeze. Reported by the supervisor. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_6ff071ffdfb37b5d_n | noul | [
"false",
"true"
] | [
0.78,
0.22
] | A merchandising slot complements the previous purchase; additionally is from the wish list saved last week. Context: for this user profile, during a scheduled maintenance window. Reported by the automated check. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_9bae4df56fdcc0b2_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.24,
0.14,
0.16,
0.37,
0.08,
0.01
] | A course suggestion violates the promo exclusion list; additionally was explicitly filtered out by preference settings. Context: in the seasonal campaign, during the quarterly review. Reported by the monitoring system. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_e5ae403fb4ce4ec8_n | noul | [
"false",
"true"
] | [
0.71,
0.29
] | A content recommendation is the only available option; additionally is from the wish list saved last week. Context: at this price point, during a scheduled maintenance window. Reported by the monitoring system. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_8ddb87eb1a49dd49_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.01,
0.06,
0.18,
0.36,
0.35,
0.04
] | A merchandising slot matches the stated budget and size; additionally is the top seller but out of stock. Context: for this user profile, immediately after go-live. Reported by the supervisor. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_a5ddc22a21349603_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.1,
0.47,
0.07,
0.36
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally violates the promo exclusion list. Context: in the seasonal campaign, while on-call rotation changed. Reported by the operator. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_dc8315b20d740699_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.01,
0,
0.27,
0.72
] | A content recommendation was explicitly filtered out by preference settings; additionally is age-restricted for this account. Context: for this user profile, as part of a compliance sweep. Reported by the operator. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_33f428020e9f172d_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.81,
0.02,
0.09,
0.08
] | A content recommendation violates the promo exclusion list; additionally was explicitly filtered out by preference settings. Context: in the seasonal campaign, during a scheduled maintenance window. Reported by the review queue. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_f15018d6c72603bf_n | noul | [
"false",
"true"
] | [
0.8,
0.2
] | A content recommendation complements the previous purchase; additionally has 4.8 stars across 12,000 reviews. Context: under the compliance filter, with a new vendor onboarded. Reported by the operator. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_7516a491fd7bf725_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.12,
0.24,
0.23,
0.35,
0.06,
0
] | A content recommendation was returned by this user 2 months ago; additionally is the top seller but out of stock. Context: under the compliance filter, shortly after a software update. Reported by the on-call engineer. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_6de6a591fd2c1486_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.29,
0.38,
0.1,
0.2,
0.02,
0.01
] | A content recommendation is from the wish list saved last week; additionally matches the stated budget and size. Context: under the compliance filter, while legacy systems are still active. Reported by the operator. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_130f5960985d1121_n | noul | [
"false",
"true"
] | [
0.82,
0.18
] | A product suggestion was returned by this user 2 months ago; additionally is the top seller but out of stock. Context: at this price point, during a scheduled maintenance window. Reported by the automated check. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_fe2401d965691b59_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.35,
0.01,
0.54,
0.1
] | A product suggestion matches the stated budget and size; additionally is the only available option. Context: at this price point, under an active deadline. Reported by the on-call engineer. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_9a7dd0060ecd0dd9_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.08,
0.22,
0.2,
0.38,
0.1,
0.02
] | A course suggestion complements the previous purchase; additionally is the top seller but out of stock. Context: at this price point, immediately after go-live. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_ee2f69770136493e_n | noul | [
"false",
"true"
] | [
0.56,
0.44
] | A content recommendation is the only available option; additionally is the top seller but out of stock. Context: at this price point, during an external partner integration. Reported by the review queue. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_523cae6c9a254976_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.06,
0.03,
0.67,
0.24
] | A content recommendation has 4.8 stars across 12,000 reviews; additionally was returned by this user 2 months ago. Context: in the seasonal campaign, during the system migration. Reported by the operator. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_dae1e9aec27b618b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.08,
0.12,
0.32,
0.36,
0.11,
0.01
] | A content recommendation has 4.8 stars across 12,000 reviews; additionally was explicitly filtered out by preference settings. Context: at this price point, while legacy systems are still active. Reported by the supervisor. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_32e2303168bf558e_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.05,
0.07,
0.15,
0.63,
0.1,
0
] | A content recommendation is age-restricted for this account; additionally was returned by this user 2 months ago. Context: for this user profile, while on-call rotation changed. Reported by the supervisor. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_f3b2780e637ad24a_n | noul | [
"false",
"true"
] | [
0.74,
0.26
] | A course suggestion is the top seller but out of stock; additionally complements the previous purchase. Context: for this user profile, shortly after a software update. Reported by the operator. | Is this scenario one where: this violates a user preference? | recommendation_fit | knowledge | yuri_v3 |
v3_f1ce691648da5de0_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0,
0,
0.04,
0.96
] | A content recommendation violates the promo exclusion list; additionally matches the stated budget and size. Context: in the seasonal campaign, during an external partner integration. Reported by the on-call engineer. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_70d36a31935f7ac6_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.99,
0,
0,
0.01
] | A merchandising slot matches the stated budget and size; additionally is from the wish list saved last week. Context: in the seasonal campaign, under an active deadline. Reported by the supervisor. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_0d99928148646f83_n | noul | [
"false",
"true"
] | [
0.34,
0.66
] | A product suggestion is age-restricted for this account; additionally was returned by this user 2 months ago. Context: at this price point, during a scheduled maintenance window. Reported by the review queue. | Is this scenario one where: the ranking is justified? | recommendation_fit | knowledge | yuri_v3 |
v3_3b374a0efd15f705_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.05,
0.03,
0.07,
0.54,
0.3,
0.01
] | A content recommendation violates the promo exclusion list; additionally is age-restricted for this account. Context: in the seasonal campaign, at the end of the fiscal period. Reported by the on-call engineer. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_bb47716dfe4de438_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.67,
0.02,
0.11,
0.2
] | A product suggestion violates the promo exclusion list; additionally is age-restricted for this account. Context: at this price point, shortly after a software update. Reported by the supervisor. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_d271d88a9a66b03c_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.31,
0.2,
0.06,
0.43
] | A product suggestion has 4.8 stars across 12,000 reviews; additionally violates the promo exclusion list. Context: for this user profile, with staffing at reduced levels. Reported by the operator. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_e3c4fc22be5392b1_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0,
0,
0.12,
0.88
] | A course suggestion was explicitly filtered out by preference settings; additionally is from the wish list saved last week. Context: for this user profile, during peak load. Reported by the on-call engineer. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_9e0927fed546346d_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.02,
0.04,
0.12,
0.64,
0.18,
0
] | A merchandising slot is the top seller but out of stock; additionally was returned by this user 2 months ago. Context: under the compliance filter, while on-call rotation changed. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_baf09dbd6ea10443_n | noul | [
"false",
"true"
] | [
0.92,
0.08
] | A product suggestion was explicitly filtered out by preference settings; additionally is the top seller but out of stock. Context: under the compliance filter, immediately after go-live. Reported by the supervisor. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_b385213272680537_n | noul | [
"false",
"true"
] | [
0.95,
0.05
] | A merchandising slot was explicitly filtered out by preference settings; additionally violates the promo exclusion list. Context: for this user profile, during peak load. Reported by the operator. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_ecf3036ae5359a3a_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.68,
0.15,
0.11,
0.06
] | A merchandising slot complements the previous purchase; additionally matches the stated budget and size. Context: for this user profile, immediately after go-live. Reported by the on-call engineer. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_d63f64854fa1343a_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.08,
0.05,
0.65,
0.22
] | A merchandising slot is the only available option; additionally violates the promo exclusion list. Context: at this price point, under an active deadline. Reported by the automated check. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_f53b1a25534e36af_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.11,
0.31,
0.26,
0.27,
0.04,
0.01
] | A content recommendation is the only available option; additionally was explicitly filtered out by preference settings. Context: in the seasonal campaign, with staffing at reduced levels. Reported by the operator. | Rate business value for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_54276bc2a9adbd7b_n | noul | [
"false",
"true"
] | [
0.63,
0.37
] | A course suggestion is the top seller but out of stock; additionally matches the stated budget and size. Context: under the compliance filter, under reduced staffing. Reported by the operator. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_1e357302451084bc_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.88,
0,
0.12,
0
] | A product suggestion is age-restricted for this account; additionally is from the wish list saved last week. Context: at this price point, under an active deadline. Reported by the on-call engineer. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_4ca6454b667c941e_c | choice | [
"personalized",
"trending",
"inventory_clearance",
"editorial"
] | [
0.95,
0,
0,
0.05
] | A course suggestion was explicitly filtered out by preference settings; additionally was returned by this user 2 months ago. Context: under the compliance filter, during an external partner integration. Reported by the review queue. | Recommendation type for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_daebe8671a2a9e86_n | noul | [
"false",
"true"
] | [
0.79,
0.21
] | A merchandising slot is the top seller but out of stock; additionally violates the promo exclusion list. Context: at this price point, while on-call rotation changed. Reported by the review queue. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
v3_bb7bf3dc7770ba3c_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.16,
0.31,
0.3,
0.19,
0.03,
0.01
] | A merchandising slot is age-restricted for this account; additionally matches the stated budget and size. Context: in the seasonal campaign, as part of a compliance sweep. Reported by the on-call engineer. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_a5ddc22a21349603_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.04,
0.04,
0.13,
0.46,
0.32,
0.01
] | A course suggestion has 4.8 stars across 12,000 reviews; additionally violates the promo exclusion list. Context: in the seasonal campaign, while on-call rotation changed. Reported by the operator. | Rate user fit for this scenario on a 0-5 scale. | recommendation_fit | knowledge | yuri_v3 |
v3_6d9d6693d762ad15_c | choice | [
"top_slot",
"second",
"suppressed",
"excluded"
] | [
0.57,
0.12,
0.21,
0.1
] | A product suggestion complements the previous purchase; additionally is the only available option. Context: for this user profile, at the end of the fiscal period. Reported by the supervisor. | Rank position for this scenario. | recommendation_fit | knowledge | yuri_v3 |
v3_276f549098b74bbf_n | noul | [
"false",
"true"
] | [
0.31,
0.69
] | A course suggestion matches the stated budget and size; additionally is from the wish list saved last week. Context: for this user profile, while on-call rotation changed. Reported by the monitoring system. | Is this scenario one where: this recommendation is appropriate? | recommendation_fit | knowledge | yuri_v3 |
End of preview. Expand in Data Studio
JEV corpus - recommendation_fit
9,672 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: recommendation_fit).
Each row is one typed decision: kind (noul / choice / score), a state, a question, options, and a target probability distribution over the options.
Part of the per-domain split of SargeDev/jev-distill-corpus-v3 - the full corpus in one repo.
Domains:
- Downloads last month
- 14