PACE: Towards Surfacing Hidden Conflicts in User Requests
Paper • 2609.03293 • Published • 8
case_id stringclasses 185
values | window_start stringclasses 161
values | ref_date stringclasses 161
values | window_end stringclasses 161
values | doc_id stringlengths 10 15 | text stringlengths 14 216 | situation_type stringclasses 3
values | label stringclasses 2
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|---|---|---|---|---|---|---|---|---|
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c005__d16__D-02 | The message from Daniel Harper's friend included a jazz club recommendation. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c010__d08__D-02 | On August 20, 2026, Daniel Harper saved a note about checking conditions before heading west. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c014__d18__D-01 | Daniel Harper usually holds his Friday jazz sessions at home. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c027__d10__D-01 | Daniel Harper usually has some flexibility after work on weekdays for small errands around his neighborhood. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d07__D-03 | Daniel Harper has been comparing a portable phone mount this month. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c027__d08__D-01 | Daniel Harper has a saved reminder in his phone about combining errands with a coffee stop. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d17__D-03 | Daniel Harper kept the project calendar in Notion. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c005__d19__D-01 | Daniel Harper usually has dinner, listens to some music, and starts the next morning early on Thursday-to-Friday transitions. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c009__d16__D-01 | Daniel Harper usually prefers to handle errands after work. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c022__d05__D-01 | Daniel Harper usually manages seasonal allergies with a morning cetirizine routine when the weather starts to bother him. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d15__D-01 | A colleague from Daniel Harper's old Cisco circles mentioned a downtown lunch spot. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d05__D-01 | On August 21, 2026, Daniel Harper had a reminder about a downtown lunch spot he had bookmarked months earlier. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c027__d12__D-02 | Daniel Harper’s saved places are mostly standard supermarkets. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c003__d06__D-02 | Michael Chen is based in downtown Denver. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d16__D-02 | Daniel Harper stored the dinner reservation as a shared plan with Daniel Harper’s partner. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c018__d05__D-01 | Daniel Harper has a general reminder on his calendar to contact Michael Chen sometime during the week of 2026-08-20. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d12__D-01 | Daniel Harper often checks weather and mountain conditions before weekend recreation. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d01__D-01 | Daniel Harper kept a note on Thursday, August 20, 2026 about a casual nine-hole golf idea in the foothills. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d20__D-02 | Daniel Harper's folder of casual outing ideas included several restaurant entries. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c014__d06__D-03 | Daniel Harper treated the dinner ideas list as a backup option for nights when he did not want to cook much from scratch. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c006__d02__D-02 | Daniel Harper often checks the mountain forecast when deciding whether to drive toward Keystone or Breckenridge. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c026__d03__D-02 | Daniel Harper's Notion reminder included a Friday afternoon errand list. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c024__d15__D-01 | On August 22, 2026, Daniel Harper checked a couple of weather apps. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d03__D-01 | Daniel Harper bookmarked a downtown jazz bar earlier in the week. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c012__d12__D-04 | The package pickup notice in Daniel Harper’s building was not associated with any special access change. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d11__D-01 | Daniel Harper saved the address of a small Thai takeout place near his apartment in early August 2026. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d08__D-02 | Daniel Harper kept a note about Michael Chen's meal preference. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c002__d16__D-02 | Daniel Harper knows the downtown Denver area well from his own work life and former Cisco circles. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c026__d17__D-01 | Daniel Harper sometimes prefers transit when he wants to avoid downtown parking. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c027__d13__D-02 | Daniel Harper usually does not like combining multiple long tasks into the same day. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d12__D-03 | Daniel Harper had only a general reminder to compare models later in August 2026. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c022__d08__D-02 | Daniel Harper and Daniel Harper's partner usually run errands in their neighborhood. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d16__D-02 | Daniel Harper likes having easy access to his parked car without searching for street parking. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c001__d07__D-04 | Daniel Harper knows that Michael Chen tends to be organized about travel time. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c002__d17__D-04 | Daniel Harper and his partner's conversations are usually centered on ordinary errands. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c007__d01__D-01 | Daniel Harper keeps notes in Notion about neighborhood dinner spots in Highlands and LoHi. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d07__D-03 | Daniel Harper recently saw a general notice about a weekend festival elsewhere in the city. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c007__d20__D-02 | Daniel Harper has a reminder to clear the coffee table before the weekend of 2026-08-22 to 2026-08-23. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c009__d16__D-02 | Daniel Harper often wants enough time to look around without rushing when he handles errands. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d15__D-02 | Daniel Harper was tracking a new cloud infrastructure project in broad terms. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c015__d02__D-03 | Daniel Harper described the Friday evening plan for 2026-08-21 as a normal night at home. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c019__d19__D-01 | Daniel Harper saved a note about checking the weather for outdoor plans. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c005__d02__D-02 | On Thursday, August 20, 2026, Daniel Harper added a note to the Apple Maps entry for the downtown jazz venue. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c009__d14__D-01 | Daniel Harper tends to prefer vehicles with clear maintenance records. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d16__D-02 | Daniel Harper wanted to keep the tire pressure in his RAV4 Hybrid checked before the next long drive. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c024__d16__D-01 | Daniel Harper has a habit of pairing car trips with a simple coffee stop when that feels convenient. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c008__d14__D-04 | Daniel Harper and Michael Chen were in a casual catch-up message thread on August 20, 2026. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c015__d01__D-03 | On 2026-08-20, Daniel Harper tagged the Notion note for a future Friday listening session at home. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c007__d06__D-01 | Daniel Harper has a recurring Friday habit of winding down with music after the workweek. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c010__d01__D-01 | On Thursday, August 20, 2026, Daniel Harper saved a Notion note about a café near his Highlands apartment. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c008__d11__D-03 | By August 20, 2026, Daniel Harper had not reserved any of the downtown Denver restaurants saved in his phone. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c012__d11__D-02 | On 2026-08-20, Daniel Harper saved the downtown lunch spot for reference. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d12__D-02 | Michael Chen usually prefers routine plans when he is free. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c001__d19__D-02 | Daniel Harper has occasionally met people in downtown Denver for lunch during the workweek. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c003__d09__D-02 | Daniel Harper usually uses his Pro-Ject turntable for the Friday evening jazz listening session at home. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d12__D-01 | Daniel Harper recently looked at a local dealership's inventory of practical SUVs. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c008__d02__D-03 | Daniel Harper's Notion note did not include a specific time or place. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c012__d14__D-03 | Daniel Harper's note about the burger-and-fries idea was for an easy dinner he enjoys. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d01__D-03 | Daniel Harper did not attach any driving time to the note saved on 2026-08-20. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d02__D-04 | Daniel Harper added a reminder in Notion to clean the needle before 2026-08-31. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c002__d03__D-03 | Daniel Harper kept the café note in Notion for later use. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c013__d12__D-05 | Daniel Harper and Daniel Harper’s partner usually coordinate evening plans through text. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c019__d18__D-01 | Daniel Harper sometimes looks up riverfront parks. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d05__D-03 | Daniel Harper's August 19, 2026 note about the memory-foam seat cushion did not tie the cushion to any specific trip. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c002__d01__D-03 | On 2026-08-20, Daniel Harper saved a reminder to keep future meetups low-key. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c018__d16__D-02 | Daniel and Michael previously had Cisco-related work circles. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c015__d11__D-02 | Daniel Harper especially enjoys music after the workday ends. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d10__D-02 | Daniel Harper’s road-trip comfort-item notes include snacks. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c005__G-02 | August 21, 2026 is a Friday. | temporal | conflict | gold |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c015__d13__D-02 | Daniel’s partner knows that Daniel likes spending some Friday evenings at home with music instead of going out. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d12__D-02 | Daniel Harper was considering reliability and low maintenance. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d18__D-04 | Daniel Harper and his partner did not set a fixed meeting time for the lunch idea. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d19__D-01 | Daniel Harper picked up a general brochure from a nearby car dealership earlier in August 2026. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c024__G-03 | Trail maintenance is affecting trails farther away from Daniel Harper's neighborhood during the week of 2026-08-20. | state | non_conflict | gold |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c006__d06__D-01 | Daniel Harper has an Apple Watch reminder for his usual Wednesday morning gym habit. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c027__d02__D-01 | Daniel Harper’s Apple Maps history from mid-August includes searches for coffee shops near Highlands and downtown Denver. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c017__d10__D-03 | Daniel Harper prefers diner-style coffee. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d08__D-02 | Daniel's Notion page contained practical notes about car service options, rideshare pickup points, and a coffee place near Daniel's apartment. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c001__d05__D-02 | Daniel Harper’s 2024 Toyota RAV4 Hybrid was recently topped off. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d17__D-03 | The Saturday outing mentioned in Daniel Harper's message did not have details finalized. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c013__d04__D-03 | On Friday, August 21, 2026, Daniel Harper planned to have a simple dinner. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c021__d20__D-03 | On 2026-08-20, Daniel Harper glanced at a mountain weather forecast. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c002__d05__D-03 | Daniel Harper set aside time during the week of 2026-08-20 to review service histories. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d09__D-02 | Daniel Harper has used rideshares to avoid bringing a RAV4 into crowded areas. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c023__d11__D-03 | Daniel Harper often compares Apple Maps routes when deciding how to get into the city center on a given day. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c011__d12__D-04 | Daniel Harper kept Michael Chen's meal and planning preferences in mind after the conversation. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c010__d12__D-01 | Daniel Harper has a Wednesday gym routine as part of his weekly schedule. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c012__d16__D-01 | On August 18, 2026, Daniel Harper saved a map pin for a neighborhood bar. | personal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c024__d09__D-01 | Daniel Harper’s weekend planning notes mention Breckenridge as one of his usual mountain destination options. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c017__d02__D-02 | On Friday evening, Daniel Harper queued up a jazz playlist for a quiet home session in Daniel Harper’s Highlands apartment. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c014__d01__D-01 | On 2026-08-20, Daniel Harper saved a note in Notion about a new neighborhood steakhouse. | personal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c004__d14__D-04 | Daniel Harper’s addition of the new café in Denver on August 20, 2026 was a casual save. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d20__D-02 | Daniel Harper had not scheduled the RAV4 Hybrid's routine check as of 2026-08-20. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c028__d16__D-02 | Daniel Harper usually prefers weekday evenings with something small close to home. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c001__d05__D-01 | Daniel Harper owns a 2024 Toyota RAV4 Hybrid. | temporal | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c026__d17__D-03 | Daniel Harper described the light rail station note as a personal convenience reminder. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c025__d05__D-02 | After his gym session on Thursday morning, Daniel Harper stopped for coffee. | state | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c019__d01__D-02 | Daniel Harper wanted to try a new coffee shop near the Highlands area. | state | conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c010__d05__D-02 | Daniel Harper's phone note about the RAV4 Hybrid was practical and vehicle-related. | temporal | non_conflict | distractor |
0_126 | 2026-08-13 (Thursday) | 2026-08-20 (Thursday) | 2026-08-27 (Thursday) | c012__d19__D-02 | Daniel Harper saved the jazz station listing on his phone. | personal | conflict | distractor |
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PACE 🏃♂️
Dataset Summary
PACE (Personalized Assistants for Conflict Evaluation) is a benchmark for evaluating whether personalized assistants can identify situational conflicts between user requests and facts stored in a user-centric knowledge base.
PACE contains 3,249 queries across 185 user-specific cases, together with 376,448 atomic facts. Each query is labeled as either conflict or non_conflict and is associated with gold evidence from its corresponding knowledge base.
Dataset Structure
PACE is organized into three configurations that together represent each user-specific case:
- Queries contains the user requests to be evaluated, along with their feasibility labels, reference judgments, and gold evidence document IDs.
- Corpus contains the atomic facts that form each user-specific knowledge base. It includes both gold evidence and distractor documents used for retrieval.
- Profiles contains the structured user profiles used to construct each case, including user attributes and information about relevant related individuals.
Queries
| Field | Description |
|---|---|
case_id |
Identifier of the user-specific case / KB |
window_start |
Start of the temporal context window |
ref_date |
Reference date for the case |
window_end |
End of the temporal context window |
query_id |
Query identifier within the case |
situation_type |
Situation category (temporal, personal, or state) |
label |
Feasibility status (conflict or non_conflict) |
query |
User request |
context |
Context used during dataset construction |
judgment |
Reference explanation for the feasibility decision |
gold_doc_ids |
IDs of the gold corpus documents needed to resolve the query |
Corpus
| Field | Description |
|---|---|
case_id |
Identifier of the user-specific case / KB |
window_start |
Start of the temporal context window |
ref_date |
Reference date for the case |
window_end |
End of the temporal context window |
doc_id |
Document identifier |
text |
Atomic fact text |
situation_type |
Situation category associated with the source query |
label |
Feasibility status associated with the source query |
kind |
gold or distractor |
Profiles
| Field | Description |
|---|---|
case_id |
Identifier shared with the queries and corpus subsets |
persona_id |
Persona identifier from the original profile |
seed |
Short profile summary |
spec |
Nested structured profile information |
relationships |
Nested relationship information for relevant alters |
Citation
Please cite our work if you find the resources in this repository useful:
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Repository:
Code
Paper:
PACE: Towards Surfacing Hidden Conflicts in User Requests
Point of Contact:
Yoojin Kim
Number of rows:
379,882
Total file size:
10.9 MB