Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:28:54.406664Z
Paper Citation Record · LEDGER
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments
As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2607.27354.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
46 of 46 outbound references displayed
- verified exact1
- verified fuzzy16
- unresolved29
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e2647ff4-4822-4385-8139-ebb728618eba · outbound
This paper cites 2026.TBox: AI Assistant Platform in the Alipay Ecosystem.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2026.TBox: AI Assistant Platform in the Alipay Ecosystem
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.267310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8a48ad42-6047-4b58-baab-578a5bf1db78 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.256527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 67d8ba48-62f4-4e33-8d50-9f635e3f45c0 · outbound
This paper cites 2026.Shortcuts — Automate Your Tasks.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2026.Shortcuts — Automate Your Tasks
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.245498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c903d169-a597-48c0-9c66-c038b60b0afa · outbound
This paper cites 2016.FitBit Fitness Tracker Data.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2016.FitBit Fitness Tracker Data
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.233843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1dbd11d5-6e33-4afa-9fce-1f8761d63bcf · outbound
This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.248312Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27282ef9-7a39-44a1-9dc5-37dca403bb07 · outbound
This paper cites 2025.Doubao: Mobile AI Assistant.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.Doubao: Mobile AI Assistant
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.223108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3aa8e953-d3d8-4496-80f0-49cafc1a4ed4 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.211856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6f2564db-15a6-41ae-8694-95900496f134 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.200547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2f965c55-b7ec-4506-b66c-70056a07a36e · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.188635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d5064b63-5e3d-4277-b128-2737a9f71ec1 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.268759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8379abfc-46d2-40d8-a917-d99dc63f98b8 · outbound
This paper cites 2026.Google Assistant with Gemini.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2026.Google Assistant with Gemini
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.177910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 90fbb872-cc0f-43d2-975a-180be54aee81 · outbound
This paper cites 2025.Gemini 2.5 Pro.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.Gemini 2.5 Pro
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.166226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9330d44a-9c19-46ac-8fd8-15a99ac2a3d5 · outbound
This paper cites 2025.Gemini 3 Flash.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.Gemini 3 Flash
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.152698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 856b16ed-c2e5-4e67-9cde-d814af2486fa · outbound
This paper cites 2025.Gemini 3 Pro.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.Gemini 3 Pro
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.140712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5cdf440b-223a-4f75-aa1f-aef1c575201f · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.128010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eafd9b5e-9190-4f66-add4-b453531b6495 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.293962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 658f429b-d466-407f-bd5a-c3d61595b73d · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.116118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 82270197-f3b4-41b2-88db-186bd6c0a12d · outbound
This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.300938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f299f3f4-e6bd-4e34-aff0-e8dfcbd3d0e0 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:55.104208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 87a91b2f-9eb9-4945-b1de-8ce7eec4a3bb · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.308774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bede7cd8-fc12-4013-b878-bca3f0b48e7a · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.312193Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a390ff81-7524-4fa2-9692-049c344964a7 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.315657Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fda804c6-1b04-4878-87b4-1aa736be768e · outbound
This paper cites 2025.GPT-4.1 mini Model (OpenAI API Documentation).
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.GPT-4.1 mini Model (OpenAI API Documentation)
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.077272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation baf6a234-d098-4696-8f21-31ed9053d555 · outbound
This paper cites 2025.GPT-5.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.GPT-5
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.065511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bcc37b53-30a8-485d-92e6-458ce81cf638 · outbound
This paper cites 2025.GPT-5 mini.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.GPT-5 mini
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.051810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c7ed5555-76fa-4d29-aeeb-7bd1ea231213 · outbound
This paper cites 2025.Introducing GPT-4.1 in the API.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2025.Introducing GPT-4.1 in the API
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.034443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 42048391-ee37-49d4-9f51-b25e245f6794 · outbound
This paper cites Gonzalez.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Gonzalez
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:55.020005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a4c91dcb-ec4d-4156-9814-d8a86874b26c · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.337569Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 005bfa08-cc8d-4306-9bb5-1c75390137aa · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.993563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4b73731f-43d6-453a-a7da-87863bbf1eff · outbound
This paper cites UserBench: An Interactive Gym Environment for User-Centric Agents.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments UserBench: An Interactive Gym Environment for User-Centric Agents
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.345540Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8804a63-8eb0-4fb2-973b-ba2e3bfcc44d · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.349914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638abf2a-a650-4572-ba2f-91da72969511 · outbound
This paper cites 2026.RapidAPI Hub.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments 2026.RapidAPI Hub
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:54.961911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b303dc01-935a-4391-a38f-4b80cb81e9b6 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.949407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8a42800d-accc-4a9f-b862-cff0d58161b6 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.937793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 476c715b-914a-4fa1-a482-602ff082c7a5 · outbound
This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.368149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb076087-2bcf-45de-a357-8a8ea948c66d · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.926391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5081ca4-09c3-4c78-af94-d763f41b16e0 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.914619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cc18f844-41ac-4943-be02-3e27e583b342 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.902872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 62892d0e-73e3-428f-9f13-bedeba106131 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.383863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5076042-2bf4-4216-8df8-ea2dad40f9fb · outbound
This paper cites Narasimhan.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Narasimhan
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:54.882583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8023f6a8-e6e4-4dc1-859e-088670a74079 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:28:54.871173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6901d843-8650-4401-a412-2329e4c73952 · outbound
This paper cites LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.399125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 650381bf-0caf-4236-b191-26f88c5a9a74 · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.403117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ba2103a-a380-406a-b840-b241535009bf · outbound
This paper cites an unresolved cited work.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments Unresolved cited work
Reference 44
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T15:28:54.515799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b3683caa-8e72-47b0-9426-3861c75c768e · outbound
This paper cites On the Tool Manipulation Capability of Open-source Large Language Models.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments On the Tool Manipulation Capability of Open-source Large Language Models
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:28:54.387803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4275bb2b-5b82-4c2c-928b-ff563263d8a1 · outbound
This paper cites InThe Twelfth International Conference on Learning Representations.
PAUSE: A User-Centric Benchmark for Personal AI Assistants in Unified Service Environments InThe Twelfth International Conference on Learning Representations
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:28:54.974756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.