Paper Citation Record · LEDGER

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding

As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.05876.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.05876 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:58:36.792318Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact3
verified fuzzy21
unresolved21
parse uncertain2
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20515fcd-75b9-4872-b756-5811a917aebd · outbound

This paper cites 2026 , url=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2026 , url=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.681770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e35c150c-945b-47a4-8a39-c6cf7ff4f388 · outbound

This paper cites 2026 , url=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2026 , url=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.669773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43a6fff5-27bd-487c-a3e7-4adad8090f52 · outbound

This paper cites DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T21:58:37.713664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4bea0363-cdd8-4fd7-b84b-12687ae01e1c · outbound

This paper cites 2026 , eprint=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2026 , eprint=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.620597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 087eedf6-0f75-488e-97c0-3acfdd951054 · outbound

This paper cites International Conference on Learning Representations , year=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding International Conference on Learning Representations , year=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.517611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 469cc2db-932e-4cba-8334-94c84f6969d3 · outbound

This paper cites Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T21:58:37.694619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce4cbf04-5a6f-4bb1-a480-1d8ca2db0fb6 · outbound

This paper cites Personalized Search-based Query Rewrite System for Conversational AI.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Personalized Search-based Query Rewrite System for Conversational AI

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T21:58:36.932439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 71018b76-f3cb-44d7-aa92-6a198124c5e7 · outbound

This paper cites Context-Aware Query Rewriting for Improving Users' Search Experience on E -commerce Websites.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Context-Aware Query Rewriting for Improving Users' Search Experience on E -commerce Websites

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T21:58:36.856899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f7bae7e-becc-4911-877a-00af2b59c7a4 · outbound

This paper cites International Conference on Machine Learning , year=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding International Conference on Machine Learning , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.397085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e47e899-68cb-470f-8b4e-93807ebda9e1 · outbound

This paper cites 2024 , publisher =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2024 , publisher =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.289541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3229ae1e-401e-4716-8a55-1001e5890b18 · outbound

This paper cites Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.252411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6510f15e-fb6d-48bf-9a36-3e647333e5ad · outbound

This paper cites 2024 , doi =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2024 , doi =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.235833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11761a68-d33d-48f8-8a86-663f2c0f031f · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding MemGPT: Towards LLMs as Operating Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.354997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295c1f26-5d4c-49c2-a1d7-a5a7c9845f5d · outbound

This paper cites 2023 , url =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2023 , url =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.359630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b84d1e-21fd-400e-893d-f0b092283270 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Advances in Neural Information Processing Systems , volume =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.363216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab5057c-c61b-42c0-88bd-2d8f95129436 · outbound

This paper cites 2024 , publisher =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2024 , publisher =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.211885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e57e87b-5833-4701-b839-de70ceb03b1a · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.370663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f7369c-d753-4ce0-b0e7-6e08bbc3b41e · outbound

This paper cites Proceedings of the ACM Web Conference 2024 , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the ACM Web Conference 2024 , pages =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.200033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fabaf4f3-cc02-4988-86e6-8ea0549315fd · outbound

This paper cites 2025 , publisher =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2025 , publisher =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.188004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4c6d7e2-9ca3-47a2-a475-f0644514b824 · outbound

This paper cites Learning to Ask: When LLM Agents Meet Unclear Instruction.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Learning to Ask: When LLM Agents Meet Unclear Instruction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.382946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb80e33-cdfe-42f8-a898-3894c2a7d6e6 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.175760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8610b6d-60be-4ae7-a4ce-a84fe7292637 · outbound

This paper cites Ask-before-Plan: Proactive Language Agents for Real-World Planning.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.390090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb407f6-1097-4c92-a2a6-71f953f6e386 · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.164089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c934f789-c38f-4b25-8058-e7c145908dc7 · outbound

This paper cites , booktitle =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding , booktitle =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.152049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9118909c-1db4-43e3-bf8d-41860555497c · outbound

This paper cites ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.401523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 430c89f8-7b0f-4231-9194-64a848999d6a · outbound

This paper cites Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval , year =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval , year =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.425867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0d72bc-7ca9-478a-b704-6e67e28df641 · outbound

This paper cites Machine Intelligence Research , year =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Machine Intelligence Research , year =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:38.101699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc5592bb-a53b-4668-86c7-78b1da085d1c · outbound

This paper cites 2025 , eprint=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.609297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceab3fab-5748-48fe-b563-1519dc0820e9 · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.672609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 117b9c06-8d75-454d-afe7-5e66b1f5c302 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Advances in Neural Information Processing Systems , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.969682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdd1d7a4-812e-4469-a231-9716de395db1 · outbound

This paper cites Sentence-.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Sentence-

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.720726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09add4c5-86e7-4158-9200-a235d40ed1a6 · outbound

This paper cites The Faiss library.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding The Faiss library

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.724139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef3bae1-b2a2-453d-a317-a25001acbed2 · outbound

This paper cites Billion-scale similarity search with GPUs.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Billion-scale similarity search with GPUs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.727999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44602164-9e6e-45d3-99d6-6e4b6a9eadb0 · outbound

This paper cites an unresolved cited work.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Unresolved cited work

Reference 34

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T21:58:37.883174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46e8263d-9c6b-4abd-b1ca-e8f286e7cdb1 · outbound

This paper cites an unresolved cited work.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T21:58:37.829789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1e62728-c432-47ca-b0ed-15e1830329b2 · outbound

This paper cites an unresolved cited work.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T21:58:37.815270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a482261-2d59-4c86-85a3-977426d120c6 · outbound

This paper cites an unresolved cited work.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T21:58:37.803278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 245c807a-9863-4608-8ae5-7998c331d6ff · outbound

This paper cites an unresolved cited work.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Unresolved cited work

Reference 38

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T21:58:37.791142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eabf3769-e316-4ea4-a44d-005e0e783148 · outbound

This paper cites 2025 , eprint=.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2025 , eprint=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.779306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 853ebe20-9323-451d-b27e-e7d98bdaece6 · outbound

This paper cites Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.757103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9481e5-0852-4c56-bc22-0a592be76e85 · outbound

This paper cites Proceedings of The Web Conference 2020 , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of The Web Conference 2020 , pages =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.761157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef75d28-5d6e-4771-a99c-1c60949a607e · outbound

This paper cites Proceedings of the 30th ACM International Conference on Information and Knowledge Management , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 30th ACM International Conference on Information and Knowledge Management , pages =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.764858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff932a0-c4b1-4f5f-a6de-674e9eb01406 · outbound

This paper cites Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval , pages =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.768983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abbd85cf-fc23-4347-8f67-9410cd9eee9d · outbound

This paper cites Proceedings of the 28th International Conference on Computational Linguistics , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 28th International Conference on Computational Linguistics , pages =

Reference 44

Resolution: verified exact; doi, observed 2026-08-07T21:58:36.826395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac13e192-8a6d-4258-ad86-798e07ff639b · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages =

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T21:58:36.776896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab72903-4f87-42f9-bf4d-c0fa936847ee · outbound

This paper cites 2023 , eprint =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2023 , eprint =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.765903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 99f3fbce-f6cd-4df3-b4b1-d9141359fcb7 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Findings of the Association for Computational Linguistics: ACL 2024 , pages =

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.752799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1a609e7-a690-4735-9a6c-ef0a37d24add · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.740140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78f533aa-6975-4278-94d2-9616a2058194 · outbound

This paper cites 2025 , eprint =.

Personalized Deep Research Query Refinement with Graph-Scaffolded Evidence Grounding 2025 , eprint =

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:58:37.726602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.