Paper Citation Record · LEDGER

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2505.22571.

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

pith.paper-citation-record.v1
2505.22571 v3

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:54.793858Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy12
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff297b82-637d-4256-871f-b26fe93aa001 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:04.455545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aedc9b6f-8c7c-4fde-a78f-c1db111d69f2 · outbound

This paper cites rationale.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems rationale

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:04.074858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b3a8f33-fbdd-4965-b603-ebec8584e0f1 · outbound

This paper cites ### Clarification:.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems ### Clarification:

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:03.715820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b656c469-d443-4ac6-ad2b-10548a1cfeaa · outbound

This paper cites article_title.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems article_title

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:01.692201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e683cbcd-5a8a-4ef2-962f-7884da5194c6 · outbound

This paper cites question.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems question

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:00.236513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c7d09960-cd04-4ec0-90fd-b0a80ccef199 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:03.420675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f39f30e-7ccc-4cd5-8c68-74b2de723589 · outbound

This paper cites article_title.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems article_title

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:03.131584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a08f9476-9382-461c-b8c2-78bf2f7bf273 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:02.856753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6482b7e-9fc4-40ab-85de-9d07c49bfa92 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:02.512649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49dd9e0a-220e-41df-b83f-6547808054ab · outbound

This paper cites question.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems question

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:01.917095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a47e669a-5796-44e9-9ec8-be5aa28d8dd5 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:01.465285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa7d144f-b6c9-4e3b-aac7-99f608f5b57d · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:01.017833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5d389c4-487f-4673-b1b9-ff76ee5da12a · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:00.619275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 735c6c4e-ff8e-4cf9-84c4-6e510e11ec7b · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:02.240944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 27699507-8eab-4100-8d18-7869fd6c96b3 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:00.014126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 174c60a6-bb89-46ed-9550-17b63da3dbde · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:59.769531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca922aba-9d99-464b-93b0-768d879fd519 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:59.550961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e396673e-eb24-492c-bc4c-f748057fca06 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:59.441937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 913f6f09-d7a7-47ff-a82e-f940bc0e7945 · outbound

This paper cites evidence.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems evidence

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:59.181290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65540b12-3c46-4ebe-84f0-790d2b685595 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:58.981368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2fbb643-2c3e-45a3-8c68-a8f1319a137a · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:58.784983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d4d9c538-166b-4284-83bc-660fea555fa1 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:58.359573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b32566e-1684-4a6d-ac25-af5311388222 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:58.110194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e09c6e0-194a-46eb-83b0-8759b63e7919 · outbound

This paper cites (one sentence) ### Search Input: Format the search query input for the search_engine tool as a JSON object, correctly representing input parameters.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems (one sentence) ### Search Input: Format the search query input for the search_engine tool as a JSON object, correctly representing input parameters

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:57.911045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e78cd8c3-a18c-4fbc-bb79-c2dedb5178b1 · outbound

This paper cites short_extracted_answers.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems short_extracted_answers

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:57.565939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2ab517d-ca14-40e3-a7b2-842ff033f113 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:57.301992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e104e3b9-e2ad-423e-8423-f413336df0e4 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:57.006005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b577c3ff-2929-4623-9b88-9e1ba82f88c1 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:56.730357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f5e8814-6817-4a47-ab76-dee1776b500a · outbound

This paper cites short_extracted_answers.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems short_extracted_answers

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:56.376871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ebc023c-dbf3-487e-9512-84dcf407d950 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:56.139493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bead50f8-952f-4165-9a00-4bda3a062e4a · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:55.856026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14b7f909-19f8-44bb-8271-7a3ebbce1022 · outbound

This paper cites an unresolved cited work.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:55.512993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2bb077e-fd50-497b-becb-fa8b760038cb · outbound

This paper cites rationale.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems rationale

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:55.227224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b529b7a6-4e6e-45d0-bc04-7e06b940e2fb · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Dense Passage Retrieval for Open-Domain Question Answering

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:50.014578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c63e342-06d5-41c9-ab90-c2cfa8473ef9 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:49.865954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc43addf-24b8-4cbc-b900-ee946142675c · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:50.228260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c021f232-f4a9-4302-afaf-e4413a29c021 · outbound

This paper cites Yongliang Shen, Kaitao Song, Xu Tan, Dong- sheng Li, Weiming Lu, and Yueting Zhuang.

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Yongliang Shen, Kaitao Song, Xu Tan, Dong- sheng Li, Weiming Lu, and Yueting Zhuang

Reference 2413

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:04.728673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.