Paper Citation Record · LEDGER

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 7 inbound Pith citation observations for arXiv:2506.21931.

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

pith.paper-citation-record.v1
2506.21931 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:18:41.941914Z

measured 25 of 25 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:43:23.895509Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:13:44.975116Z

Reference resolution

18 of 18 outbound references displayed

verified exact2
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8af179f3-2cda-4597-98f8-b0b846f7daeb · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:39.493192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e54ffd-f2d5-4e49-b2e4-7a9ce5f2dfbc · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:45.098983Z

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 a3646726-57d3-4db9-948b-31b6b5c6377d · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:44.829317Z

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 2928c17a-8e7e-4511-80b0-4e028b28e11b · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:39.948298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5720c146-bf16-4d5f-a685-6b19773acc65 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:44.520879Z

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 1636ec98-31a0-4865-9d3c-dd2d0133ca08 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:40.234409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77962764-f8a3-4a2c-86ad-f0da08407528 · outbound

This paper cites Bridging the Preference Gap between Retrievers and LLMs.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Bridging the Preference Gap between Retrievers and LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:40.422048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1719fe0-1399-48b9-8f3a-2725b6a9a78a · outbound

This paper cites G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:18:42.452689Z

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 8da9cdf6-6d19-4e07-a57e-9b55bf540908 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:44.250019Z

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 617543b3-f938-45dc-86df-89c498130206 · outbound

This paper cites Re-ranking the Context for Multimodal Retrieval Augmented Generation.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Re-ranking the Context for Multimodal Retrieval Augmented Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:40.870273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b734a2-c42d-4a70-98ad-d2631962fc03 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:43.932218Z

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 273e8737-dbb8-40e7-a3a5-80ef78dabc79 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:41.138145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e9d5fe-a312-42d4-91e0-0ff7dacd0398 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:43.645530Z

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 f13ced0e-0ab0-4e09-a5da-64d6d12142c6 · outbound

This paper cites DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:41.385483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df5ea59-56c1-4c6f-a8d5-3917af6efc94 · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:43.400810Z

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 4684b533-5b56-42f5-89e3-a2fb943b1307 · outbound

This paper cites Seller-side Outcome Fairness in Online Marketplaces.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Seller-side Outcome Fairness in Online Marketplaces

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:18:42.236035Z

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 9cb14cde-78d8-4545-9cee-78b5d65185fb · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:43.132840Z

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 fa1c7aba-86a2-448d-bf3d-3f99d652a44e · outbound

This paper cites an unresolved cited work.

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:18:42.861904Z

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

Observation ee84c882-3f07-4718-b79e-8959848f89df · inbound

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems cites this paper.

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:23.895509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ab2cbd-5a9c-4288-9407-8aba860ccd9c · inbound

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges cites this paper.

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 274

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:48.877582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9f6aa8-32a4-4c0e-9b6e-97f07090080a · inbound

A Cascaded Generative Approach for e-Commerce Recommendations cites this paper.

A Cascaded Generative Approach for e-Commerce Recommendations ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:47:07.852499Z

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 234ac907-aa3b-4661-9a3c-af2801fef408 · inbound

A Cascaded Generative Approach for e-Commerce Recommendations cites this paper.

A Cascaded Generative Approach for e-Commerce Recommendations ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:42:37.503073Z

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 3446fc19-112b-42f7-9db3-2f2bec44c8d8 · inbound

Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering cites this paper.

Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:13:44.976404Z

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 2c6ec06c-640b-4930-af90-4c2d450ee7df · inbound

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation cites this paper.

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:13:17.961728Z

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 d82953d1-cfa9-4cdc-8dd9-9f4e17481553 · inbound

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems cites this paper.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.