Paper Citation Record · LEDGER

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 4 inbound Pith citation observations for arXiv:2505.18541.

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

pith.paper-citation-record.v1
2505.18541 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:44.336957Z

measured 38 of 38 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T21:51:35.378857Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 8c93ebd1-1904-476c-8645-add156cc54ac · outbound

This paper cites online" 'onlinestring :=.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:41.862829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586411a7-6f4c-43f9-a4fc-1cb58e94fcfa · outbound

This paper cites write newline.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:41.933343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af77367-2fcb-459b-a3e1-66b1a8fb328d · outbound

This paper cites MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.035995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ed7a3ad-989f-495a-b8f5-8be216607a5c · outbound

This paper cites The Llama 3 Herd of Models.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval The Llama 3 Herd of Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.114194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 363b078b-f6f8-466c-b42a-802965e629a5 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.136596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e015b43-bec7-4709-962c-f439bcd22d2d · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.164991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32e08d71-57cc-4dc6-8c97-b9c161b9a348 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.237176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c194e868-c9f3-4093-8071-9d0d15454cbe · outbound

This paper cites PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.330909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2abf68e3-f695-4136-82c9-536201f55072 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.413995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85bd5da-508a-4e92-beda-b6f86b4114ba · outbound

This paper cites ChatHaruhi: Reviving Anime Character in Reality via Large Language Model.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.507504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9059d888-74be-465c-a618-66c7d117e310 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T14:32:44.718750Z

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 c756549e-96dd-40d9-9e60-7290f1e84243 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.712944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e74ed5af-4f4f-4867-a60f-afca66849ceb · outbound

This paper cites LLMs + Persona-Plug = Personalized LLMs.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval LLMs + Persona-Plug = Personalized LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.787702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b65af3-6207-4d04-86ae-97a6ed3d680c · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.833244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ffc56f4-ec3a-4474-afcd-807484a48e5a · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:45.779180Z

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 ae651540-1e8b-4bae-b5ce-e270bf6baf19 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:45.674686Z

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 02a227a0-c054-40b9-ba52-1b1ba274a5b8 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.952385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e155cb8b-f56c-4155-9f1f-86e2a1f3dbb3 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.030006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1302fa9d-46be-40fb-b9a3-1a47254715f4 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.082145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dce25fc-7510-41ea-9be7-703fcce57465 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.113516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8e0b4d-87c8-4b44-adcc-aa556f96f8e8 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.168301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11d3d2de-79e0-49e6-85a3-0244f6355e3b · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:45.465427Z

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 e9452a20-7015-4669-9c2a-490865351784 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.368206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f4ef60-9ed2-43e9-bfbd-dd6449a7a7c7 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.456546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa86770-adbb-41e0-bfee-a41035bcfaf6 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.537350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee08c32-79d6-4663-bac2-be9ac167f147 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.623449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5730950e-de0a-4a89-b999-61e4f17fc2c2 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.703953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f2b965-26f6-462c-863c-3c1ee4acbaa1 · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.774802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac2091f-ac0e-46ca-89dc-fb7b67377e8e · outbound

This paper cites Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.837877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9833d37-aa3a-412a-a9fd-97f91f007eaf · outbound

This paper cites Qwen2.5 Technical Report.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Qwen2.5 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:43.907888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf8f22b-5ea4-4d0e-9fc2-f2cfde3b0923 · outbound

This paper cites Gonzalez, and Ion Stoica.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Gonzalez, and Ion Stoica

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:44.008809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90479e21-81d5-411a-8050-5b58ea50608e · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:44.122601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68105a66-4d79-4876-8a97-6cbf58bd9f7b · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:44.218972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ff90fe-9b72-490b-b3fd-639b61db37cb · outbound

This paper cites an unresolved cited work.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:45.263737Z

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 9aed4a5c-0bdf-4412-bbee-c0921d260dad · inbound

Through the Lens of Character: Resolving Modality-Role Interference in Multimodal Role-Playing Agent cites this paper.

Through the Lens of Character: Resolving Modality-Role Interference in Multimodal Role-Playing Agent RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:27.794217Z

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 e4e68373-cfab-44f1-91f7-85a6218b4701 · inbound

BOOKMARKS: Efficient Active Storyline Memory for Role-playing cites this paper.

BOOKMARKS: Efficient Active Storyline Memory for Role-playing RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval

Reference 132

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:55:03.937252Z

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 f9890a44-b86c-41de-b7ee-157b1f5a0150 · inbound

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents cites this paper.

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:53:59.209950Z

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 c8445d66-9541-4cbc-8f94-d6ebef0c8bda · inbound

Improving General Role-Playing Agents via Psychology-Grounded Reasoning and Role-Aware Policy Optimization cites this paper.

Improving General Role-Playing Agents via Psychology-Grounded Reasoning and Role-Aware Policy Optimization RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-06-26T04:58:59.305797Z

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.