Paper Citation Record · LEDGER

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance

As of 18 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.02306.

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

pith.paper-citation-record.v1
2505.02306 v4

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:00:00.639583Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy4
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 873a0803-f152-4758-be15-fd66eeeb58fc · outbound

This paper cites URL: https://huggingface.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance URL: https://huggingface

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.584733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40318570-104c-42f6-aec8-31eba697ed1a · outbound

This paper cites Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.587807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 095f8f79-f3df-4b16-9098-defa3efaae7e · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance LLM Multi-Agent Systems: Challenges and Open Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.602298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e662eb2b-3a54-4087-b5a7-2d96eccf96d2 · outbound

This paper cites From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.606467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4cec1b-01ab-4a9d-883d-2b77bd3a6574 · outbound

This paper cites A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.609578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d50020d-bbd3-4aea-a760-fdb8047e6d33 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.616494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a777eecf-4e61-4bde-a7fd-b1b68dc07b52 · outbound

This paper cites Odubola, O., Adeyemi, T., Olajuwon, O., et al.,.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Odubola, O., Adeyemi, T., Olajuwon, O., et al.,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:00:00.888988Z

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 ec01ebea-4cee-4ca8-b48a-e32c9f0ca5c9 · outbound

This paper cites https://openai.com/index/gpt-4-1.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance https://openai.com/index/gpt-4-1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:00:00.878488Z

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 14a8dbbb-9c5d-483a-acf3-1ad4d9531ff7 · outbound

This paper cites Chain-of-Verification Reduces Hallucination in Large Language Models.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.625358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76dbb933-8f58-4770-9df7-7bd3593a4020 · outbound

This paper cites Large Language Models in Healthcare.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Large Language Models in Healthcare

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.628373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a22eed-9487-4916-9913-f7271d4b4955 · outbound

This paper cites A Simple and Effective Pruning Approach for Large Language Models.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance A Simple and Effective Pruning Approach for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.631397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6eb8e7-1318-41c0-aa72-66944ef6b1b5 · outbound

This paper cites URL: https://www.vectara.com/blog/ cut-the-bull-detecting-hallucinations-in-large-language-models.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance URL: https://www.vectara.com/blog/ cut-the-bull-detecting-hallucinations-in-large-language-models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:00:00.868929Z

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 a83a8fd1-9496-4456-87ab-2ac9257a48b7 · outbound

This paper cites International Journal of Disaster Risk Reduction 84, 103470.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance International Journal of Disaster Risk Reduction 84, 103470

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.636964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ae89f37-8f85-42bb-b0b6-5280180db602 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Large Language Models for Education: A Survey and Outlook

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.639583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d28671c-7043-4916-9d31-de7c43860497 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.612784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fdd9969-adac-4993-b40e-b1fbd176e034 · outbound

This paper cites Reliability Engineering & System Safety 218, 108035.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Reliability Engineering & System Safety 218, 108035

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.594415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dad424e-0339-476f-917c-e1932697e903 · outbound

This paper cites Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.591290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d350a9-0f37-4957-96a9-902d13af6c6f · outbound

This paper cites URL: https://www.anthropic.com/ news/model-context-protocol.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance URL: https://www.anthropic.com/ news/model-context-protocol

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:00:00.897777Z

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 ae21aaed-afc9-4cae-b11f-d34145a76a31 · outbound

This paper cites The Faiss library.

SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance The Faiss library

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T01:00:00.598521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.