Paper Citation Record · LEDGER

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2508.05660.

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

pith.paper-citation-record.v1
2508.05660 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:12:15.987551Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T17:10:20.172140Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact7
verified fuzzy3
unresolved25
parse uncertain0
malformed identifier3
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5cbf50cc-ff4e-4a6f-8ba5-9716c0a3db77 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:19.782393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78829aee-9915-4369-9ad7-27953f01c256 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:19.557037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47baee0b-2303-41a1-94c2-331129067097 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:19.358292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b0957ee-ee12-4517-aa57-97cb929bac61 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:12:17.103532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6429ad95-290d-41fd-8adb-bb4b129b6453 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.805486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19f2c619-e3e8-4f62-bbd5-a322a701f44c · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:19.167731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b045a22d-5db1-4bc1-bd65-7e85ef9b513f · outbound

This paper cites Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.816449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e51f812-2c44-473a-9d5f-5e1474d09080 · outbound

This paper cites da Costa.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review da Costa

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:12:18.964958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0379d68-2156-4b13-9c85-520e21e3412c · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:18.782184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5739c715-5151-4bfa-a9bf-f25ede2e3e1a · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.836883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e5bb18-477a-4454-b50f-b286f1e32aa2 · outbound

This paper cites Tibshirani.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Tibshirani

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:12:18.569231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6dd50eda-2d84-4575-918d-7096bfbe21d8 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.846699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd1da318-a8f9-4703-8663-185eeb6beaa1 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T11:12:18.377830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 64528971-1cb2-4ef9-b4c9-a40d3f69d79f · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T11:12:18.208479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3876c7d-4be3-4821-9fc1-43b3e5319374 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.222382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 184558f9-2d37-49a3-8051-3e4feb85ae39 · outbound

This paper cites Open Research Knowledge Graph:A System Walkthrough.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Open Research Knowledge Graph:A System Walkthrough

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:12:16.769179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 982b0cea-3a24-4e6a-984e-a60e7e9b6da1 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.871127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8ec014-b058-423e-95ea-22f2a2c0ac58 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.205175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eac4fe58-0fcd-4327-b0a7-39acae6f0c7f · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.188289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3024c670-38c3-4e60-bee9-44ff84818504 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:12:16.667252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bb55385-2823-4ffc-9f8d-d234aa0c19d0 · outbound

This paper cites PaperQA: Retrieval-Augmented Generative Agent for Scientific Research.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.890214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4060a54-c155-433b-bbc0-da20e06ded26 · outbound

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

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.895073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36accc4f-419d-4858-abc1-ee967b7752a8 · outbound

This paper cites Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.900268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8454d3d-eaca-474f-b40c-7cfdbdf22c9a · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.171090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6e599c6-b00c-4301-b0b3-d69ce8cefca1 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.087946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 834a78d7-1019-40fd-8484-8734db447156 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:18.077680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf300125-f21f-4b0f-9213-0d600cf2d21b · outbound

This paper cites Training language models to follow instructions with human feedback.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Training language models to follow instructions with human feedback

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.920568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33c0e093-aed0-4604-986d-06571bd18c13 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:12:16.426957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c22e52a1-1543-40ad-9408-132e397ea883 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.930753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d627e104-aa4c-43e7-ac36-54663a9216e3 · outbound

This paper cites Multitask Prompted Training Enables Zero-Shot Task Generalization.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.936335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 353b6a99-817c-493e-b182-6a3994648999 · outbound

This paper cites HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.942001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7326d37c-b110-413b-83b0-a543dbca14af · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.947091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1b99e2-db7c-47a8-8d74-dba40ec954e4 · outbound

This paper cites Large Language Models Encode Clinical Knowledge.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Large Language Models Encode Clinical Knowledge

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.952964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac70cade-260b-4640-86db-14d5b13d7635 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:17.897922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c02a3e4a-d057-465d-ac1a-7279e7379e59 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:17.686099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0af487e-4276-4ec1-8cc0-7df1fe48e721 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:17.528547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88c3f7a0-3525-49ac-bb9d-1e0f2d22a1c8 · outbound

This paper cites an unresolved cited work.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:12:17.244005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 482e0582-b65e-47cc-b240-5ca81c5d47ca · outbound

This paper cites https://crfm.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review https://crfm

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:12:17.399242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4866f7a8-7280-4c81-b7f5-60e431c691dc · outbound

This paper cites Hybrid and Collaborative Passage Reranking.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Hybrid and Collaborative Passage Reranking

Reference 39

Resolution: malformed identifier; local_arxiv, observed 2026-08-06T11:12:16.304925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 186d78c6-64b5-4995-ac50-ebc70a39b845 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review Finetuned Language Models Are Zero-Shot Learners

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T11:12:15.982645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7277320c-3e57-45fe-aab7-f678983293b0 · outbound

This paper cites In Proceedings of the 19th International Conference on Web Information Systems and Technologies - WEBIST.

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review In Proceedings of the 19th International Conference on Web Information Systems and Technologies - WEBIST

Reference 2023

Resolution: verified exact; doi, observed 2026-08-06T11:12:16.265863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 5e3fd79d-ad94-4032-8359-b78ca6492c00 · inbound

HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document cites this paper.

HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T17:10:20.172140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.