Paper Citation Record · LEDGER

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science

As of 22 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2412.15404.

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

pith.paper-citation-record.v1
2412.15404 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:31:33.163046Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:48:09.877213Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact8
verified fuzzy6
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49439a4d-1bb4-4d0c-a96c-db02a561ba38 · outbound

This paper cites LitLLM: A Toolkit for Scientific Literature Review.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science LitLLM: A Toolkit for Scientific Literature Review

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.050264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b95bd36-416e-4e0a-84b4-f784d063b32f · outbound

This paper cites KNIMEZoBot: Enhancing Literature Review with Zotero and KNIME OpenAI Integration using Retrieval-Augmented Generation.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science KNIMEZoBot: Enhancing Literature Review with Zotero and KNIME OpenAI Integration using Retrieval-Augmented Generation

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T11:31:33.566537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f3ced2f0-9418-47d5-b20a-5cb797ffc1d9 · outbound

This paper cites GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.056980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815a865c-8714-4979-8d6d-21af0e2bac96 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-11T11:31:33.548210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67d20c7c-406b-4ccc-9845-6915d24f1b93 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.691900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9a021680-1c3b-4f5f-93e0-29293dac4163 · outbound

This paper cites (2023, September).

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science (2023, September)

Reference 6

Resolution: verified exact; doi, observed 2026-08-11T11:31:33.228107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 475af261-287f-4fea-9fc5-cf7cb114b774 · outbound

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

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.068882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90748531-e8e2-4470-a901-dbdc01b78d35 · outbound

This paper cites Enabling Large Language Models to Generate Text with Citations.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Enabling Large Language Models to Generate Text with Citations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.072421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e4076e-2855-46e3-9fac-46039c87e0ac · outbound

This paper cites Textbooks Are All You Need.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Textbooks Are All You Need

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.075370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc210354-756a-4db5-84e8-280e8e308c03 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.078097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84266d8c-5ad9-4818-8f25-c941225a3a4e · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.684179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09e595c9-bc23-47d6-8f47-b438e95423cb · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.083307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245953b3-0c8d-4d89-bbcb-2ca1678d6d81 · outbound

This paper cites CiteAssist: A System for Automated Preprint Citation and BibTeX Generation.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science CiteAssist: A System for Automated Preprint Citation and BibTeX Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.086074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df10b5aa-37ba-4300-9b34-9971f65a3231 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.676656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9515298d-1c66-496b-bcea-05963f829636 · outbound

This paper cites (2024, May).

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science (2024, May)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.668595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 87f22e70-fbad-497a-a056-363ea1f77350 · outbound

This paper cites Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T11:31:33.442085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9534f997-579c-4d54-b506-2644e47db5b9 · outbound

This paper cites Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.096641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd818f3c-d884-46b9-8f25-035440d08c1c · outbound

This paper cites & Kiela, D.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science & Kiela, D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.661320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 383f8380-1c35-4df1-8196-b2172be04d24 · outbound

This paper cites Large Language Models Understand and Can be Enhanced by Emotional Stimuli.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.102344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880def55-4954-4619-9da5-feab614ded95 · outbound

This paper cites & Tao, C.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science & Tao, C

Reference 20

Resolution: verified exact; doi, observed 2026-08-11T11:31:33.215158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1afad617-29dd-4528-a235-fa7e8a670021 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.653578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1746fa68-667e-42e5-bedc-770668c94b4d · outbound

This paper cites (2008-2024).

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science (2008-2024)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.646008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 47df817f-7e58-4a6f-bb97-e7adbbb2af54 · outbound

This paper cites S., & McCabe, G.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science S., & McCabe, G

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.637960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1153d50-73d1-4c0d-8234-a20423016245 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.630225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6d599c6-eeff-41e1-9682-e8d68ce6b705 · outbound

This paper cites Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.117636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4b6f1d-fab9-4a5f-9e97-178516ea94ff · outbound

This paper cites and Wirth, R.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science and Wirth, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.622502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de8e4e5c-2bf0-4de8-bd75-8496d6cbcd8a · outbound

This paper cites GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:31:33.411285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e026a7de-429d-47f1-a3fa-a3e427bc2c78 · outbound

This paper cites Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.125737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd6830d6-cda6-4e72-ab89-cf6c12536c8b · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-11T11:31:33.206947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3c367d7-fb86-4925-80ed-5d9e242e0645 · outbound

This paper cites The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.131012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d61fbd-cb75-4a58-964b-17be9f8d383a · outbound

This paper cites R., V´ azquez, A.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science R., V´ azquez, A

Reference 31

Resolution: verified exact; doi, observed 2026-08-11T11:31:33.198652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 411362cc-ace0-4184-a5d5-d5ed9821af7b · outbound

This paper cites MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.136225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 222298d5-0d92-4254-aca2-4d225337bfb0 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.614090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e7a8f38e-1e56-491c-b37f-38fdd9279803 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.606316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dacc2675-dd82-4d9e-93d1-36bed7868bdb · outbound

This paper cites S., de Wit, G.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science S., de Wit, G

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T11:31:33.381072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3d5690cc-bd6e-470e-b5be-0a33b43ca313 · outbound

This paper cites Machine Learning vs. Rules and Out-of-the-Box vs. Retrained: An Evaluation of Open-Source Bibliographic Reference and Citation Parsers.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Machine Learning vs. Rules and Out-of-the-Box vs. Retrained: An Evaluation of Open-Source Bibliographic Reference and Citation Parsers

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:31:33.249957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1cca9858-8287-4be1-ab6f-6fb70dea6692 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.149238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae535d4-1fa5-4873-895d-fa27eb50f765 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-11T11:31:33.185423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff882d01-04cc-4587-8994-aa707c12156e · outbound

This paper cites & Fleisch, B.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science & Fleisch, B

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:33.597280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca27fb83-fd09-41dc-8a35-7359e1807c1c · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.589252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 89d7d1d7-07a6-46f7-9230-ce21dc37f1ed · outbound

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

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:33.160166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db1bded-35c1-4797-802d-4f0d2c3c6d56 · outbound

This paper cites an unresolved cited work.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:33.581591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 47576d07-a9b5-4215-bdeb-552ed2cba498 · inbound

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:09.877213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.