Paper Citation Record · LEDGER

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications

As of 11 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2501.05030.

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

pith.paper-citation-record.v1
2501.05030 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:25:40.917219Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:44:04.660922Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:44:05.075522Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy21
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 08e2c8bb-1359-496d-b0b5-07bfadb53ba1 · outbound

This paper cites Case-based reasoning: Foundational issues, methodological variations, and system approaches.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Case-based reasoning: Foundational issues, methodological variations, and system approaches

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.835574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17c5a870-628f-4a7d-8711-3b09eb9ca1c9 · outbound

This paper cites Case-based decision theory.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Case-based decision theory

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.809948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d8972da-2c7d-4c5e-ab42-824a4f21a883 · outbound

This paper cites Cbr-rag: Case-based reasoning for retrieval augmented generation in llms for legal question answering.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Cbr-rag: Case-based reasoning for retrieval augmented generation in llms for legal question answering

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.786422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7742b825-f4ca-44f3-a3e3-b88fbf53fefa · outbound

This paper cites CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.759439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f2ef663-64c3-4c65-a929-2fe7e2e3f603 · outbound

This paper cites Ds-agent: Automated data sci- ence by empowering large language models with case-based reasoning.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Ds-agent: Automated data sci- ence by empowering large language models with case-based reasoning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.764701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6152646a-6400-4281-8272-5d32cba9f0bc · outbound

This paper cites Case-based reasoning with language models for classification of logical fallacies.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Case-based reasoning with language models for classification of logical fallacies

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.746387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 849603c3-de32-4e42-b83e-c213fcc54dde · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.723939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af141c39-8354-4d9d-9832-7aa03bed67c0 · outbound

This paper cites Language models are unsupervised multitask learners.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Language models are unsupervised multitask learners

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.782204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c12b2d7-0ac0-4e97-88ba-d04746e9728b · outbound

This paper cites Case-based reasoning for medical knowledge-based systems.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Case-based reasoning for medical knowledge-based systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.685362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6357763-7baa-4635-bf2b-d19ecbaeb83a · outbound

This paper cites The ikbals project: Multimodal reasoning in legal knowledge-based systems.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications The ikbals project: Multimodal reasoning in legal knowledge-based systems

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.662590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 826c04c3-be30-4488-bf32-8bea366b018d · outbound

This paper cites Multi-modal diagnosis combining case-based and model- based reasoning: a formal and experimental analysis.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Multi-modal diagnosis combining case-based and model- based reasoning: a formal and experimental analysis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.638421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5e8ae06e-0d89-402b-beb1-985009c0b370 · outbound

This paper cites Retrieval-augmented multimodal language modeling.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Retrieval-augmented multimodal language modeling

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.610794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87a0c894-7d7c-4d2c-b37c-3d3faea644cf · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.590277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3ae1ddd-21d6-4a68-8b01-fbb54075fec2 · outbound

This paper cites RECAP: Retrieval-Augmented Audio Captioning.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications RECAP: Retrieval-Augmented Audio Captioning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.811046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c9d663-11ef-4910-b495-23f42cedd7a1 · outbound

This paper cites Retrieval-augmented egocentric video captioning.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Retrieval-augmented egocentric video captioning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.570314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3522ca8f-09c6-4970-88ef-cd899446d214 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.552075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 866d1e4e-21a9-4cf4-aa56-dced1db7803b · outbound

This paper cites Archived from the original on 2022-03-30.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Archived from the original on 2022-03-30

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.826615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c46da86f-dbea-496e-b02c-bfdfabc00388 · outbound

This paper cites Backgammon.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Backgammon

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.532226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 226e0740-748d-4beb-818c-b4bf845685d5 · outbound

This paper cites 501 Essential Backgammon Problems.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications 501 Essential Backgammon Problems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.506972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c5fc3320-9886-4ed3-b26e-11d87f570807 · outbound

This paper cites Backgammon Bootcamp.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Backgammon Bootcamp

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.486678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 041232e6-ef86-41ec-9dd4-da6a507e7a3b · outbound

This paper cites Temporal difference learning and td-gammon.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Temporal difference learning and td-gammon

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.856234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd97578-cf71-4b27-90aa-3b643762412b · outbound

This paper cites Accessed: 2024-10- 05.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Accessed: 2024-10- 05

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.445633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 92ecd283-446a-4014-808c-58bc9d701d0a · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications LLaMA: Open and Efficient Foundation Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.871279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2d6468-5c11-4d2f-9e8a-262f77fdf60e · outbound

This paper cites Qwen Technical Report.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Qwen Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.878610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92fe9f6-9bb6-4bf9-97ab-7fbc4de3799a · outbound

This paper cites Mixtral of Experts.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Mixtral of Experts

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.885533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2e4fae6-25e0-4dd3-824e-8dd14145aa71 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Dense passage retrieval for open-domain question answering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.428131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02809d4d-e803-427a-ab43-e12897b97dce · outbound

This paper cites Weinberger, and Yoav Artzi.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Weinberger, and Yoav Artzi

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.410690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c18ba612-74ad-4931-ab6c-ebd31a85fc8e · outbound

This paper cites Mpnet: Masked and permuted pre-training for language understanding.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Mpnet: Masked and permuted pre-training for language understanding

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.392567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82e31f76-643c-4c21-af93-59449a9ece43 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:40.910907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443a429b-f9d9-48b7-8c1a-0bcd8469e00a · outbound

This paper cites Final Answer: [LHS] = 24.

A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications Final Answer: [LHS] = 24

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:41.370306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation e9b72f9b-a344-4ac7-905e-34ca5660ef2d · inbound

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora cites this paper.

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:44:05.142608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.