Paper Citation Record · LEDGER

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems

As of 14 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.12322.

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

pith.paper-citation-record.v1
2412.12322 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:15:59.572834Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy8
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cce314bd-51eb-4d65-92d2-f4bb44115114 · outbound

This paper cites Language Models are Open Knowledge Graphs.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Language Models are Open Knowledge Graphs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.429418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42a63e2-e073-4746-b972-65c06e27f1eb · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.434507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26264084-ca66-4c7a-aaf3-25317166652b · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.438235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6a5829-05d1-42fa-bf90-a25a72819077 · outbound

This paper cites RARR: Researching and Revising What Language Models Say, Using Language Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems RARR: Researching and Revising What Language Models Say, Using Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.442320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86436962-92ca-49c1-98c4-0025e8b856a9 · outbound

This paper cites Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.447316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf05f561-e45c-47c7-bed9-8dd66e977ec8 · outbound

This paper cites Neural Information Retrieval: A Literature Review.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Neural Information Retrieval: A Literature Review

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.451726Z

Source-reported events for the cited work

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Observation 85427d4f-c9e2-4bc4-8a3c-f77012a4b4a8 · outbound

This paper cites Colbert: Efficient and effective pas- sage search via contextualized late interaction over bert,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Colbert: Efficient and effective pas- sage search via contextualized late interaction over bert,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.950690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9becbb9b-9885-47b6-a255-a0d73c0b5689 · outbound

This paper cites Lost in the middle: How language models use long contexts,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Lost in the middle: How language models use long contexts,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.938794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36db9b39-5503-4ba9-b5a0-5f4b69f25738 · outbound

This paper cites Challenges and Applications of Large Language Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Challenges and Applications of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.463211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529363a4-e631-49d3-bc78-e7b361f7df4a · outbound

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

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.466908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ca8ff9-466d-4d0f-9896-0ea9a11131f6 · outbound

This paper cites Benchmarking large language models in retrieval-augmented generation,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Benchmarking large language models in retrieval-augmented generation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.470855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd232f5-3a6d-4db8-9774-b17e549a0fcb · outbound

This paper cites SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.475022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a521d66-78af-4515-be5c-9aa4ae6ad737 · outbound

This paper cites Retrieval aug- mented language model pre-training,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Retrieval aug- mented language model pre-training,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.920739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86450bef-842a-44d5-b643-f31e6ce6ee0c · outbound

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

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.483739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ae0264-af3d-4553-873d-ab0c4de65f1c · outbound

This paper cites Sparse, dense, and attentional representations for text retrieval,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Sparse, dense, and attentional representations for text retrieval,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.901975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57b8d684-399a-4ef3-a00d-0d5c6e65e4f4 · outbound

This paper cites Retrieval, re-ranking and multi-task learning for knowledge-base question answering,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Retrieval, re-ranking and multi-task learning for knowledge-base question answering,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.890400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dfe82f02-facc-46e2-8344-1c52557e993a · outbound

This paper cites Introducing a new hyper-parameter for RAG: Context Window Utilization.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Introducing a new hyper-parameter for RAG: Context Window Utilization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.495242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88846b0c-9acd-479d-a9ce-18a1ffddd814 · outbound

This paper cites The Chronicles of RAG: The Retriever, the Chunk and the Generator.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems The Chronicles of RAG: The Retriever, the Chunk and the Generator

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.498844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c16db223-b30d-4440-ac23-7935d720f0e1 · outbound

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RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:15:59.877509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8abae7bb-6560-432c-a774-58ed1073557a · outbound

This paper cites an unresolved cited work.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:15:59.864273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1b209338-9bca-493a-b155-97f7dfc1a268 · outbound

This paper cites RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.509016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d75e26a3-d7a9-409f-a26d-56881595fe64 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems ReAct: Synergizing Reasoning and Acting in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.512276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d91021b2-ef0b-4300-94c0-44542bc55a6d · outbound

This paper cites Prompt engineering in large language models,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Prompt engineering in large language models,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.850938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9629cf15-fd34-4465-a939-6b2d95d2df43 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Chain-of-thought prompting elicits reasoning in large language models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.519787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d60162-703d-4557-bb73-448ff400cb9e · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.523068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d103ef-05cd-4f49-9d37-a2a7e2193bb5 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems BERTScore: Evaluating Text Generation with BERT

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.526817Z

Source-reported events for the cited work

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Observation a7ba8a95-af04-4253-9dd2-e9e0350acd41 · outbound

This paper cites Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.530330Z

Source-reported events for the cited work

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Observation d0c1f4d9-65d2-4510-8dac-c096b93179b6 · outbound

This paper cites LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.533685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e694dc79-6543-41c4-a410-b13896cf7f47 · outbound

This paper cites Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.538075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30b29249-0119-4141-a915-97551594e7bc · outbound

This paper cites Dense text retrieval based on pretrained language models: A survey,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Dense text retrieval based on pretrained language models: A survey,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.831944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 196dbfdd-ba98-4a18-bcd2-9c53404e291f · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.544459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f9ff2a-e0ec-4d60-8978-e99cc13abc98 · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.547974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd48db6-8ce6-4a58-b1aa-e82386c114cd · outbound

This paper cites Transformer memory as a dif- ferentiable search index,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Transformer memory as a dif- ferentiable search index,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:15:59.820201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e982385d-6d8e-4385-8ec5-b88dc9a1de5d · outbound

This paper cites an unresolved cited work.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:15:59.808066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06923df0-9fac-4658-b70f-dbb9439ef7e8 · outbound

This paper cites an unresolved cited work.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:15:59.797556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2b7ce356-ae66-4e6d-a303-dcccab9085ee · outbound

This paper cites The Llama 3 Herd of Models.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems The Llama 3 Herd of Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.564755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b615882-f887-4e60-b945-148bf506c398 · outbound

This paper cites Qwen2.5: A party of foundation models,.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Qwen2.5: A party of foundation models,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.568900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 688ffd2d-a083-4db7-9294-8e088f83adb3 · outbound

This paper cites Available: https://qwenlm.github.io/blog/qwen2.

RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Available: https://qwenlm.github.io/blog/qwen2

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:59.572834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.