Paper Citation Record · LEDGER

Lightweight Relevance Grader in RAG

As of 23 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.14084.

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

pith.paper-citation-record.v1
2506.14084 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:58:51.384378Z

measured 28 of 28 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 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

28 of 28 outbound references displayed

verified exact0
verified fuzzy2
unresolved25
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 291d147e-ada1-4a4a-a18b-ba6adf6b71cb · outbound

This paper cites GPT-4 Technical Report.

Lightweight Relevance Grader in RAG GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.258703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de7440b-0350-49b6-af55-16d321e0632a · outbound

This paper cites Zhang, L.

Lightweight Relevance Grader in RAG Zhang, L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.264312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ff6c9b-945e-4ab5-a27c-9a2ea2bd27fb · outbound

This paper cites Large Language Models: A Survey.

Lightweight Relevance Grader in RAG Large Language Models: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.269518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e198ce-35cf-4431-a739-81fb446d3d36 · outbound

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

Lightweight Relevance Grader in RAG Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.274193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8deb8f37-612e-4c0e-afe5-d597c1426c22 · outbound

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

Lightweight Relevance Grader in RAG Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.279054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a77ff9-1a1f-46d0-9cbb-3921d0cc3f99 · outbound

This paper cites Robertson and H.

Lightweight Relevance Grader in RAG Robertson and H

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.283911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 716c533d-00e0-492f-9ab9-4d33fcb0e04e · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.289520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 531baa47-ddeb-4077-861c-84e281c458a7 · outbound

This paper cites Approximate Nearest Neighbor Search in High Dimensions.

Lightweight Relevance Grader in RAG Approximate Nearest Neighbor Search in High Dimensions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.294531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a786675-c1f3-41c3-9986-06b40b6351e1 · outbound

This paper cites Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs.

Lightweight Relevance Grader in RAG Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.299495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9855d9-019b-477a-97ef-8e0cc85eba30 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.935902Z

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 6594b0f7-3b58-4ba6-9c15-79d0ed7786c7 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.922396Z

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 f2da3769-4c9b-4df9-8656-5220d703d9b5 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.908585Z

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 f98932f8-b7d8-418b-9c4b-392d68379932 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.893455Z

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 48078cf5-9ec1-438a-8c1b-a7741d253933 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.878894Z

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 1a85684d-f1c2-48dc-8c66-f7229cc5b85f · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.863261Z

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 43c0e580-5e68-445b-9bec-eb5477324016 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.846775Z

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 c741c2e9-5cdb-446d-97ad-3bbabf139f19 · outbound

This paper cites Decoupled Weight Decay Regularization.

Lightweight Relevance Grader in RAG Decoupled Weight Decay Regularization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.335049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c009b753-38b3-48c7-85a3-5d5be8e8b6c0 · outbound

This paper cites Hadsell, S.

Lightweight Relevance Grader in RAG Hadsell, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:58:51.832259Z

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 2fe1d6c6-9840-4bf4-98d8-5457393613dd · outbound

This paper cites Computing Power and the Governance of Artificial Intelligence.

Lightweight Relevance Grader in RAG Computing Power and the Governance of Artificial Intelligence

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.343846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15a01cd-5481-42be-843b-f05131bfef91 · outbound

This paper cites Don't Forget to Connect! Improving RAG with Graph-based Reranking.

Lightweight Relevance Grader in RAG Don't Forget to Connect! Improving RAG with Graph-based Reranking

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.348522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e25ebe1-2631-4032-9da6-80ff7f41c2d7 · outbound

This paper cites RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.

Lightweight Relevance Grader in RAG RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.353216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52dd74b6-9690-4099-8cd0-4ad9469f3343 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:58:51.817614Z

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 4d2c102b-881e-4aaf-a0b9-fae2b29f21d4 · outbound

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

Lightweight Relevance Grader in RAG LLaMA: Open and Efficient Foundation Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.361821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95014ea7-dfe5-45d4-bc00-b8eea3b24912 · outbound

This paper cites an unresolved cited work.

Lightweight Relevance Grader in RAG Unresolved cited work

Reference 24

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T19:58:51.802464Z

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 3cc47832-f3d0-4d69-aac8-dee5fd4252df · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

Lightweight Relevance Grader in RAG Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.370636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0400e783-1764-490d-8f84-ee67635a7515 · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Lightweight Relevance Grader in RAG Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.375976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319f3032-ed23-4124-b853-750bfb348035 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Lightweight Relevance Grader in RAG LoRA: Low-Rank Adaptation of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:58:51.380317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3a8828-33cf-4982-ba65-bf47f0435c4d · outbound

This paper cites S TUDY OF LOSS FUNCTION There are two distinct types of loss functions used in classification: cross-entropy loss and contrastive loss [18].

Lightweight Relevance Grader in RAG S TUDY OF LOSS FUNCTION There are two distinct types of loss functions used in classification: cross-entropy loss and contrastive loss [18]

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:58:51.787935Z

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

No inbound Pith citation observations are available.