Paper Citation Record · LEDGER

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 4 inbound Pith citation observations for arXiv:2602.13626.

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

pith.paper-citation-record.v1
2602.13626 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:32:09.911061Z

measured 42 of 42 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:58:31.994649Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T03:57:38.260075Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78718d57-4b8c-4b79-8275-a6c463276475 · outbound

This paper cites Bao and 1 others.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Bao and 1 others

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.525839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22e4e2a-4b60-4484-8953-09d3a89f14f9 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? On the Opportunities and Risks of Foundation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.585060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb6d9315-a876-4cb7-a16f-44bcea294c85 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, and 1 others.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Brown, Benjamin Mann, Nick Ryder, and 1 others

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.671781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b0acec-3f3b-481d-b9e1-ef935011e457 · outbound

This paper cites Extracting Training Data from Diffusion Models.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Extracting Training Data from Diffusion Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.748005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e01daa-0f77-43be-a41b-92045eb0338d · outbound

This paper cites Quantifying Memorization Across Neural Language Models.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Quantifying Memorization Across Neural Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.827979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1609db6a-8aa5-4a33-abc0-c4f1808b36d7 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.924086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf31c7a-2aa3-43b5-80b7-181e08ccd333 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:07.983012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7b69852-b8a2-48f1-bb97-c46eb43477e9 · outbound

This paper cites Dai and 1 others.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Dai and 1 others

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.048334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5373665-19c8-446c-bab0-9e96a6be1599 · outbound

This paper cites Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5).

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.109768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6728a6a7-417a-43b8-8025-45d86541cbaf · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.152611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1567c083-03c6-427a-adf7-1fd741c36377 · outbound

This paper cites Maxwell Harper and Joseph A.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Maxwell Harper and Joseph A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.204731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43d454b-aede-445f-b336-0d89ca78c713 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.257571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e676142-84e8-4506-b815-7e7f1939b5c8 · outbound

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

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.312670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b019ffc7-fbc0-4952-b53f-cbf7452470fc · outbound

This paper cites Scaling Laws for Neural Language Models.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Scaling Laws for Neural Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.373517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e4330b-4484-4d6d-ae7a-8213d9dbe946 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.468184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb050a8-0257-4e34-8338-097494b0bc18 · outbound

This paper cites Large Language Models for Generative Recommendation: A Survey and Visionary Discussions.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Large Language Models for Generative Recommendation: A Survey and Visionary Discussions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.528769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f345c3ec-522a-43a8-914e-2ea8974a1a5d · outbound

This paper cites Li and 1 others.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Li and 1 others

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.582270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a048c5-68e5-46e1-9721-31a4df91d568 · outbound

This paper cites How Can Recommender Systems Benefit from Large Language Models: A Survey.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? How Can Recommender Systems Benefit from Large Language Models: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.633592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961a51a4-c67b-4020-8941-d524c96d2501 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-02T23:33:22.148292Z

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 4bd4744e-675d-4d21-883d-d42593c6aab3 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.737883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2adc434-a3f2-4d66-b4e1-2ecc833da8d6 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.788906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d528bf-feb6-4608-8649-c3f743d70518 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.845611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc51d36-b4f8-43ed-97ec-839ff9f53f6d · outbound

This paper cites GPT-4 Technical Report.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:08.929607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b1b60c-5e85-478e-bf11-db68052f706d · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.013968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50e9ff4-261b-4d4e-9f1a-44d2b7d8d892 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.096271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44667a42-6cec-4660-b6bc-a5cd45fe3a12 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.158012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e860959-aecb-4868-baa9-03f25fe64e60 · outbound

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

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? LLaMA: Open and Efficient Foundation Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.210472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeb14b96-6de8-4e15-9152-44376f435758 · outbound

This paper cites Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.261748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c317db-1899-499d-bee1-d32b921a2897 · outbound

This paper cites Emergent Abilities of Large Language Models.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Emergent Abilities of Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.314415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b357c05-1477-462d-9621-1337b372cd2d · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.401375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a3c461-2420-4c77-ac7c-c04602fd5f20 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? A Survey on Large Language Models for Recommendation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.512965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b4729b-d26c-41d1-916a-48c732b07c29 · outbound

This paper cites Zhang and X.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Zhang and X

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.557428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cda2482-caf6-4842-bb1e-5b8c701697b1 · outbound

This paper cites Text-like Encoding of Collaborative Information in Large Language Models for Recommendation.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.610826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44336350-e57e-49e1-a8ba-1dc569748e80 · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.683380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e23b289-94da-4c96-ad42-f0aa18b19fcc · outbound

This paper cites an unresolved cited work.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.733953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0be77a86-62d8-4578-a0e6-0e23617115be · outbound

This paper cites Don't Make Your LLM an Evaluation Benchmark Cheater.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? Don't Make Your LLM an Evaluation Benchmark Cheater

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.809875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0e2736-48bd-4f46-bb8b-493880b6a378 · outbound

This paper cites online" 'onlinestring :=.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? online" 'onlinestring :=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.873639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4260e045-cac2-4301-ab3b-b9ff9a2a36e9 · outbound

This paper cites write newline.

Benchmark Leakage Trap: Can We Trust LLM-based Recommendation? write newline

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:09.911061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9c1db78e-ec38-47d9-8704-72d6300f7308 · inbound

Generating Leakage-Free Benchmarks for Robust RAG Evaluation cites this paper.

Generating Leakage-Free Benchmarks for Robust RAG Evaluation Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:05:11.978910Z

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 0770b013-f1ed-4824-814d-15a6d5ff5256 · inbound

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems cites this paper.

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:57:38.261268Z

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 d3cb02e2-b7bf-4c48-a437-b37e3cae0f8a · inbound

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems cites this paper.

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-01T18:15:58.170863Z

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 7612bacc-3254-44c7-a112-3a1de6b2a54c · inbound

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems cites this paper.

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T11:58:31.994649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.