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Paper Citation Record · LEDGER

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking

As of 18 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.03091.

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

pith.paper-citation-record.v1
2608.03091 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:56:43.938216Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

29 of 29 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved26
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a58904c-3b6a-4fec-af2e-a7c6fd44559d · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 1

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malformed identifier
no resolver link, observed 2026-08-15T14:56:43.796002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.796002Z digest=sha256:be5388f9200b1bede45599ba4def735c5e313ae5fbfe7f1ce4bdad70fd81a5e1

Observation 0325f284-0f59-4964-ae3d-4e19ad92fe24 · outbound

This paper cites Evaluating Position Bias in Large Language Model Recommendations.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Evaluating Position Bias in Large Language Model Recommendations

Reference 2

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no resolver link, observed 2026-08-15T14:56:43.800701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.800701Z digest=sha256:d3db957002a10f00dc2cd5c9f86a150e8820990728e012e0d33b42cd1cadc379

Observation 497f6d61-9b00-4126-8af0-43be9a061da8 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-15T14:56:43.805534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.805534Z digest=sha256:780ae28c6bf76bf7e6b6e7749a22a4d80ae76e9ab345067d4d29115d93a3afed

Observation f15c6020-43c1-41d0-b663-24147150890a · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-15T14:56:43.984970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 36e34c6c-9fa7-4d71-a373-d2c378c4d550 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-15T14:56:43.813884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.813884Z digest=sha256:52d2d24a08e34460bc186d10f75bca59540a09101dd28b6faf94e245028192a8

Observation 5f8c44f4-ddd4-43e9-9536-f1a8dd0871c6 · outbound

This paper cites Sivakumar.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Sivakumar

Reference 6

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unresolved
no resolver link, observed 2026-08-15T14:56:43.818788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.818788Z digest=sha256:344f0ab9cfcfa2fcee1d5411d6eca495d15fe7db37da1024328572cb97c5f9b9

Observation 510c6e73-a37f-4571-9939-dd5385fa8c65 · outbound

This paper cites Leveraging Large Language Models in Conversational Recommender Systems.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Leveraging Large Language Models in Conversational Recommender Systems

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.824481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.824481Z digest=sha256:9659d2ca93cfe198bc071ce6f90b89f9604ca76243806522bfc73c24895510ec

Observation bc87f1ce-2d5b-4c0c-84d0-86e81ec897ce · outbound

This paper cites LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations

Reference 8

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unresolved
no resolver link, observed 2026-08-15T14:56:43.832151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.832151Z digest=sha256:b4c8791b3e7ec4e6074c969f8e3711e05a217b22102c3dd2d2b9a1e6bf1e18ca

Observation 7c2cca5f-036f-4102-a2aa-eaafb3987439 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-15T14:56:43.836688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.836688Z digest=sha256:4213cc58647236c4bf3b51dd40dcea2239d104d5e10c5734f5f39c9257cfdea1

Observation 31d5b5d4-d834-4c6f-95e3-8809c092fb79 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-15T14:56:43.844751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.844751Z digest=sha256:95dd8f9d5b34b017d1f04ae65a5a53e7237eaf1f536ef161b2c467383cb9fa52

Observation 45c3c804-a934-4cfc-a4c6-4efb5adba980 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.848979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6d11ec9c-5555-4428-9739-0d05bd72504a · outbound

This paper cites LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.853809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.853809Z digest=sha256:87f31a96cf62eefd7f22ab632f91f5eb193cd7ff376bff36494649679e470241

Observation 14537779-c17c-4908-862c-a30eef610dad · outbound

This paper cites Large Language Models are Zero-Shot Rankers for Recommender Systems.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Large Language Models are Zero-Shot Rankers for Recommender Systems

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.859788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.859788Z digest=sha256:dbc3b8801ce0195bb22d65e8b8449c48d825bab79debebcf5224f2a0a04fc5a7

Observation 7497b58e-187b-449a-9cc5-3381fc202759 · outbound

This paper cites Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.864702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 65788389-c770-4bb9-a3c2-7377df1e473f · outbound

This paper cites Is ChatGPT a Good Recommender? A Preliminary Study.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Is ChatGPT a Good Recommender? A Preliminary Study

Reference 15

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unresolved
no resolver link, observed 2026-08-15T14:56:43.869594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.869594Z digest=sha256:8227388a52b7229fa9da7c7ae3b76bcdf9468e4267c109140feae9798dd14e1d

Observation 6fef3cad-2964-4318-84d8-a1eaaf1e8bdb · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Lost in the Middle: How Language Models Use Long Contexts

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.876312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cefc8e8b-0cf1-464d-a531-9dc52421c2cd · outbound

This paper cites Large Language Models are Not Stable Recommender Systems.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Large Language Models are Not Stable Recommender Systems

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.880761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.880761Z digest=sha256:181d37c1df5f0735ff2094b8643e275516cc63303bf2a73d3c518f73a38ca690

Observation 32cce19e-8200-4e19-8747-e07bafab08c1 · outbound

This paper cites Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.887978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ed570c89-1e0f-47d7-b1a7-c8eb0fc1c62d · outbound

This paper cites Self-Calibrated Listwise Reranking with Large Language Models.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Self-Calibrated Listwise Reranking with Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.892959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 264e79fd-358a-4e2c-9f95-9000b5ca0e83 · outbound

This paper cites Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences

Reference 20

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T14:56:43.897305Z digest=sha256:7c8366e9bf9e909083996bb0b5ef4e472e60cb6e4e1c92da8a872de2e18db3d8

Observation 7d3f058b-0ea4-4929-b164-ebcdf4a91f05 · outbound

This paper cites Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.901764Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.901764Z digest=sha256:382ef0f4f6f57cc9a702ea54fecb839e73d40e21c200cf4267a6e7e39b6216fd

Observation b94a1740-b742-461b-9ec8-771ea819c5db · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-15T14:56:43.906322Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.906322Z digest=sha256:0d2b9c8b0531a9f0f38b5463454cf2986b2e66dd76f9f94c213e0e4871502044

Observation c67d54c4-90cc-46ce-8ae8-80eb1ac059f1 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-08-15T14:56:43.915672Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.915672Z digest=sha256:0d802b161f274de82b04580fce193b12fdebcdc7b87fd4da3c50181deb9db631

Observation 374b74e5-bf7c-454b-ba65-f6d22bfb5645 · outbound

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

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking A Survey on Large Language Models for Recommendation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.920152Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.920152Z digest=sha256:a00f2e81203f85c91910cc3839d93dbaccceb1589b65c24cdb450971f4f25965

Observation d209eebd-96bf-4019-910a-2b00bffab786 · outbound

This paper cites In-Context Example Ordering Guided by Label Distributions.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking In-Context Example Ordering Guided by Label Distributions

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.924421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f1d76e01-7451-49c9-a13c-92cef314b749 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking PALR: Personalization Aware LLMs for Recommendation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.929225Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.929225Z digest=sha256:12fb807c8e50df76c1eb34c610afe3b4617c2caac6f90e01ea65814ecb0ba164

Observation faf32cc8-6d1e-48a5-8d01-1e78aa8a2d48 · outbound

This paper cites LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 27

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unresolved
no resolver link, observed 2026-08-15T14:56:43.933476Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.933476Z digest=sha256:e3425c5ccc3be9671dcd5476766be9dfa09cb35f8a3e597efdf50d2c8fb5dfbc

Observation 4da3fa63-6ce6-4839-8e7e-7af666d25535 · outbound

This paper cites an unresolved cited work.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking Unresolved cited work

Reference 28

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unresolved
no resolver link, observed 2026-08-15T14:56:43.938216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:56:43.938216Z digest=sha256:d78b725d02e32b7ec272e36b9fcc056e3071f97b3b7dbe41ee929825c80ecc87

Observation cf8ebe17-5532-46c0-8f77-4476d28a847a · outbound

This paper cites InProceedings of the 2024 conference of the North American chapter of the Association for Computational Linguistics: human language technologies (volume 1: long papers).

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking InProceedings of the 2024 conference of the North American chapter of the Association for Computational Linguistics: human language technologies (volume 1: long papers)

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T14:56:43.910973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.