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Paper Citation Record · LEDGER

Large Language Models are Not Stable Recommender Systems

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.15746.

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

pith.paper-citation-record.v1
2312.15746 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:00:23.495497Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T18:42:29.253277Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation de5f998b-f708-459d-9898-92def34d821c · inbound

Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders cites this paper.

Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders Large Language Models are Not Stable Recommender Systems

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T13:00:23.495497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:00:23.495497Z digest=sha256:fe2dcca20a8b46fdd1c14b934335733936644904a27701158382cb250b816397

Observation 2af88599-bc5b-42f6-a94a-a01d4548e0a9 · inbound

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking cites this paper.

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking Large Language Models are Not Stable Recommender Systems

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T05:40:10.826556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:40:10.826556Z digest=sha256:846da0e5cd322bb3c966d41e3f3e2baa44a7bd4d9dafdc04b4b4ffd36ff785fb

Observation f6167894-d736-4025-8d82-50bdf57ce307 · inbound

One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation cites this paper.

One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation Large Language Models are Not Stable Recommender Systems

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:11:27.205811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-07T07:34:40.725207Z digest=sha256:4edc36bf158f8d5269b42e6b7ca9e0ced20e10f190c4600825b42d10b71ab27d

Observation 2acc05d7-94a4-4af0-a95a-6a7b4be8fcf4 · inbound

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges cites this paper.

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges Large Language Models are Not Stable Recommender Systems

Reference 159

Resolution
verified exact
arxiv_id, observed 2026-06-28T18:42:29.255304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T18:41:06.636352Z digest=sha256:9252a71620751bff9a8124f8ec11db06562951ea2cb934a3504fe0bfb2b9bc86

Observation fe45643e-abd4-48b4-b2e3-951900f3deec · inbound

LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation cites this paper.

LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation Large Language Models are Not Stable Recommender Systems

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-11T20:29:43.700229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:29:43.700229Z digest=sha256:b670b46abd390cd6da5f8e21880ca525c5c71b86f761f77416f49efc51284829