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Paper Citation Record · LEDGER

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2608.11493.

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

pith.paper-citation-record.v1
2608.11493 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:17:36.437443Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a0c8c75-398f-4736-90bb-dca0b588c55d · outbound

This paper cites Reasoning Models Don't Always Say What They Think.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Reasoning Models Don't Always Say What They Think

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.384628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.384628Z digest=sha256:5eab9bada17162ce61d857722b64fa11a10c03bc47a09b7445b885034b8f2b90

Observation d9d80696-1e57-46af-89fe-325a6f66ba8b · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:17:36.679506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:17:36.388559Z digest=sha256:953d81bbebe7924c3fa2e5debfdde91fde024ebb512180cfa6f80ede0d068360

Observation d812cd28-acfd-4bd1-9e33-cffd9ef401cb · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:17:36.671208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:17:36.391919Z digest=sha256:1fa8cc9021f44c211a683cf703ccf941e118864768a1e1d5fdbc691dcde6dea3

Observation c4ca5495-5027-4368-a79f-ec37578a4117 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.395087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.395087Z digest=sha256:061f8c45b9779ea24041378342ecaf1bceb393e66b0b26d31931bbd037d92878

Observation 5d29aa6f-eae8-4dee-b207-6895e09a08a2 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.398301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.398301Z digest=sha256:13c027ecdafb7be97286d5d0af9c29ddbfdb5f17c19c708b40f1084dd10a1e23

Observation a42593d1-1765-4b96-aa9c-c52c9b258450 · outbound

This paper cites When Two LLMs Debate, Both Think They'll Win.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation When Two LLMs Debate, Both Think They'll Win

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.401570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.401570Z digest=sha256:85385d86e9c0394c8cde024882f7e626ba9d8059c370330269b0a269765b4cc3

Observation 313f65c6-660c-4758-99b7-07b9dc6ccda4 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.405120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.405120Z digest=sha256:d8c153bf5f5ae108312abeb6956ce121da84ebd186f448b48f228baeb2b2bb4b

Observation b3f42137-4f42-4168-b7d7-2d6537461d8d · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Towards Understanding Sycophancy in Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.408263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.408263Z digest=sha256:73f88c4337c0eae93eb05efe1e8c8468488f4104630884f25cc281001e3af6dd

Observation e68e5e15-dffc-4875-b7b9-0fb7a4c70a2f · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.412138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.412138Z digest=sha256:204bf354f63dcd25a09f3f4350e0cb3ab07f6145f0bef9d9ca5d4260b117b6e8

Observation ff22d3d0-4233-43db-91dc-beb3aa56c3ed · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:17:36.651611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:17:36.416094Z digest=sha256:c8a19599fdeba82457620ae0d99bc2509e8e6621e6a0c2432e299332fd2385d4

Observation b623e17f-d50a-430d-99e2-618b840516a9 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.419081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.419081Z digest=sha256:3bb683a3b42ddade28ec0ce7bb2fe6353c9a657a847179d99afc9562e162d747

Observation 1f03677f-0e77-4313-8ac6-737550941b52 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.422069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.422069Z digest=sha256:619b42972c536ee2934daab3fc4156dc63de798c1999ac0aca602be9f6be23c4

Observation 699b8094-cceb-43f1-b66e-4b5c8742a709 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.425162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.425162Z digest=sha256:81596833c16c6326462e30c334ea3e143e45b949b2f91929b024543044b768e6

Observation b91d7c48-7cc6-4846-a89b-f887c8b30621 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:17:36.631907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:17:36.428187Z digest=sha256:50dfa7531bd45e2973b8e73273893ca085a6b38458c79a3a3c6813a1e50555d8

Observation c6a144b5-c93c-4cdf-8e3e-ec8e57c03f82 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.431148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.431148Z digest=sha256:0ae9708a950541b98d1ab793c3df721cbbef3077c02d8c39a45e90e97be2f58b

Observation 6e936b29-4134-4de2-809f-1c618ef1173d · outbound

This paper cites Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.434120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.434120Z digest=sha256:faa29205d8a13926c04bd65ce9d9afcb6291ae8a4ca1b76d55b583fdb469acc8

Observation c0e5061e-d7a2-4075-ab54-a09d7fd22fa1 · outbound

This paper cites an unresolved cited work.

From Prompting to Behavioral Alignment: Personalized LLM Judges for Recommendation Evaluation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T14:17:36.437443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:17:36.437443Z digest=sha256:3c72208e1bc7942477f51daf85e2cdf25c7441cef974dcef443f2f409e3c68ca

Pith citing papers

No inbound Pith citation observations are available.