Paper Citation Record · LEDGER

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.05598.

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

pith.paper-citation-record.v1
2506.05598 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:37.258611Z

measured 31 of 31 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 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy20
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f05e0ba2-5c28-4811-b146-41b0286d4c58 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:41.412056Z

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.

Observation e6cd6402-f4bf-42c7-b460-a48824cea2fb · outbound

This paper cites compliance) are not personalizable unless reasonable people would disagree on the necessity of refusal.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs compliance) are not personalizable unless reasonable people would disagree on the necessity of refusal

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.327517Z

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.

Observation a3aa35fe-7ad2-4c4a-a78a-d9eda9f2af87 · outbound

This paper cites InInternational Conference on Learning Representations (ICLR).

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs InInternational Conference on Learning Representations (ICLR)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.491676Z

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.

Observation 8f3f1f2d-4e35-4a3d-852b-ff7934d37448 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs MemGPT: Towards LLMs as Operating Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:35.384917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f027e81-5a0f-4b36-8ad7-a09fece87a93 · outbound

This paper cites Whose Opinions Do Language Models Reflect?.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Whose Opinions Do Language Models Reflect?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:35.466430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feca6f60-9abb-4c4d-a827-0922f1994d4d · outbound

This paper cites Even if a query invites personalization, incorrect or incoherent responses are categorized as non-personalizable.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Even if a query invites personalization, incorrect or incoherent responses are categorized as non-personalizable

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.086269Z

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.

Observation 1052782a-9614-47a9-8f86-810cfada5bad · outbound

This paper cites However, responses to such queries may still exhibit meaningful personalization if they vary significantly in tone, depth, or creativity.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs However, responses to such queries may still exhibit meaningful personalization if they vary significantly in tone, depth, or creativity

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.223781Z

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.

Observation 236a9f73-d250-4c9a-acaa-d9bb36b355e5 · outbound

This paper cites Reformat this into a list.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Reformat this into a list

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.176309Z

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.

Observation a8180d2c-a0bd-4773-89d9-53ad036293d4 · outbound

This paper cites Tell me about X.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Tell me about X

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.125092Z

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.

Observation da8700b5-b25f-4bad-bef8-152d54ffc611 · outbound

This paper cites Explain gravity to a 5-year-old.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Explain gravity to a 5-year-old

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:41.044040Z

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.

Observation bf7fbfb7-887b-40ad-9f43-03950f8e7c4b · outbound

This paper cites Write a Hemingway-style description of a beach.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Write a Hemingway-style description of a beach

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.949600Z

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.

Observation f66e4479-26e3-4638-8aef-88a1f7751fd1 · outbound

This paper cites Summarize the Bible.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Summarize the Bible

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.819193Z

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.

Observation 2a45b51d-eae7-473f-930a-6e9e9e01ddd8 · outbound

This paper cites What is 2+2?.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs What is 2+2?

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.689807Z

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.

Observation 4018bd94-3078-4f66-b9a1-ad8f72c56b22 · outbound

This paper cites Reformat these instructions into bullet points.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Reformat these instructions into bullet points

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.588528Z

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.

Observation 8608bd23-7a40-4688-ab12-a9f3911b625d · outbound

This paper cites Translate this into German.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Translate this into German

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.475210Z

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.

Observation 87b423d3-22c3-462f-9863-1ab21ae442a3 · outbound

This paper cites Should the assistant help build an AI with specific characteristics?.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Should the assistant help build an AI with specific characteristics?

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.351988Z

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.

Observation c6e2b689-297f-41dd-af97-e608b7cd278b · outbound

This paper cites Why do chatbots use the phrase ’as an AI language model’?.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Why do chatbots use the phrase ’as an AI language model’?

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:40.097036Z

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.

Observation 55738712-c5c9-4fd4-b09a-c984ebaad112 · outbound

This paper cites Summarize Monte Carlo methods in reinforcement learning.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Summarize Monte Carlo methods in reinforcement learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:39.881565Z

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.

Observation 35ce61e9-5a6b-4716-9ab8-c9c3b5095340 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:39.574109Z

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.

Observation bf04579e-e797-4735-8e9a-bc0b68ffc6cf · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:39.340118Z

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.

Observation ac936d22-8914-406c-b016-1390b59537d9 · outbound

This paper cites Your output fields are:.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Your output fields are:

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:39.062868Z

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.

Observation 5f5e5b56-f1bc-4164-8791-6567f8aa7a27 · outbound

This paper cites [[A]]" if you believe assistant A’s response is more suitable, or.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs [[A]]" if you believe assistant A’s response is more suitable, or

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:38.823144Z

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.

Observation e6191eca-f044-440d-a08f-0b503cf74c43 · outbound

This paper cites Your output fields are:.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Your output fields are:

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:38.648891Z

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.

Observation cf176f1a-a041-4e5a-b7eb-7ff7a6fe85aa · outbound

This paper cites Welcome to Wrexham.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Welcome to Wrexham

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:38.462086Z

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.

Observation 1c7c48c6-36e1-4e98-89ff-553a96f91229 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:38.168684Z

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.

Observation 91dc3f44-f90e-4548-a31a-0ce8478b9af7 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:37.912845Z

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.

Observation 3b9fa22b-caa4-459d-86cb-35bd9ba79459 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:37.784216Z

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.

Observation 344219b4-5d1d-45a8-8ade-3d634c3e7d12 · outbound

This paper cites an unresolved cited work.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:19:37.583078Z

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.

Observation a87f57c8-4eb3-4510-af5e-95aba77269ac · outbound

This paper cites This persona is likely a lifelong learner who enjoys exploring diverse topics but prioritizes clarity and utility in information.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs This persona is likely a **lifelong learner** who enjoys exploring diverse topics but prioritizes clarity and utility in information

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:19:37.463458Z

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.

Observation 77191b7a-b9f9-4665-86af-8dfc66f185c8 · outbound

This paper cites Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:35.176981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98904b76-c045-4272-8df0-82cbe3a08d6f · outbound

This paper cites Can LLM be a Personalized Judge?.

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs Can LLM be a Personalized Judge?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:35.094808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.