Paper Citation Record · LEDGER

The Story Shapes the Agent: Narrative Priors in LLM Behavior

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.18566.

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

pith.paper-citation-record.v1
2607.18566 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:04:32.090152Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87149e8b-d4d2-4a90-adc4-b425ab90aa6c · outbound

This paper cites Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.161398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76956c2-713d-449b-b7b7-b6595ac566f9 · outbound

This paper cites Character-llm: A trainable agent for role-playing.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Character-llm: A trainable agent for role-playing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.382823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be2dc6f-c0bc-4e0d-bee3-b92f1b386f1e · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

The Story Shapes the Agent: Narrative Priors in LLM Behavior ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.486134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72371fbd-fc1f-4887-8d9c-28718a4e02c2 · outbound

This paper cites Two tales of persona in llms: A survey of role-playing and per- sonalization.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Two tales of persona in llms: A survey of role-playing and per- sonalization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.560958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2aad0d-7673-4141-aeeb-0ebb8bdb4baf · outbound

This paper cites Rolellm: Benchmarking, eliciting, and enhancing role-playing abilities of large language models.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Rolellm: Benchmarking, eliciting, and enhancing role-playing abilities of large language models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.677755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c057baa-a5d2-4487-9a7d-dcaeb9da450b · outbound

This paper cites Llm agents in interaction: Measuring personality consis- tency and linguistic alignment in interacting populations of large language models.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Llm agents in interaction: Measuring personality consis- tency and linguistic alignment in interacting populations of large language models

Reference 1988

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.032137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7687e7ec-9534-410f-8136-8fa2af4e275a · outbound

This paper cites PersonaGym: Evaluating Persona Agents and LLMs.

The Story Shapes the Agent: Narrative Priors in LLM Behavior PersonaGym: Evaluating Persona Agents and LLMs

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.292297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f849a2fa-781e-4558-814b-74dec4185188 · outbound

This paper cites Incharacter: Evaluating personality fidelity in role- playing agents through psychological interviews.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Incharacter: Evaluating personality fidelity in role- playing agents through psychological interviews

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.774990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c2d035-6591-43e9-a469-79f404dccf5d · outbound

This paper cites Start with conversations to get oriented, then use other resources for specific details.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Start with conversations to get oriented, then use other resources for specific details

Reference 2021

Resolution: malformed identifier; no resolver link, observed 2026-08-01T15:04:32.090152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d8725f-c01f-456c-909e-40fc65275250 · outbound

This paper cites Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?.

The Story Shapes the Agent: Narrative Priors in LLM Behavior Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.894965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd3507b-16cb-476e-9231-0f708804acdc · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

The Story Shapes the Agent: Narrative Priors in LLM Behavior LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:31.220194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b884016-7f19-435e-8fcd-c5e164fa98af · outbound

This paper cites From Persona to Personalization: A Survey on Role-Playing Language Agents.

The Story Shapes the Agent: Narrative Priors in LLM Behavior From Persona to Personalization: A Survey on Role-Playing Language Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:30.955729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.