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Paper Citation Record · LEDGER

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.17420.

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

pith.paper-citation-record.v1
2607.17420 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:03:37.210162Z

measured 14 of 14 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

14 of 14 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4c76b98-30ea-4337-adc2-a8f50ede505e · outbound

This paper cites Principled Per- sonas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Principled Per- sonas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.441148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.441148Z digest=sha256:29432b7690ff943e28592d6956411199d60ad5b337b28c109bd8edbd74cdc260

Observation 5b76c9df-a0f9-4833-ad58-c7939bd6a8b6 · outbound

This paper cites The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.482798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.482798Z digest=sha256:704a468d01743b74e8141ad94a671fbff1be7137c75af30bc9d6c68fc4a5ed9b

Observation 1a97a5fc-af5c-4279-a7c2-12f89de7d80e · outbound

This paper cites Persona Prompting as a Lens on LLM Social Reasoning.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Persona Prompting as a Lens on LLM Social Reasoning

Reference 3

Resolution
verified exact
doi, observed 2026-08-01T18:08:30.538001Z

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=2026-08-01T18:03:36.538235Z digest=sha256:a7efe1dc3874d22c58155e106cd03e73ab815008fa26806c931dda3c94ceb5c0

Observation 23270b6e-43e9-49a3-97a8-5bb55296d9a8 · outbound

This paper cites SPeCtrum: A Grounded FrameworkforMultidimensionalIdentityRepresentationinLLM-BasedAgent.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation SPeCtrum: A Grounded FrameworkforMultidimensionalIdentityRepresentationinLLM-BasedAgent

Reference 4

Resolution
verified exact
doi, observed 2026-08-01T18:08:30.376053Z

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=2026-08-01T18:03:36.594857Z digest=sha256:e0d28fe191df79f034bb3c8af85f3630629beaf39c20de765f98d94a35c9f1b7

Observation c0b30775-a00f-40da-aa3d-077b5487ee60 · outbound

This paper cites Expert Personas Improve LLM Alignment but Damage Accuracy: Bootstrapping Intent-Based Persona Routing with PRISM.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Expert Personas Improve LLM Alignment but Damage Accuracy: Bootstrapping Intent-Based Persona Routing with PRISM

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.640065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.640065Z digest=sha256:25b76ba7f7bfd6302d61f9dde8989a5a691b763124ebbfe6eaeee6e79b03c151

Observation df01e518-d824-4139-9067-961d0749d1a1 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation A Survey on Large Language Models for Code Generation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.679921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.679921Z digest=sha256:72a307a8fadb80e549025113dacf067f98170db6335d9275cc878d5185890140

Observation 17d22bf3-51ba-42a6-a42a-1468e34172e4 · outbound

This paper cites LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.733406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.733406Z digest=sha256:cc6e767e5f778a3f6a18213a0feb86403ee96f077740d0131a02e2fb72246f4e

Observation 9ae33aac-592f-4744-b99f-299502bb0308 · outbound

This paper cites González-Barahona.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation González-Barahona

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.791903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.791903Z digest=sha256:798c79a7b7629dc78585c3b7487aaff79d0195d398bf8c2c8f46073939ad2e31

Observation 9003ed95-f141-480b-8560-443b02ae4816 · outbound

This paper cites LIFEBench: Evaluating Length Instruction Following in Large Language Models.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation LIFEBench: Evaluating Length Instruction Following in Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.857585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.857585Z digest=sha256:38b18ffda69eeff28b20745eb80c23185003970e014f2f257d356c6f344795ca

Observation d9c38f3f-d747-4ae5-9555-398816151c2f · outbound

This paper cites Bowman, and Sara Price.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Bowman, and Sara Price

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.917799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.917799Z digest=sha256:15bde0127bf43aec4dbec31e932f69b20d94d2bed0803e7dbec463dd49cafc58

Observation ca466a76-e79a-4350-bd56-a9be0c5903d8 · outbound

This paper cites Cambridge University Press, 2007.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Cambridge University Press, 2007

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.950583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.950583Z digest=sha256:51581222e109afea5d883f060326831c1b74d045730c2832519db0e24f3fced1

Observation ff353d5e-eb26-4382-b711-d88a14620044 · outbound

This paper cites Equivalence Tests: A Practical Primer for t Tests, Correlations, and Meta- Analyses.Social Psychological and Personality Science, 8(4):355–362, 2017.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Equivalence Tests: A Practical Primer for t Tests, Correlations, and Meta- Analyses.Social Psychological and Personality Science, 8(4):355–362, 2017

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.996829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.996829Z digest=sha256:8e66d0d556ecde24d74429cbfe1b6cb1ad7bc678776181b3af10dcddd1eb5b6b

Observation d5020c65-9ac4-4210-b50c-b8fda08cd4be · outbound

This paper cites Nosek and Daniël Lakens.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Nosek and Daniël Lakens

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:37.051200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:37.051200Z digest=sha256:bcecbb3d8c0b2811744ca30672da11c7be9d0faaf9ee5dd0a5dc695b6bd55155

Observation 6f2f548b-6961-4448-bc80-f31b2a20d50f · outbound

This paper cites Simmons, Leif D.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation Simmons, Leif D

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:37.210162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:37.210162Z digest=sha256:46cd0125bcb731ac9ed4037518a695a21800cda52babe48891c40481754e3fee

Pith citing papers

No inbound Pith citation observations are available.