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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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=sha256:3c38a7c304b1844d35e4ed6782ab45a66f0d7b6b5db60596c09a71cc88f57b0d

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:a5960e7d8834854988536cddab1562dcccd3f69707cfd031261c2ddf4a4af335

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-01T18:03:36.538235Z digest=sha256:9e6e2faf7401e6f09c3476ac3d564176fbf06afe02e53e586b9a6164e8f559c2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-01T18:03:36.594857Z digest=sha256:570baf07419ce7c7da9a0231e4739a5ce45b8b26c3db7d99ca45a4d9dbb71fbf

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=sha256:46c3e6f6af584c6baaa2ed57ba42280c3af9d299e3d312494eabffa5b6cd8e98

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=sha256:4007c7636e41708f05a001a6366d09fda71179e7d69375340c8a32891f0383fa

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:a318502c47b920b19b48b4b7a458c82efd2400bb40e368d0c74005dc17c84c06

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=sha256:0d2953e1ff90feeb1895c2e6eafeccba3f8d5fed4356fac2de64d9754d813c7a

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=sha256:88e9dfcd0d0f652aba96c4b5a2474c4d405f0e8b24f1943b7de8704be5be2f43

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=sha256:39464e9e04a0575176cbbe7669464e1b7ad434c32cac661009f5949962639d2e

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:f8b9b8faddadb68708e5eac9c4f5d9158ca96fabc7b698905464f048454997ee

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:fbe707193ea6abb178eb27d49ba0005d0466f53854e2a61046c3857001a34846

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=sha256:723742ecbcb561bd3b9ca91e409a3f5c9257a97dce29a445263a49466f97b8a5

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=sha256:2d47b26502f2a240489269191efb9427e5b9c95eceabe1523dd3fdebc4ce4969

Pith citing papers

No inbound Pith citation observations are available.