Paper Citation Record · LEDGER

Unfamiliar Finetuning Examples Control How Language Models Hallucinate

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2403.05612.

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

pith.paper-citation-record.v1
2403.05612 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:31:59.831137Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e847c900-f1ff-4b67-adb6-c42e79d94777 · inbound

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation cites this paper.

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:59.831137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d88254-f59d-4bdf-9567-2c37e02615fb · inbound

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs cites this paper.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:21.817408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56330a92-4448-4380-902d-20dc3f7de3cc · inbound

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models cites this paper.

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:03:46.944390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 147b40e4-a6ea-4bea-9aca-dc29525df415 · inbound

Exploring the Challenges and Opportunities of AI-assisted Codebase Generation cites this paper.

Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T21:47:57.886166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d15bf24f-e233-40de-ae03-f749b7432737 · inbound

Learning Facts at Scale with Active Reading cites this paper.

Learning Facts at Scale with Active Reading Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T21:05:45.219566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb943ee2-cf26-40a3-b4b8-b7879a812195 · inbound

Connections between reinforcement learning with feedback,test-time scaling, and diffusion guidance: An anthology cites this paper.

Connections between reinforcement learning with feedback,test-time scaling, and diffusion guidance: An anthology Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T10:22:38.275970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694d0a83-ec5c-4e89-8a23-614bfa011c49 · inbound

Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation cites this paper.

Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:25:35.037430Z

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 f509c9fb-bb4d-47fb-a64f-03041e99ee1a · inbound

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs cites this paper.

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:41:21.362760Z

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.