Paper Citation Record · LEDGER

Learning When to Trust via Selective Context Preference Optimization

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.06377.

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

pith.paper-citation-record.v1
2608.06377 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:10:44.120366Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de5fff26-e8b1-47a2-bcc3-f095138614c9 · outbound

This paper cites SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model.

Learning When to Trust via Selective Context Preference Optimization SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.127049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e938e8c-db6b-4dc0-ac0c-5762692f62be · outbound

This paper cites Gemma 3 Technical Report.

Learning When to Trust via Selective Context Preference Optimization Gemma 3 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.503102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb65bb2-77a6-48d0-b336-fc58a81573cc · outbound

This paper cites an unresolved cited work.

Learning When to Trust via Selective Context Preference Optimization Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.574558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d82cb14-4d33-4725-bd02-00f969e27112 · outbound

This paper cites User-Assistant Bias in LLMs.

Learning When to Trust via Selective Context Preference Optimization User-Assistant Bias in LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.689310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89561fec-e23d-4a63-a641-293eab41b16d · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

Learning When to Trust via Selective Context Preference Optimization Ignore Previous Prompt: Attack Techniques For Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.752073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d5ff6d-3413-4f9d-87c4-f67d0d645c0f · outbound

This paper cites an unresolved cited work.

Learning When to Trust via Selective Context Preference Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:10:44.536920Z

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.

Observation 6757a1d3-49ee-44ec-a07c-bcd9837e1cbe · outbound

This paper cites Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA.

Learning When to Trust via Selective Context Preference Optimization Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:44.016598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11c4f194-8b8c-4dc9-8b93-a3cd0d378853 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Learning When to Trust via Selective Context Preference Optimization Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.266892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5bd237e-3b6e-4762-9592-bbeaf23a7bb4 · outbound

This paper cites an unresolved cited work.

Learning When to Trust via Selective Context Preference Optimization Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:10:44.758253Z

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.

Observation a2ffcca9-4f3c-4ee8-9a5e-e6bd2b924f5c · outbound

This paper cites Purified OPSD: On-Policy Self-Distillation Without Losing How to Think.

Learning When to Trust via Selective Context Preference Optimization Purified OPSD: On-Policy Self-Distillation Without Losing How to Think

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.931332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce39efe-da83-462a-b9b7-a328143600b6 · outbound

This paper cites Phi-4-reasoning Technical Report.

Learning When to Trust via Selective Context Preference Optimization Phi-4-reasoning Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:43.082824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3daa9e-4fa4-4c73-a3e0-ae48bf3b87fe · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

Learning When to Trust via Selective Context Preference Optimization Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:44.120366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.