Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:21:40.997661Z
Paper Citation Record · LEDGER
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains
As of 9 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2606.15841.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
5 of 5 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bce4c447-23a7-4c53-a44f-59c1c57e0f2b · outbound
This paper cites Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation.
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:21:40.881716Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88d02e3e-8f59-4ebd-92b2-8d439a3e145f · outbound
This paper cites Santiago Balseiro, Haihao Lu, and Vahab Mirrokni.
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains Santiago Balseiro, Haihao Lu, and Vahab Mirrokni
Reference 1134
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:21:40.604578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c8ff15f-a78d-458c-ab0f-94ca179b61c6 · outbound
This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:21:40.659447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8341b38-459f-49d1-9a48-b68716fef9df · outbound
This paper cites RouteLLM: Learning to Route LLMs with Preference Data.
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains RouteLLM: Learning to Route LLMs with Preference Data
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:21:40.997661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d5fd4e8-7552-4d33-b159-761e1d1babc5 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains Training Verifiers to Solve Math Word Problems
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:21:40.788022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.