Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T10:13:29.675147Z
Paper Citation Record · LEDGER
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration
As of 23 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2601.21410.
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 2026-08-23T06:30:58.430688+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
27 of 27 outbound references displayed
- verified exact3
- verified fuzzy6
- unresolved16
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 84806743-3af0-43ab-afb5-7b3bc8a8a099 · outbound
This paper cites Challenging the empirical mean and empirical variance: A deviation study.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Challenging the empirical mean and empirical variance: A deviation study
Reference 1
- Resolution
- verified exact
- doi, observed 2026-05-16T10:17:43.671277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2f8180a2-ec5b-4ac3-9314-b7380e6f69df · outbound
This paper cites month = oct, year =.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration month = oct, year =
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T10:17:43.676549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a05574f8-8879-4cb6-80e8-9e45e01441eb · outbound
This paper cites ISBN 9781510860964.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration ISBN 9781510860964
Reference 3
- Resolution
- verified exact
- doi, observed 2026-05-16T10:17:43.679626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f5e73dd-9a3b-4c94-aa6c-fbafb3179be7 · outbound
This paper cites Accessed: 2026-01-22.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Accessed: 2026-01-22
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.353112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5a19ba33-7a48-4f64-8c42-c0fb05739d5c · outbound
This paper cites ℓ LX l=1 πl ˆfl(X), Y !# − KX k=1 nk n E.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration ℓ LX l=1 πl ˆfl(X), Y !# − KX k=1 nk n E
Reference 5
- Resolution
- verified exact
- doi, observed 2026-05-16T10:17:43.668448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a13606cd-61b9-4638-bc4d-0b980b6d9c7a · outbound
This paper cites E(X,Y).
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration E(X,Y)
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.350788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7215c3e1-e264-498b-a92d-aee3a6728be4 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.355626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 16fb2990-7ee0-4fc7-a98a-19a8a29c719e · outbound
This paper cites If validation fails, we proceed to the next extracted JSON.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration If validation fails, we proceed to the next extracted JSON
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.337843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1a92ff1c-1815-44fd-b96b-82385d2a8892 · outbound
This paper cites power of 1/importance.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration power of 1/importance
Reference 9
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-16T10:22:45.342918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 039ce8db-ba05-47cd-b0b6-9437a20738a8 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.362755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3a8fb41f-9e80-40b9-88f2-5c7eb49eca36 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.332604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7bdee0a8-4299-4198-a084-143f51a31227 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.347919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6c7584c8-a1ed-4563-bcdd-c5fdc3273909 · outbound
This paper cites scores": {.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration scores": {
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.360525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ee4cd88c-37dd-4553-8544-b123f87cf7ba · outbound
This paper cites DO NOT perform any train/test splits.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration DO NOT perform any train/test splits
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.330365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 52bd69d3-31a9-4fa5-9464-9c86ca03ff2f · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.334991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 73f124d6-ef74-4741-9f91-75e9b1818e4b · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.340447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 620ec408-0de3-4331-ac85-aa683d6fcccc · outbound
This paper cites and a ’target’ column.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration and a ’target’ column
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:22:45.312718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1c5af96d-4e17-41a6-a185-4d74611bf013 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.321631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 806f02aa-c349-4ad0-b7c0-44b9410976fc · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.327787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4d1618c6-4191-4a30-933f-5e75912a81b3 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.310394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 15ca88f0-bdc4-4e0f-b14a-932aaa4122d3 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.317131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b5f96b00-72d3-47fe-b0fd-3717ba22e572 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.319344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 83566aed-418d-4629-a22a-c2999fe2e7ed · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.324404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0852f48b-c509-443d-a9fb-d782189a81d8 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.357870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c33e6ff2-8911-4ff1-bbc1-852455a9a990 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.314850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a890daac-d69a-4e78-919b-20986b913fc1 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.365980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c17dd119-1f3f-41ac-bca9-98775f075070 · outbound
This paper cites an unresolved cited work.
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:22:45.345455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.