Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T14:21:13.948592Z
Paper Citation Record · LEDGER
Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles
As of 23 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2512.20780.
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
2 of 2 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b1a8f711-88a9-4cdd-b18e-1587991d8f3c · outbound
This paper cites Mistral 7B.
Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles Mistral 7B
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:21:13.944959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bad6704d-28eb-4cf6-8aaf-f795c5f8e440 · outbound
This paper cites Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction.
Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:21:13.948592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.