Pith. sign in

Paper Citation Record · LEDGER

Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.16460.

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

pith.paper-citation-record.v1
2503.16460 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:20:37.698315Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T12:05:43.485821Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f3c2a917-338d-4fac-a066-d598e6dcac9c · inbound

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students cites this paper.

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T04:20:37.698315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:20:37.698315Z digest=sha256:b8d27875a9f45441bc0bd89ca346d485c4bb63110a4e10fcd9844549fca1866c

Observation e8493e4b-03a7-4fd0-9884-62a960582bc4 · inbound

Evaluation of LLMs for mathematical problem solving cites this paper.

Evaluation of LLMs for mathematical problem solving Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Reference 119

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:11.966573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:11.966573Z digest=sha256:eaab6ea212da6f21a61039bd5c52cbae95fa383aef9d5713bd9fb8f551485f4c

Observation 2489f6b1-b228-482b-b4c6-7160e562a932 · inbound

What Drives Interactive Improvement from Feedback? cites this paper.

What Drives Interactive Improvement from Feedback? Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-01T12:05:43.487360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-01T02:36:20.649687Z digest=sha256:44672ae00fd22aff8d03f39b5589f71ef8ebee4d0ced1f2ddbbca316d0aaed08