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Paper Citation Record · LEDGER

Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.08910.

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

pith.paper-citation-record.v1
2411.08910 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:23:34.721474Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:49:17.377854Z

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 145530d6-075b-4a6e-9fe0-852bbeb0957a · inbound

Combining model tracing and constraint-based modeling for multistep strategy diagnoses cites this paper.

Combining model tracing and constraint-based modeling for multistep strategy diagnoses Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T16:23:34.721474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:23:34.721474Z digest=sha256:b0fb1bcee4e37a4e1f82f1a06358c8ea43ca55479294e933215a3d278c9f3f66

Observation 2b20b035-3218-47aa-a0f6-ff25ff7a5c5e · inbound

LLMs as Teaching Assistants for Mathematics Exam Grading: Reliability, and Practical Usability cites this paper.

LLMs as Teaching Assistants for Mathematics Exam Grading: Reliability, and Practical Usability Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:49:17.382450Z

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.

source=pdf_text observed=2026-07-04T00:42:49.944512Z digest=sha256:709a2836e9e0e66b8b13a65654f4e8f8219c1ecc303019148f5f491922d75615