Paper Citation Record · LEDGER

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation

As of 11 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2502.15709.

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

pith.paper-citation-record.v1
2502.15709 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:57:23.203930Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:02:54.050021Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T07:41:00.938025Z

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b7e107c-1f1e-4736-b9c4-b46249524f4f · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.744494Z

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.

Observation 0a2d1539-b7f3-4ee0-934d-95b93eb1f056 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.064434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8370cf-8673-47ae-8477-f30a1130fff2 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.726040Z

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.

Observation b59a7b4c-efcc-4636-b7bf-2d510f9e5845 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.714922Z

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.

Observation c227d14d-89a8-41c1-8efb-d4bdec265df8 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.075923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e48f8b1f-6e9c-4dca-b86d-21a1d5621553 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.697038Z

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.

Observation 51285d86-b10c-4a94-a1eb-97b5158a7918 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.686568Z

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.

Observation 737c91da-4365-4455-9303-867522fd5e30 · outbound

This paper cites On amenability and measure of maximal entropy for semigroups of rational maps: II.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation On amenability and measure of maximal entropy for semigroups of rational maps: II

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:57:23.372514Z

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.

Observation ff8eb527-8725-401e-a6c0-19e839896010 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.675446Z

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.

Observation fad50d21-a968-4f60-9f14-1edb4c30d42f · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.093549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d423a5ff-d869-4d1d-8c9e-6ed5e68818fd · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.658603Z

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.

Observation d10c3b70-91ff-4778-a17d-b2287fa3a0a3 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.646753Z

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.

Observation 6b058cdd-1997-456c-8250-82cd9b8f4919 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.636456Z

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.

Observation abaca9d5-5b29-4601-a888-d9fc7c1e2939 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.113166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbc77f7d-1459-4ac8-af39-34a45df22d04 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.619035Z

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.

Observation 644d8804-5bc7-4c1d-9374-9c202debf757 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.609098Z

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.

Observation ca714462-7d06-4a34-8fb6-995aa13b9ecd · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.597403Z

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.

Observation f7462699-5e37-4d97-bb7b-2ac297d493ad · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.585331Z

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.

Observation fbf4d886-e7f6-438a-aede-25807c0da133 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.572823Z

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.

Observation ed7bc8ff-512f-4593-b0bf-ec736d2ddcb2 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.561756Z

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.

Observation 15afb5fb-07fe-4368-a866-7f0a07310747 · outbound

This paper cites Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.142387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7e8a00-9f1f-4317-8902-99b0713f37de · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.146232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b2bcd1-2d3f-45dc-9296-a6a74222e0a3 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.532605Z

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.

Observation b621e079-b9fe-4729-96f7-55f4ac4c97e6 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.521611Z

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.

Observation 0e89b7ec-df43-48bf-af2f-5f326981f513 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.505814Z

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.

Observation 70bdf58b-9043-40d0-aecf-9d081adccd71 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.489362Z

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.

Observation 16e1f3bb-c249-4ed1-b6b6-67618237f531 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.477636Z

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.

Observation 9d5d08fe-4ba6-4c87-8614-bad7bf7eecc4 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.464566Z

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.

Observation a4981432-cb35-4a01-a018-43184a1b2727 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.177665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cd03db-8ba7-4619-8e92-af1910352148 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.444242Z

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.

Observation 6fa17034-634f-4f29-a3ab-b7c3c767f139 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.429440Z

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.

Observation fae3b6db-8831-4ec3-ae3a-2e324a2d5ac5 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 32

Resolution: malformed identifier; no resolver link, observed 2026-08-10T17:57:23.189099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67183853-620e-472c-8b38-175ca5a216ff · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.415806Z

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.

Observation 7edbf39e-9393-491b-8433-f0909ed10c1c · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.403242Z

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.

Observation 8e148b88-7311-4f82-82fa-44e51cec3df6 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:57:23.391020Z

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.

Observation fbb9ab53-6cb6-4701-9f0b-eabad10a2a13 · outbound

This paper cites an unresolved cited work.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.203930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3816614a-f192-4016-b2f6-60f7292468e3 · outbound

This paper cites A Survey of Knowledge Tracing: Models, Variants, and Applications.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation A Survey of Knowledge Tracing: Models, Variants, and Applications

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T17:57:23.149790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8079b1f-3efe-4b5d-b7b9-d231fa898039 · outbound

This paper cites MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing

Reference 2022

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T17:57:23.356710Z

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.

Observation 4a3d1266-58ee-444e-be67-e40ba29625aa · outbound

This paper cites In International Conference on Intelligent Tutoring Systems.

TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation In International Conference on Intelligent Tutoring Systems

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:57:23.550208Z

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.

Pith citing papers

Observation bd85141c-b802-4749-a740-daee176226ee · inbound

Confidence Without Competence in AI-Assisted Knowledge Work cites this paper.

Confidence Without Competence in AI-Assisted Knowledge Work TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:41:00.939347Z

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.