Pith. sign in

Paper Citation Record · LEDGER

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2501.12300.

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

pith.paper-citation-record.v1
2501.12300 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:22:05.514989Z

measured 14 of 14 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:21:24.757475Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T21:21:24.914775Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a40cefb0-424c-4ec0-a7e5-5b2cf2883b70 · outbound

This paper cites Meissner, L.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Meissner, L

Reference 1

Resolution
verified exact
doi, observed 2026-08-10T17:22:05.703801Z

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=2026-08-10T17:22:05.452350Z digest=sha256:803437baba987448cfc935c9b90de217f9b43695cfff85053fcad0a2b43789ef

Observation f39d0c0f-b645-4e76-90e0-3c8d77a9800d · outbound

This paper cites Ibrahim, S.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Ibrahim, S

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.457596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.457596Z digest=sha256:9dd82f74a17cf5144e020c8ad9efeff58a53f08735818b753761327abec9f59e

Observation b53819da-5ff5-4507-b09f-4daaad9e4cd8 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations A Comprehensive Overview of Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.462768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.462768Z digest=sha256:b9532c11dec66e3e78fe4a78075c82209524fb8b5c840fa1359573f3ec871052

Observation 9758053e-687b-4ffd-89f8-16cc138931d8 · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.468183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.468183Z digest=sha256:40dae219ceb07b385d9ce74b69a52d89484827f2bfdb4d99dc09bbbfe9ed9974

Observation b8093c3a-3261-4b80-ad55-4477754f6a0a · outbound

This paper cites Abu-Rasheed, M.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Abu-Rasheed, M

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-10T17:22:05.906703Z

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=2026-08-10T17:22:05.473931Z digest=sha256:2c0254e2f34440911846a6ff2a826bb2a7a135cb9e7ee48d7d695c2019420259

Observation 509794c8-027b-49b8-9178-edcdeb14b9d0 · outbound

This paper cites Kejriwal, Knowledge Graphs: A Practical Review of the Research Landscape, Information 13 (2022) 161.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Kejriwal, Knowledge Graphs: A Practical Review of the Research Landscape, Information 13 (2022) 161

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.478759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.478759Z digest=sha256:06665726a8189b4fcdd14121ec9181c302624d3f89e451260a06788561c93465

Observation 6abcb1ab-c4a1-4563-b26c-17d90a2e8053 · outbound

This paper cites From human experts to machines: An LLM supported approach to ontology and knowledge graph construction.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.484884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.484884Z digest=sha256:42725ea189b578bb66824aef13b622421463570642fb38bc0a14f2f7c1301b17

Observation 2e9fb75a-d2eb-4dec-a1b8-d6a414492027 · outbound

This paper cites Jhajj, X.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Jhajj, X

Reference 8

Resolution
verified exact
doi, observed 2026-08-10T17:22:05.621009Z

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=2026-08-10T17:22:05.490763Z digest=sha256:4784c43c1617a5ecb18e945ac0cfdf61b909190376a593d54f0ee1df229c2029

Observation d268a922-c589-4fc8-aa08-592011f370b5 · outbound

This paper cites Abu-Rasheed, C.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Abu-Rasheed, C

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.495768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.495768Z digest=sha256:a5deaab701170722b549018315851c1a012496ccaf87a380df36f7470b262d5b

Observation f430a659-12d6-4a26-b5eb-5ded4c3f7fca · outbound

This paper cites Stancin, P.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Stancin, P

Reference 10

Resolution
verified exact
doi, observed 2026-08-10T17:22:05.604689Z

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=2026-08-10T17:22:05.500506Z digest=sha256:5928f80f421a97cd22599dfde41446824f589bb4223cfa1134a0d64d7df2efc8

Observation 7d948599-1d80-4243-a246-14d2972b03e9 · outbound

This paper cites Katis, H.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Katis, H

Reference 11

Resolution
verified exact
doi, observed 2026-08-10T17:22:05.588242Z

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=2026-08-10T17:22:05.505516Z digest=sha256:4bc6d08d1ea2abab8ea759a5d52deb5eeb438e71882368d3ff916b27f62f3b11

Observation d7c99fb2-d3ca-4ee7-b57e-645e2581e5fe · outbound

This paper cites Ilkou, H.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Ilkou, H

Reference 12

Resolution
verified exact
doi, observed 2026-08-10T17:22:05.571898Z

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=2026-08-10T17:22:05.510241Z digest=sha256:17cad8bd6a8b46f0e4a96129997d096aa10f8f50e612c0cc63ccc083f8b223ad

Observation 9fb5f113-5f3e-4810-a7c2-1fa40851ed81 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations Robust Speech Recognition via Large-Scale Weak Supervision

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:05.514989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:05.514989Z digest=sha256:665fa4fd947e1190030d0ed3c68d9b051689bb10ec5639d69ee96cfd050b5043

Pith citing papers

Observation 760d5644-caa7-4fc5-9de6-129c7c626055 · inbound

Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs cites this paper.

Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:21:24.921623Z

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=2026-08-15T21:21:24.757475Z digest=sha256:dbaa7163f2152fe36876bd6358bd51f49236b4fd4977f9bb240af1aad8566006