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Paper Citation Record · LEDGER

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs

As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.14235.

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

pith.paper-citation-record.v1
2506.14235 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:23:37.464415Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c67995e4-9d62-4054-a571-94f166ad0251 · outbound

This paper cites History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T00:23:38.401472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d870f9ab-ed3f-4d9e-81ba-5b9bf1b74bb2 · outbound

This paper cites InPro- ceedings of the Web Conference 2018, pages 1771–.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InPro- ceedings of the Web Conference 2018, pages 1771–

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:39.788505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:35.759236Z digest=sha256:a75b8f1dd98363e57338369d59ee816f13e62bb027e5a4c74c72db1d78485f30

Observation c8c7ba14-7fd2-466c-aa71-4c6b299fd827 · outbound

This paper cites InFindings of the Association for Computa- tional Linguistics: NAACL 2024, pages 4303–4317.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InFindings of the Association for Computa- tional Linguistics: NAACL 2024, pages 4303–4317

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:39.106907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:36.195278Z digest=sha256:bb847d941824d0d874acccc73575189862347c7b7556eaada6eff7e3fa072a81

Observation 112e9b29-1c38-46ca-b26d-8f297d871ac6 · outbound

This paper cites Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:36.371293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:36.371293Z digest=sha256:4d14ee22029582e1efef11309d37b5b63ec4da0980ae8f644ad5dcd49747d56e

Observation 5b00a7ba-5ac4-4de8-a550-cce3205c0fde · outbound

This paper cites InFindings of the Asso- ciation for Computational Linguistics: NAACL 2024, pages 1178–1191.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InFindings of the Asso- ciation for Computational Linguistics: NAACL 2024, pages 1178–1191

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:38.729332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:36.533470Z digest=sha256:2933f696fcffc9e77dda2cebbea1433065a7facd672ce70b22968013aad56968

Observation e5e44744-a840-4f3e-8aa3-42869c6eff42 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:36.660064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:36.660064Z digest=sha256:7eb067978b744513b2b1d9f05dc69d7a01844e11f92cb2e43091e932648d6066

Observation c1cf78ec-2b20-4795-8c5c-6bec4eba8334 · outbound

This paper cites A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T00:23:38.038748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:36.784637Z digest=sha256:c276fe8466930facd2d8335f37e3411bb0852439f996ac290ea513f278845cd1

Observation 586e21ad-c0e7-4140-963b-d22c883ef8cf · outbound

This paper cites Logic Diffusion for Knowledge Graph Reasoning.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs Logic Diffusion for Knowledge Graph Reasoning

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T00:23:37.712673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:37.213166Z digest=sha256:7f63a38ae893211c1524282a803036133ed122f218de32c10d698a8531a1ec9f

Observation ed1a915f-5f59-425f-bb3e-3ce7291bea8c · outbound

This paper cites Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:37.464415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:37.464415Z digest=sha256:ac713ef0e8775d9c5099dae8d1c5cbd1596e5eed378b4813008f3cebe1b3cc7c

Observation a8c69e8c-c29e-4f60-a859-b341bdaf753a · outbound

This paper cites Multi-Task Deep Recommender Systems: A Survey.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs Multi-Task Deep Recommender Systems: A Survey

Reference 351

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:36.985960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:36.985960Z digest=sha256:63d6c571ed463fad815f2123b4d651c2781b3c228e4dc72b83b8c0cee27eabce

Observation 86d18161-d9b1-4e9b-87c1-c30cd99183d0 · outbound

This paper cites InISA annual convention, volume 2, pages 1–49.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InISA annual convention, volume 2, pages 1–49

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:39.364917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:36.047359Z digest=sha256:e78c343caeff2f9f9385c8c8cd94804604908f331abfc94066acc2d31d9efb24

Observation c33672f6-25d5-4e4f-abb4-76046cbff671 · outbound

This paper cites InProceed- ings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4816–4821.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InProceed- ings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4816–4821

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:40.208848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:35.231239Z digest=sha256:fb90d7505f615d548fabd993a27a40beeeafe98c83eab88f05412e3b6d28c83a

Observation 220fc0ae-b18c-403c-bf77-694b22b33dd0 · outbound

This paper cites InProceedings of the 2020 Conference on Empiri- cal Methods in Natural Language Processing, pages 6669–6683.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InProceedings of the 2020 Conference on Empiri- cal Methods in Natural Language Processing, pages 6669–6683

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:39.999998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:35.590820Z digest=sha256:c2b31aec68bfc55b29db235f194a0040cc80cb3d9acbc7d3bb43b61cc0b8c5d0

Observation d85fd7d0-8c30-49c4-9b70-c89bd13e8609 · outbound

This paper cites InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:23:39.590925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T00:23:35.873028Z digest=sha256:e1d296fdb091be4823c76fc5dc873758c5678fcbc33ec587d7af4030d41ae681

Observation e43dedc4-f16e-422b-b181-1373bc66df2c · outbound

This paper cites A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:35.150678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:35.150678Z digest=sha256:bf2e7bd82eb26f1c45c052b1ccfdc764f3e8c99a07a6b9b0b65be528f968b822

Pith citing papers

No inbound Pith citation observations are available.