Paper Citation Record · LEDGER

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.10932.

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

pith.paper-citation-record.v1
2607.10932 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T08:13:38.894338Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1478f950-7dff-4afd-b312-d8983109eb70 · outbound

This paper cites Journal of Finance , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Journal of Finance , year =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bcca1a7-d537-4854-886a-aa6c6076627c · outbound

This paper cites Journal of Finance , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Journal of Finance , year =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation a5b3e1de-04ec-41f9-91d3-8c2a16faf0ad · outbound

This paper cites Review of Financial Studies , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Review of Financial Studies , year =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation c3a8bd5f-a9c3-4595-a8d2-fc8d3114b16f · outbound

This paper cites Journal of Financial Economics , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Journal of Financial Economics , year =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation fc12b1e8-9ae5-44e6-8475-5f9847a0baa4 · outbound

This paper cites and MacBeth, James D.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and MacBeth, James D

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 6e8717b2-4303-4c04-b200-4306a5fe75c9 · outbound

This paper cites , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery , title =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf1f50e-307c-4b66-9fc4-c6bda3d82b46 · outbound

This paper cites , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery , title =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e6be04-5a25-4dd2-ad91-7c936d68684e · outbound

This paper cites Journal of Finance , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Journal of Finance , year =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d86108a-bc22-486a-ad30-28888b51a125 · outbound

This paper cites Journal of Financial Economics , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Journal of Financial Economics , year =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba916fc-c5c4-447e-8852-bc829486e7d0 · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 366cb5e3-d550-4d81-ba91-8b032c9118de · outbound

This paper cites and Wang, Hui and Yang, Yi , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Wang, Hui and Yang, Yi , title =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d330cb-ca89-4f79-ba5d-9fda6c77c683 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery BloombergGPT: A Large Language Model for Finance

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 2dd63cc0-6124-47a5-988c-a2ac5c14450b · outbound

This paper cites and Xiu, Dacheng , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Xiu, Dacheng , title =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 71f8ac1d-37f6-469f-8052-35afba57769b · outbound

This paper cites Proceedings of the 5th ACM International Conference on AI in Finance (ICAIF '24) , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Proceedings of the 5th ACM International Conference on AI in Finance (ICAIF '24) , year =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 6c809735-5bef-44c7-ae38-81235550e5d8 · outbound

This paper cites an unresolved cited work.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 45f7eb5d-f7cb-4a5e-85c6-4a0677de4796 · outbound

This paper cites and Guillaume, Jean-Loup and Lambiotte, Renaud and Lefebvre, Etienne , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Guillaume, Jean-Loup and Lambiotte, Renaud and Lefebvre, Etienne , title =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 1d00ad01-8760-4d92-af9c-3ce6fc1719e4 · outbound

This paper cites , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery , title =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10ff506-ae07-49d2-bff3-7685a1f58215 · outbound

This paper cites and Laskey, Kathryn Blackmond and Leinhardt, Samuel , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Laskey, Kathryn Blackmond and Leinhardt, Samuel , title =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 4fd9bed3-bdf0-48b4-b191-7f94a0af87bf · outbound

This paper cites and Richardson, Thomas and Macon, Kevin and Porter, Mason A.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Richardson, Thomas and Macon, Kevin and Porter, Mason A

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbfcab5d-a1b8-4b7b-8338-2510d6a37e1a · outbound

This paper cites and Welling, Max , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Welling, Max , title =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Unavailable: canonical work link unavailable.

Observation 3fe24adb-2434-4c59-9de8-a8518613e826 · outbound

This paper cites Graph Attention Networks , booktitle =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Graph Attention Networks , booktitle =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 5bfc1a30-2c51-4276-9bbe-31fa41511573 · outbound

This paper cites and Ying, Rex and Leskovec, Jure , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Ying, Rex and Leskovec, Jure , title =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d1f297-9501-421e-b5aa-409d609f404d · outbound

This paper cites Physics Reports , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Physics Reports , year =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17df2187-8a84-4a5b-b869-ef852e392c52 · outbound

This paper cites and West, Kenneth D.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and West, Kenneth D

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 17cecb78-b16a-4650-8e07-944c36778a82 · outbound

This paper cites , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery , title =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 56dfee2a-f747-4e4f-86da-0a1b73e5b07c · outbound

This paper cites and Ozdaglar, Asuman and Tahbaz-Salehi, Alireza , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Ozdaglar, Asuman and Tahbaz-Salehi, Alireza , title =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation c0b7f616-bf7f-461b-988b-d6dd29b73fbe · outbound

This paper cites Global Business Networks , journal =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Global Business Networks , journal =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation b1e04879-6cec-4dff-be9a-d14e891a2339 · outbound

This paper cites SIGKDD 2023 Workshop on Robust NLP for Finance , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery SIGKDD 2023 Workshop on Robust NLP for Finance , year =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation dfc8abe8-5fa7-45f7-8c5c-8e0bd1339e39 · outbound

This paper cites Proceedings of the 6th ACM International Conference on AI in Finance (ICAIF '25) , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Proceedings of the 6th ACM International Conference on AI in Finance (ICAIF '25) , year =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Unavailable: canonical work link unavailable.

Observation 4e9f43fc-20f2-4e58-8161-9b60434ae794 · outbound

This paper cites Cross-Stock Predictability via LLM-Augmented Semantic Networks.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Cross-Stock Predictability via LLM-Augmented Semantic Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 34b2944b-0f17-445f-901c-e5b39814b493 · outbound

This paper cites Review of Financial Studies , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Review of Financial Studies , year =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 1b6ae1ec-08b2-48f6-b5d5-e3cedcc84539 · outbound

This paper cites 2020 , note =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery 2020 , note =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 276be0bc-8e52-47a9-b1f2-c1bf24433107 · outbound

This paper cites and Manela, Asaf and Xiu, Dacheng , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Manela, Asaf and Xiu, Dacheng , title =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d242ea58-f989-4bb9-bcdf-885ffc9c3198 · outbound

This paper cites Management Science , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Management Science , year =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 9802799d-5591-4425-983f-c7471bb15abc · outbound

This paper cites and Xiu, Dacheng , title =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Xiu, Dacheng , title =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

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Observation 0f9e9f5e-ab05-4429-a94b-c183efd64797 · outbound

This paper cites A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 43f7cf73-359d-47dd-a07d-1f5f660dc5ab · outbound

This paper cites ACM Transactions on Information Systems , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery ACM Transactions on Information Systems , year =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 2b4cf8da-c05c-496c-bc2a-2bc618ea300b · outbound

This paper cites HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation dd548723-c6a6-4d72-8732-a8d6f5b91f43 · outbound

This paper cites Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22) , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22) , year =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 6a2b6108-5d47-4226-96a2-f0b8f934c5a9 · outbound

This paper cites and Williams, Stacy and McDonald, Mark and Fenn, Daniel J.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery and Williams, Stacy and McDonald, Mark and Fenn, Daniel J

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Unavailable: canonical work link unavailable.

Observation 910b933a-f808-4acf-852a-aff9abfabba1 · outbound

This paper cites Applied Soft Computing , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Applied Soft Computing , year =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Observation 8d28be9a-a662-4e73-a5e2-ff7c97b768b7 · outbound

This paper cites Finance Research Letters , year =.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery Finance Research Letters , year =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

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Pith citing papers

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