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Paper Citation Record · LEDGER

Are Large Language Models Good Temporal Graph Learners?

As of 19 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2506.05393.

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

pith.paper-citation-record.v1
2506.05393 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:09:45.806972Z

measured 68 of 68 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 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

68 of 68 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved42
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aeef676d-fba5-400b-a24f-0c4c14bdcebf · outbound

This paper cites Beaini, S.

Are Large Language Models Good Temporal Graph Learners? Beaini, S

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.920963Z

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.

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Observation aaff0a70-3544-43d3-af7c-5df79294bc87 · outbound

This paper cites Best of Both Worlds: Advantages of Hybrid Graph Sequence Models.

Are Large Language Models Good Temporal Graph Learners? Best of Both Worlds: Advantages of Hybrid Graph Sequence Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.145081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.145081Z digest=sha256:4aea6afad2e160d1d91e8c56f76da9f33e353a799878d77813c5dcc180a128e5

Observation 9000229c-0911-4291-a3d6-695937afd227 · outbound

This paper cites Broder, R.

Are Large Language Models Good Temporal Graph Learners? Broder, R

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.911256Z

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.

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Observation e3525c66-c9d5-491d-a24f-abd718207858 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.262127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.262127Z digest=sha256:aab084ca4cac0a5472338451a75cce9aaa7c5ccbd9a4846d8226aa25f6b11c97

Observation ea811697-5488-46b0-b899-ad1eb5237f73 · outbound

This paper cites Calzolari, A.

Are Large Language Models Good Temporal Graph Learners? Calzolari, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.895334Z

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=2026-08-07T11:09:39.355981Z digest=sha256:8eb174962f7ca4633cce480b43b57e5d7730ed3921bdeb709b86e1bb781afa36

Observation ac94b9dc-4f9d-411a-9b57-edc3e04dc333 · outbound

This paper cites Mistral 7B.

Are Large Language Models Good Temporal Graph Learners? Mistral 7B

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.425234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.425234Z digest=sha256:ddfb078615a1176472f810856f563fd271a63d74f01b4e690acee5d8c1004cc5

Observation 2a855927-668d-464c-90a9-8bf8230b60e6 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.490242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.490242Z digest=sha256:8463b58138abad8c8f625443e264145de94075a5628e906886c3464243394a42

Observation 4929fe3a-0b3e-4b29-a310-aacdce62661d · outbound

This paper cites Chen and R.

Are Large Language Models Good Temporal Graph Learners? Chen and R

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.878213Z

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=2026-08-07T11:09:39.582557Z digest=sha256:4d0b8ade7bf39c74ee3105c73f6f53a9588e2a7c1a189dea74a1306345952a53

Observation 87ffd730-fe35-49e6-9ff0-78318e327f08 · outbound

This paper cites Coda-Forno, M.

Are Large Language Models Good Temporal Graph Learners? Coda-Forno, M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.866133Z

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=2026-08-07T11:09:39.637934Z digest=sha256:02f670352bda68717f7f6e6b29f2712e07982d808a4a560c2f686a8ba05d1374

Observation cb28cfa7-a8e4-4b18-8b3b-d89f9142192b · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.855752Z

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=2026-08-07T11:09:39.722849Z digest=sha256:4ca2841d1b23cbe4963f6d16134fdb2fd50d3b0a729b4084c5e81c4f8d9917ae

Observation a4d652d7-08e9-4c29-9808-ca0de76e3597 · outbound

This paper cites On the Power of Heuristics in Temporal Graphs.

Are Large Language Models Good Temporal Graph Learners? On the Power of Heuristics in Temporal Graphs

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.803775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.803775Z digest=sha256:c31880a9d49aefcde8abbc1cc9e496dff5a08f6925559d3406ce2dcee580b621

Observation f45595a5-c4a8-4fc1-8491-4ad30ea0041b · outbound

This paper cites Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path.

Are Large Language Models Good Temporal Graph Learners? Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:39.870165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:39.870165Z digest=sha256:4142e5273f1270b93214176227989bbbec3a6c438009d8ebf840ff810f2836b7

Observation 1ec1a689-5711-4827-8c54-08a5ecd0d19a · outbound

This paper cites Daniluk and J.

Are Large Language Models Good Temporal Graph Learners? Daniluk and J

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.845401Z

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=2026-08-07T11:09:39.956564Z digest=sha256:7835a9a19e918b2fd22d5425783aed9cf0c07658620cfb84c0db10fce5d4bf6a

Observation d6b50a70-d1c0-4042-bd82-08512ee5cda6 · outbound

This paper cites Devlin, M.-W.

Are Large Language Models Good Temporal Graph Learners? Devlin, M.-W

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.835017Z

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=2026-08-07T11:09:40.069549Z digest=sha256:ba39b5d5183146f556f692acb600896021053f5a9211a68bbc1ad3962af32e3b

Observation 377a7e8c-2957-4bdc-b464-c2b1ef3ef026 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.824835Z

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=2026-08-07T11:09:40.122438Z digest=sha256:328e47628fe6242d8eb59ca540d95f0f8bb78ca3e37efdce2cca963688e97108

Observation 0c04ca12-eac7-40c6-98e2-9535e2b559ab · outbound

This paper cites A Survey on In-context Learning.

Are Large Language Models Good Temporal Graph Learners? A Survey on In-context Learning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:40.174548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:40.174548Z digest=sha256:f93a2e22cdee0e7d1044a7c70a164a21f76aa4fc2b3beef27810b2c445331a2d

Observation 49e84baf-ab9b-46f7-a329-91255b72306b · outbound

This paper cites Dubey, L.

Are Large Language Models Good Temporal Graph Learners? Dubey, L

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.807805Z

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=2026-08-07T11:09:40.255041Z digest=sha256:641b090624f9422f7ff8b40a5702ffe7ba652c3737e4a13417b1df5ed03da6aa

Observation e6c20523-d024-4dc1-bdf7-05985d810b6b · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:40.385283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:40.385283Z digest=sha256:54b55947438435e32e8fcd502366fdb63c502ce0188e929756f97a3e4781c0ee

Observation 539965fb-7e39-4feb-9d3b-345880d6cb6d · outbound

This paper cites Talk like a Graph: Encoding Graphs for Large Language Models.

Are Large Language Models Good Temporal Graph Learners? Talk like a Graph: Encoding Graphs for Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:40.500118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:40.500118Z digest=sha256:d1345898aea88df4665b7a1bd6787394c62f86ceb90bf5d806f7c9d6cd420696

Observation 8e4b2930-a2f3-40a1-829d-51e333157cf6 · outbound

This paper cites Fatemi, J.

Are Large Language Models Good Temporal Graph Learners? Fatemi, J

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.790497Z

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=2026-08-07T11:09:40.659428Z digest=sha256:549c2b6532f76ff28b2be276b3916f8f38fe9f049cf90512fa55767ffe1b9e87

Observation 325c8369-0e4f-4aad-bf73-92786af8dd56 · outbound

This paper cites On the Creativity of Large Language Models.

Are Large Language Models Good Temporal Graph Learners? On the Creativity of Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:40.786048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:40.786048Z digest=sha256:da38b21746debb94eca8e6af79afb18b0f6d93c14f9620e69b1cc07e352482b5

Observation 0963fd88-915d-4ac7-9465-2fb8e4a2a6b4 · outbound

This paper cites Gastinger, S.

Are Large Language Models Good Temporal Graph Learners? Gastinger, S

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.779961Z

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=2026-08-07T11:09:40.913126Z digest=sha256:0f57911d0762bacdaf605dc1e2785896900b60aa9b040c9e3fd09fded9dd7e11

Observation e87c34e0-56a6-484d-9c4c-d063fbfaae80 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.767050Z

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=2026-08-07T11:09:41.037480Z digest=sha256:4cfd78e1516f84401c700ad529886aca64b1e3a16c8b4ba2d938e38916cb5d57

Observation bac0cdc2-1c2d-4a82-b6a3-7023859473f0 · outbound

This paper cites Huang, H.

Are Large Language Models Good Temporal Graph Learners? Huang, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.756924Z

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=2026-08-07T11:09:41.171224Z digest=sha256:fc90b777398f22e0f96c1c54deecb27dddad27b5b56f58aadbbc973f59e26e7a

Observation 8e0adeb2-108b-4a32-8cb0-b9ff66d727d1 · outbound

This paper cites Huang, F.

Are Large Language Models Good Temporal Graph Learners? Huang, F

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.746728Z

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=2026-08-07T11:09:41.308713Z digest=sha256:d4df686abdc9fc7babe469a11f8e007a45a2e7e2655c1924790bf8235e3130a1

Observation 82098892-30ec-4893-88a6-4e6f48f235da · outbound

This paper cites Huang, F.

Are Large Language Models Good Temporal Graph Learners? Huang, F

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.736229Z

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=2026-08-07T11:09:41.427533Z digest=sha256:1f130e0fb725c248ee9409b5d28bba4d96423bc9e774a73e4ffb578319167476

Observation 3cab8a68-ae79-4815-842e-4b5c43f6c36b · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Are Large Language Models Good Temporal Graph Learners? Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:41.606726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:41.606726Z digest=sha256:bd229a9cbdf133eb91b15df56da83e27c7778974a8da7214d14759621d918e1c

Observation a9fdefb2-1e10-485b-8e1c-635f5baff622 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.725875Z

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=2026-08-07T11:09:41.758207Z digest=sha256:e4685ecc3414ddfb9e129d3474248a036d52bf7156675dc5a9c30db3666ab36b

Observation 13388870-4411-4f57-96e9-3e069ae60044 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:41.890857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:41.890857Z digest=sha256:507fd44c3c37003f04898c30e61290e4de963d9d1641ae6f6bebf55726a402a1

Observation 4e9cd9ae-913d-42d6-853f-cdce10f91c95 · outbound

This paper cites Kumar, X.

Are Large Language Models Good Temporal Graph Learners? Kumar, X

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.708681Z

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=2026-08-07T11:09:42.007856Z digest=sha256:66bdd31580093456de3d8f18dca851456ec8c73f4a3ff820469cede536dd12d2

Observation 6b178892-048c-4ec0-9a60-0b8870518af1 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.698338Z

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=2026-08-07T11:09:42.116486Z digest=sha256:4323de97df1542b46dcea69d7f51a5fa6ef3bcb73c65867c3089fc38a71d50ab

Observation ee87b732-f351-4de8-b859-1091d5fa76b0 · outbound

This paper cites Are Large Language Models In-Context Graph Learners?.

Are Large Language Models Good Temporal Graph Learners? Are Large Language Models In-Context Graph Learners?

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:42.254388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:42.254388Z digest=sha256:0a2ad75872122ff90004d3298959d8d2c7d348b55c90c3be35c81455f54898dd

Observation e79ebd2b-4e11-472c-b247-5781855540e1 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.688352Z

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=2026-08-07T11:09:42.424695Z digest=sha256:db2271c90109a2f417fd4a835dc433302d403afd6ad35063bb8829603a097b86

Observation 65dfce88-f77c-461b-9aa6-714b9b6f8366 · outbound

This paper cites Limonad, F.

Are Large Language Models Good Temporal Graph Learners? Limonad, F

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.677964Z

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=2026-08-07T11:09:42.567508Z digest=sha256:2c6859b28cf029223bd6f8cf1a204b06cd00e4a1e04465e1109cd4b27a9e3b9e

Observation 08e04a9e-09e6-41fa-a3ea-26d12db1b4e7 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.667194Z

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=2026-08-07T11:09:42.770204Z digest=sha256:dcf71e0fad1a11fb611fa29b452f1385a2907d1160284a0a4e1f0497311c4537

Observation 16b3e852-13f5-4ca3-b4ec-e457652840ba · outbound

This paper cites Longa, V.

Are Large Language Models Good Temporal Graph Learners? Longa, V

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.655607Z

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=2026-08-07T11:09:42.897453Z digest=sha256:bd9be1fb589d8f0d9ffba92b9f515ced10917f6e33cacebf87bd201ddc8b9455

Observation 6b752542-f850-4282-aad1-559edb6992f6 · outbound

This paper cites Luo and P.

Are Large Language Models Good Temporal Graph Learners? Luo and P

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.643701Z

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=2026-08-07T11:09:43.026903Z digest=sha256:78a4494a8b367aa8c35908b1888374ac3c2eee82913ad86cccd22bcd670aada9

Observation 5158f48f-330a-4ccc-a3bb-98f3f4488c68 · outbound

This paper cites Sources of Hallucination by Large Language Models on Inference Tasks.

Are Large Language Models Good Temporal Graph Learners? Sources of Hallucination by Large Language Models on Inference Tasks

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:43.126942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:43.126942Z digest=sha256:2ea3ab2e4145cd6bfccbce382741922da60913bc333bda95f9d934877716fdbd

Observation 088c8b11-d0bb-4fab-89d7-22ddea94077c · outbound

This paper cites Nguyen, L.

Are Large Language Models Good Temporal Graph Learners? Nguyen, L

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.632875Z

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=2026-08-07T11:09:43.236833Z digest=sha256:ee197ebf349d2d6937314667195ea363d1d093a8468ad0baa3673a71250091ae

Observation 01edc90c-c4e2-4774-9b4a-fd67417ee224 · outbound

This paper cites Chatgpt (mar 14 version) [large language model].

Are Large Language Models Good Temporal Graph Learners? Chatgpt (mar 14 version) [large language model]

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.622717Z

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=2026-08-07T11:09:43.384027Z digest=sha256:66c4826428278e4d4bc738802a51637aef9a0b24563c746f7a37971c7321d284

Observation ff7229ea-1ee7-46fc-8ab0-948aaeaa11b1 · outbound

This paper cites GPT-4 Technical Report.

Are Large Language Models Good Temporal Graph Learners? GPT-4 Technical Report

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:43.451334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:43.451334Z digest=sha256:3b6f801b36996fa183b01e09018343ea220a09daca05a5435f2d4bc88e4624e0

Observation 472fc51b-f42e-4220-9e2c-ebf6ae3bade1 · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

Are Large Language Models Good Temporal Graph Learners? Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:43.562095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:43.562095Z digest=sha256:be62253577f375bd7f26f8a68e45e8d75a408975a799e27ede0a5ecc47828007

Observation e0311a48-b49b-40f9-b6c4-c6e0e926e4d3 · outbound

This paper cites Poursafaei, S.

Are Large Language Models Good Temporal Graph Learners? Poursafaei, S

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.612194Z

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=2026-08-07T11:09:43.704906Z digest=sha256:01c0c3129ddbf8416efab458e39b6271bad19c7897f8d007dec88f22510dcd7a

Observation 80ac438b-12df-4ff8-83a7-529b77ad230b · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

Are Large Language Models Good Temporal Graph Learners? Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:43.852122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:43.852122Z digest=sha256:ca8e46e10c5e3c99db8b8531df3eab3d1d13df68fd6d5bf54afd8993ee996903

Observation 0b6ac47f-512a-4b02-841d-ee48babac68c · outbound

This paper cites Understanding Transformer Reasoning Capabilities via Graph Algorithms.

Are Large Language Models Good Temporal Graph Learners? Understanding Transformer Reasoning Capabilities via Graph Algorithms

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:43.915219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:43.915219Z digest=sha256:f2e012011e39dbb7c6e6f9f9040dd9c4cd705902669119f60ba3f0b529428987

Observation a5620dc6-9e5b-4688-9220-d23804e81dea · outbound

This paper cites Schulz, E.

Are Large Language Models Good Temporal Graph Learners? Schulz, E

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.602634Z

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=2026-08-07T11:09:43.979515Z digest=sha256:1b6aa4c9ee8d093e25602bd7f8b1d00f4c4c17db487369dad957f65f59dcdb91

Observation c2263304-fd1b-42cc-8771-50cef1729a46 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.592478Z

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=2026-08-07T11:09:44.048549Z digest=sha256:9434f4c36d25514e1687fb2ccb90edfe395a6f13de36d478671b34c626bb3420

Observation 59021bee-6888-4945-b4be-914ff6846906 · outbound

This paper cites Shamsi, F.

Are Large Language Models Good Temporal Graph Learners? Shamsi, F

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.548916Z

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=2026-08-07T11:09:44.132780Z digest=sha256:345bdc30d8410ce90f5a140a82da8a58b60e82df573d66e6ccf0dff7f2e5c430

Observation f271d509-18a4-4336-80de-9bc9a473e733 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:48.409964Z

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=2026-08-07T11:09:44.141551Z digest=sha256:aa0f35ff47562a2ad0cc204fe2cbf67d827124b27911e61baee17f36123783df

Observation 56beb501-6015-4e62-af95-31ba57eb2b61 · outbound

This paper cites Singhal, S.

Are Large Language Models Good Temporal Graph Learners? Singhal, S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.311254Z

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=2026-08-07T11:09:44.169303Z digest=sha256:d071edbc45070458b8cbd807d8639828ac65bd56d1e64d283b3a7efcbdb4837b

Observation 732aec3d-bef2-46e0-a2ea-c3b0d44deddc · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

Are Large Language Models Good Temporal Graph Learners? Towards Expert-Level Medical Question Answering with Large Language Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:44.339314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:44.339314Z digest=sha256:2dcabffbe355671d59e5c6e227e06b2bce3fb45b7c359f25c5740f955e1cd0bc

Observation e4afc9c7-db26-4048-a283-ce276b6d658e · outbound

This paper cites Souza, D.

Are Large Language Models Good Temporal Graph Learners? Souza, D

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.204394Z

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=2026-08-07T11:09:44.431828Z digest=sha256:d0dab2aa18a9cfd1739d3e361c995ef2e26ccaf100e175de2b91cf247e3f3f12

Observation 1ffce104-a382-4f36-b8c5-3ddc74e3a821 · outbound

This paper cites Vaswani, N.

Are Large Language Models Good Temporal Graph Learners? Vaswani, N

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:48.103696Z

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=2026-08-07T11:09:44.548533Z digest=sha256:12ce03c768f363b4512dec8ae6fd34ebb20277976bb0567cceb2f66a77e198f8

Observation 66a39c19-7aa7-4c81-a295-8438eb6bd58c · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:47.904811Z

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=2026-08-07T11:09:44.652542Z digest=sha256:4ed4e2fbf9733d3f977d6663c093586a08d1152f80b05b0fa4e32edb7e0a1c1b

Observation 3f3c003d-0214-47fb-bef6-d07392fa71fe · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:47.762961Z

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=2026-08-07T11:09:44.818470Z digest=sha256:867e4691891c6036faf4f75e4ef1fa99d3d13ce291c25f69642ca40222c2b733

Observation 89ec71f2-3a1b-4fcb-baf6-780b61c56159 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:47.469478Z

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=2026-08-07T11:09:44.960010Z digest=sha256:910384b9c5b3186aad56b2766f3b67b294d40acb45d2bd548133f2895f6fb458

Observation f483089f-825c-49f1-a865-2a39d36a09b9 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:47.207587Z

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=2026-08-07T11:09:45.085765Z digest=sha256:0329db0d45da2221897c0e0984391801c313889daf5a4dd271a0a7b84bb4e352

Observation 06dcde34-1381-44a3-ab1a-ba1d2b73e9b6 · outbound

This paper cites Qwen2 Technical Report.

Are Large Language Models Good Temporal Graph Learners? Qwen2 Technical Report

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.180036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.180036Z digest=sha256:bcdf784bda1730f35e0ca764bf21b7dad4f3fc261b9768bbba9d51a3cde21d17

Observation 1f6ccd16-94ee-4de6-af57-3bbb7ab66bac · outbound

This paper cites Qwen2.5 Technical Report.

Are Large Language Models Good Temporal Graph Learners? Qwen2.5 Technical Report

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.183623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.183623Z digest=sha256:729c5a8830e6d480bdea945bec867f78334abbd24685912014864f482bee9a78

Observation 8b09fa81-04f9-468b-996a-ffe09dda7124 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:46.922331Z

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=2026-08-07T11:09:45.255547Z digest=sha256:3b8648be1ec639de7b66cc39da59df9018a81971e19859013d0a5cbffdd05e47

Observation f911c81c-7a18-4a35-829e-e233715a9bc6 · outbound

This paper cites Language is All a Graph Needs.

Are Large Language Models Good Temporal Graph Learners? Language is All a Graph Needs

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.389027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.389027Z digest=sha256:116ef3c5edaa17f8f38341ab571f9375e5ded19c9af0c254a7f18da8fb332ebc

Observation 2670503d-8ca0-49a5-ac06-f51662986a59 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.550170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.550170Z digest=sha256:790fca599c97661d2f948b74bd53a6c7a43be180ba0d49caa3afaea375dec63f

Observation cf625761-ee4b-4d37-8efe-993e608d4f5a · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:46.745739Z

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=2026-08-07T11:09:45.617767Z digest=sha256:055eaf4fd95449c433371a228ff743826e050f5b899cd7a7aaa61ef0d2d4fe66

Observation 7d518d36-b341-4769-bd79-4337c8115861 · outbound

This paper cites Zhang, Y.

Are Large Language Models Good Temporal Graph Learners? Zhang, Y

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.621385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.621385Z digest=sha256:0c4e91b1391d28436c87b22d3f66aa1de00c21aeee0ecd8b53ccbcd206fffa24

Observation 993c0cab-47e5-4dbb-9138-8604bf5c292f · outbound

This paper cites Zhang, X.

Are Large Language Models Good Temporal Graph Learners? Zhang, X

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:09:46.536529Z

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=2026-08-07T11:09:45.665861Z digest=sha256:0e5c72bf81cc3c14114d96995ea4f521e593227a4bd76b9ad3e64afcd4a22998

Observation e3c032a3-14ea-4672-a693-2fb5c74703f0 · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:09:46.323595Z

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=2026-08-07T11:09:45.738136Z digest=sha256:670e7e5cae29dc66c780995bba43cee897d61813b77fbc36ac95414d9dddfada

Observation 4816fc5f-e623-4888-9ed5-bf8f83092a79 · outbound

This paper cites Zheng and A.

Are Large Language Models Good Temporal Graph Learners? Zheng and A

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:45.806972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:45.806972Z digest=sha256:3fdc0b0cad280a500b246db50cf4f16b24377709ee21e131fc59472409850f8e

Observation 0dcbe32a-d386-4a3a-9486-603b721dbb7f · outbound

This paper cites an unresolved cited work.

Are Large Language Models Good Temporal Graph Learners? Unresolved cited work

Reference 1895

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:40.127904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:40.127904Z digest=sha256:e47b02d0a996fc14efbe678f5c54b41b25f33ba079711852c561c72736d5e2b9

Pith citing papers

No inbound Pith citation observations are available.