Paper Citation Record · LEDGER

The benefits of query-based KGQA systems for complex and temporal questions in LLM era

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.11954.

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

pith.paper-citation-record.v1
2507.11954 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:01:59.470363Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy32
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9515d29-fc70-440e-bb01-682d59cc340d · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:05.955906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9de0c06-c6a5-4ea3-887b-be4819642975 · outbound

This paper cites In: international semantic web conference.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: international semantic web conference

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.931041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b02aafb-76c1-4625-a60e-383bbb718869 · outbound

This paper cites In: Proceed- ings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceed- ings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.909675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 568b3526-a350-4820-9a3f-66110c9e881d · outbound

This paper cites In: International Conference on Advanced Infor- mation Systems Engineering (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: International Conference on Advanced Infor- mation Systems Engineering (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.832676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ddd6313b-d41b-4983-b061-11f260ccd2b6 · outbound

This paper cites In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.638927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3cd964d2-98b5-4e3a-8174-a2b4a3f288f1 · outbound

This paper cites a is b” fail to learn “b is a.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era a is b” fail to learn “b is a

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.503220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4d856d4-3a6a-4877-b4bf-5e88eb9619e3 · outbound

This paper cites In: Proceedings of the 7th Natural Language Interfaces for the Web of Data (NLI- WoD) co-located with the 19th European Semantic Web Conference, Hersonissos, Greece.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 7th Natural Language Interfaces for the Web of Data (NLI- WoD) co-located with the 19th European Semantic Web Conference, Hersonissos, Greece

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.432656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b5d2f4a-e886-4304-a05c-9412eb3b741f · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:05.319689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c115071c-5db4-4e99-94f9-559f30f62181 · outbound

This paper cites In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:05.015823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aedfd129-51e1-4355-aeff-f2e8943bb6c2 · outbound

This paper cites Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T17:01:59.722664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ec7ea058-c0a6-48e4-8fa3-ff3419f8c6be · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era IEEE Transactions on Knowledge and Data Engineering (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:04.903183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9118cb5c-2fdc-44c3-a417-8eeeb1550c90 · outbound

This paper cites In: The Semantic Web– ISWC2019:18thInternationalSemanticWebConference,Auckland,NewZealand, October 26–30, 2019, Proceedings, Part II 18.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: The Semantic Web– ISWC2019:18thInternationalSemanticWebConference,Auckland,NewZealand, October 26–30, 2019, Proceedings, Part II 18

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:01:56.727976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26c400f7-557c-4935-a2f7-741be59611f6 · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:04.722779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a978ed88-0170-495d-8a81-83b2e6ae55ef · outbound

This paper cites Procesamiento del lenguaje natural 73, 271–281 (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Procesamiento del lenguaje natural 73, 271–281 (2024)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:04.608191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8399629b-d8a2-4853-a4e6-75b028507b3f · outbound

This paper cites In: Proceedings of the Web Conference 2021.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the Web Conference 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:01:56.951363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2adcd237-3a0c-45e3-a1e2-2485b6eba19d · outbound

This paper cites World Wide Web26(5), 2855–2886 (2023).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era World Wide Web26(5), 2855–2886 (2023)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:04.433272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dff57ea3-119d-4353-89b5-ecd6adefe1fa · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:04.240419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5c24d782-4c5f-4d56-8c00-f6a31ff1534e · outbound

This paper cites Transactions of the Association for Computational Linguistics9, 962–977 (2021).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Transactions of the Association for Computational Linguistics9, 962–977 (2021)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:04.006267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4e1714a-2947-4e1d-90cd-05b4b0d47b6a · outbound

This paper cites In: Webber, B., Cohn, T., He, Y., Liu, Y.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Webber, B., Cohn, T., He, Y., Liu, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:03.796403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 378f8365-b172-4e70-8d55-2a3fd2287f0d · outbound

This paper cites Journal of Physics: Conference Series1740, 012050 (01 2021).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Journal of Physics: Conference Series1740, 012050 (01 2021)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:03.553114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be04fdb7-d24f-434a-8e03-412b2142c1cf · outbound

This paper cites Advances in neural information processing systems 33, 9459–9474 (2020).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Advances in neural information processing systems 33, 9459–9474 (2020)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:01:57.516024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58644dd8-c7bd-49a5-bdf7-5859e387b678 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2024.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Findings of the Association for Computational Linguistics: EMNLP 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:03.316579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04eee9c4-2c2a-4390-86e3-b6325bf7152b · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2024.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Findings of the Association for Computational Linguistics: EMNLP 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:03.050235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 36c1966c-43c3-42cd-a684-acef536627c3 · outbound

This paper cites In: Proceedings of the 2024 ACM International Conference on Web Search and Data Mining (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 2024 ACM International Conference on Web Search and Data Mining (2024)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:02.650768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4752d63b-ad90-4d41-b1db-cff18a1d8819 · outbound

This paper cites In: International Confer- ence on Applications of Natural Language to Information Systems.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: International Confer- ence on Applications of Natural Language to Information Systems

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:02.492680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3516f4fa-8b84-4152-83de-6828614b7793 · outbound

This paper cites In: Findings of the Association for Computational Linguistics ACL 2024.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Findings of the Association for Computational Linguistics ACL 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:02.369160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09997a39-14c2-4fea-b579-742036884eb8 · outbound

This paper cites In: Walker, M., Ji, H., Stent, A.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Walker, M., Ji, H., Stent, A

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:02.254974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e87faa0-5400-4c61-a746-c4a6686bac59 · outbound

This paper cites arxiv 2022.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era arxiv 2022

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:02.143433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 45ab6449-926b-4ffc-8ac6-36735fd51a0e · outbound

This paper cites Applied Sciences14(4), 1521 (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Applied Sciences14(4), 1521 (2024)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:01.999770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e09831a-daf1-4663-b74e-bacab81aabff · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:01.869004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0913590-7798-4355-a595-9edc4bd8ce1b · outbound

This paper cites In: The Semantic Web: 18th International Con- ference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings 18.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: The Semantic Web: 18th International Con- ference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings 18

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:01.738121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2c06fb3e-eac4-43f0-b805-09140ce4a5d0 · outbound

This paper cites In: Proceedings of the 29th ACM International Conference on Information & Knowledge Management.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 29th ACM International Conference on Information & Knowledge Management

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:01.607743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 092fd8ad-d102-4fa1-ac06-6cc14762860a · outbound

This paper cites an unresolved cited work.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:02:01.444918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81aec23a-c868-4379-bb6e-bcbbdc1c3d29 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 8634–8652 (2023) 14 A.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Advances in Neural Information Processing Systems 36, 8634–8652 (2023) 14 A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:01.274463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 89221255-efa5-407a-85eb-15c2d1ce98bd · outbound

This paper cites In: Proceedings of the 1st GenBench Workshop on (Benchmarking) Generalisation in NLP.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 1st GenBench Workshop on (Benchmarking) Generalisation in NLP

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:01.116203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fd7fad67-8042-4a60-a6c2-08968b4067e7 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence39(23), 25137–25145 (Apr 2025).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Proceedings of the AAAI Conference on Artificial Intelligence39(23), 25137–25145 (Apr 2025)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.927305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dbe51e5d-45de-4f45-aaf1-a5e06e45026c · outbound

This paper cites Electronics (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Electronics (2024)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.741947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b66629b1-98aa-4d8f-8520-6062e24ce97a · outbound

This paper cites In: International Semantic Web Conference.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: International Semantic Web Conference

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.602542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 216265d4-85aa-4b63-9425-9e6c341ee089 · outbound

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

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:01:58.943739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3d83b4-edc7-4947-8575-ff5362b5a71e · outbound

This paper cites Semantic Web15(6), 2193–2207 (2024).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Semantic Web15(6), 2193–2207 (2024)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.462986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2270bc30-39ad-47f0-8a6e-1ad49ce509af · outbound

This paper cites Com- munications of the ACM57(10), 78–85 (2014).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Com- munications of the ACM57(10), 78–85 (2014)

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T17:01:59.144091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80131c95-573a-409e-878b-3888ccd2a503 · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.242253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8c4bc390-19a3-4d3d-ad8e-f66af6670111 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2022).

The benefits of query-based KGQA systems for complex and temporal questions in LLM era In: The Eleventh International Conference on Learning Representations (2022)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:02:00.058502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dfb836cb-cb29-4922-a678-9b766ca9a72d · outbound

This paper cites disambiguation.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era disambiguation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:01:59.879811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.