Paper Citation Record · LEDGER

Knowledge Graphs: The Future of Data Integration and Insightful Discovery

As of 13 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2502.15689.

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

pith.paper-citation-record.v1
2502.15689 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:18:38.329100Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:04:00.334381Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:04:04.101936Z

Reference resolution

27 of 27 outbound references displayed

verified exact9
verified fuzzy3
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d3a8e26-29d5-45e8-80be-05a7d04b18c0 · outbound

This paper cites Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.081664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224956a8-780c-4a34-a043-5351431cbea9 · outbound

This paper cites Gad-Elrab, M.H., Stepanova, D., Tran, T.K., Adel, H., Weikum, G.,.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Gad-Elrab, M.H., Stepanova, D., Tran, T.K., Adel, H., Weikum, G.,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.092017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 513c83f5-e57b-4826-abd9-0aee346f60a1 · outbound

This paper cites Knowledge Graphs.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Knowledge Graphs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.104834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b26054-658e-47f6-a6ca-5bdd23e01793 · outbound

This paper cites URL: https://www.cl imatechange.ai/papers/aaaifss2022/3.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery URL: https://www.cl imatechange.ai/papers/aaaifss2022/3

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:18:39.912168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 019dc37b-7c80-43db-b3da-af305bd03d2b · outbound

This paper cites an unresolved cited work.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-11T13:18:38.453115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 42669e38-dfcf-4db2-a6a5-2d817633a516 · outbound

This paper cites Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M.A., Lacroix, T., Rozi`ere, B., Goyal, N., Hambro, E., Azhar, F., Rodriguez, A., Joulin, A., Grave, E., Lample, G.,.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M.A., Lacroix, T., Rozi`ere, B., Goyal, N., Hambro, E., Azhar, F., Rodriguez, A., Joulin, A., Grave, E., Lample, G.,

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T13:18:38.701230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d892a699-b701-49cf-832a-ec189171d1a5 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery LLaMA: Open and Efficient Foundation Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.138400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a906fccb-b461-4a89-86ad-506cec0df610 · outbound

This paper cites An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:18:39.262951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f487b99a-3204-419e-8eab-c95d64a2b7c7 · outbound

This paper cites ArXiv (Cornell University) doi:https://doi.org/10.23919/usnc-ursi51813.2021.9703620.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery ArXiv (Cornell University) doi:https://doi.org/10.23919/usnc-ursi51813.2021.9703620

Reference 21

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:18:39.240737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e5fb7df1-c683-4429-ab2f-de8c70c74bc3 · outbound

This paper cites IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, 2402–2412.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, 2402–2412

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T13:18:39.152436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 84a40451-4ed8-4358-88c7-9a14cc6b946e · outbound

This paper cites Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.303447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d6bd53-2de6-41e8-881e-1c1b9266e34b · outbound

This paper cites Geoscience Frontiers , 101450doi:https://doi.org/10.1016/j.gsf.2022.1 01450.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Geoscience Frontiers , 101450doi:https://doi.org/10.1016/j.gsf.2022.1 01450

Reference 24

Resolution: verified exact; doi, observed 2026-08-11T13:18:38.366267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8b667264-e857-4954-bab9-4c974a24e236 · outbound

This paper cites AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.314087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e34884-4f99-434b-a01a-03f8d15d401c · outbound

This paper cites Utilizing Background Knowledge for Robust Reasoning over Traffic Situations.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Utilizing Background Knowledge for Robust Reasoning over Traffic Situations

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:18:39.037497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 93b9d9a8-1ee2-4b36-9434-9ab8b371f941 · outbound

This paper cites ACLWeb URL: https://aclantho logy.org/2022.coling-1.116/.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery ACLWeb URL: https://aclantho logy.org/2022.coling-1.116/

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:18:39.797552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f39a32e2-f715-4ba0-a502-46d676b6f94f · outbound

This paper cites an unresolved cited work.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Unresolved cited work

Reference 195

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:18:39.550812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 30f7ab0a-b012-48de-89b9-5c489a5866be · outbound

This paper cites Geng, Y., Chen, J., Ye, Z., Zhang, W., Chen, H.,.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Geng, Y., Chen, J., Ye, Z., Zhang, W., Chen, H.,

Reference 1214

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T13:18:38.673200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 020ebde3-9e97-427a-839b-05192418359d · outbound

This paper cites an unresolved cited work.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Unresolved cited work

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.131659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b22c06a-d520-4fa8-b749-b4ac39b2c139 · outbound

This paper cites 1247–1250.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery 1247–1250

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:18:39.961127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 93655dbc-4cca-4f97-a570-35e75aadeb98 · outbound

This paper cites doi:https://doi.org/10.1109/ivs.2016.7535382.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery doi:https://doi.org/10.1109/ivs.2016.7535382

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.325059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14dccc47-35e3-4677-944a-bb947fad405f · outbound

This paper cites an unresolved cited work.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:18:39.813422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 663ecdfe-c01d-479b-a073-bb5cf7ba2b84 · outbound

This paper cites URL: https://doi.org/10.1145/323164 4.3231698, doi:10.1145/3231644.3231698.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery URL: https://doi.org/10.1145/323164 4.3231698, doi:10.1145/3231644.3231698

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.066760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138e95e6-47df-41d0-9b1a-3f81535c77a9 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:18:39.948626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e2119fd7-b775-49aa-97c3-9cc8b2bfab71 · outbound

This paper cites IOP Conference Series.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery IOP Conference Series

Reference 2020

Resolution: verified exact; doi, observed 2026-08-11T13:18:38.687701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a75da2e8-521a-4a6d-a2cc-8676bc3008d6 · outbound

This paper cites (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2021, Association for Computational Linguistics, Punta Cana, Dominican Re-public.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2021, Association for Computational Linguistics, Punta Cana, Dominican Re-public

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.109726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f772da7-f240-4341-806c-716fd5e0f031 · outbound

This paper cites CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T13:18:38.086097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038f3d75-1cd8-4a04-83e3-ce219339fe69 · outbound

This paper cites International Jour-nal of Semantic Computing doi:https://doi.org/10.1142/s1793351x236 00048.

Knowledge Graphs: The Future of Data Integration and Insightful Discovery International Jour-nal of Semantic Computing doi:https://doi.org/10.1142/s1793351x236 00048

Reference 2023

Resolution: verified exact; doi, observed 2026-08-11T13:18:38.602074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 2b2ac3f9-c9d5-4237-8b00-a214dab114a6 · inbound

The KG-ER Conceptual Schema Language cites this paper.

The KG-ER Conceptual Schema Language Knowledge Graphs: The Future of Data Integration and Insightful Discovery

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:04:04.242068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.