Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:28:57.314721Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2608.07023.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:28:57.314721Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d3162058-cc67-4484-abcc-6e1bfb895076 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Mining text data, pp
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 18970e12-0693-4273-8be0-962e971cb6ad · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Advances in neural information processing systems 22 (2009)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f42e2303-cfe4-48e7-b4b9-f487689a70b4 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Ldow@ www 144 (2015)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4a683ff6-62cf-4ebd-a863-ebbe6ce9effa · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation JobBERT: Understanding Job Titles through Skills
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5c638e7-6186-40c3-9f15-b90c4ecb3c01 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation IEEE Access (2025)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aa78bd0c-f167-4a47-afe1-18b01e1e3b47 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation arXiv preprint arXiv:2504.13834 (2025)
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86667136-a9ca-4a9c-bf13-a673d6ddc6aa · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Knowledge acquisition 5(2), 199– 220 (1993)
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 784b7630-ec96-4e98-ade4-dbdbaec81c5a · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Creating a Fine Grained Entity Type Taxonomy Using LLMs
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f83225-a0a4-4a67-81b7-658121d3b908 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Pattern recognition letters 31(8), 651–666 (2010)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9e67ffb-3c7e-4ad9-b356-3bf0f8cd25cf · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c65d55f9-6acf-438a-ae11-1cb47e7e6a4f · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fd3fa234-4192-444b-8aa2-04e590d97de3 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the ACM Web Conference 2022
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3b41aee6-8a26-4813-8f99-78a5e335724a · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 89e8257a-1558-4969-b235-97a543d9c551 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Advances in neural information processing systems 36, 46534–46594 (2023)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f4466a1c-4cde-419c-ab21-751968bb364a · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: ISS@ IT&I
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ecc11c8c-3647-42e5-a2cc-abd6123b0748 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eb27e95a-4fa1-4083-8085-0250b1ab12a6 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation gradient descent
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e2ec8382-7c41-415c-a5c8-2975b2b9a366 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Automatic Bottom-Up Taxonomy Construction: A Software Application Domain Study
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0f22486-d3fb-4d69-a395-8e340344855a · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 290a43f9-a795-436b-af0b-15ab3493f6d0 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Advances in neural information processing systems 36, 8634–8652 (2023)
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a35e4686-e8a2-407b-b95a-959dd85af497 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Communications of the ACM 57(10), 78–85 (2014) 8 E
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 979f0ce4-7d89-41ee-9068-dcd2d1442378 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f40dbcd4-d12e-4b4e-912b-58e4c1e254be · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f2700f43-1033-486f-81c2-f07c183bd26f · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7aa0ee6-0f70-4d26-b525-59cf76b3df11 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 71397000-a8b8-4d4f-9ca1-cd94b4b9464e · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c6e62ecd-6103-45e1-a555-90d1426dd52f · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 54f94622-d2c3-4709-89f5-e60921cc42b7 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b870e7e-4e75-46f0-843b-928755a62840 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Hard worker
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db951b72-6066-4439-a998-b8dad7bfee39 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 43bd9750-af08-4cb5-ae48-bf0d0c3a4c97 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Do not return 3 different QIDs that all mean the same thing
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f7f3f265-b5fc-43b3-89e2-36b65bceea41 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation React.js & Node.js
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f694717d-6680-49de-a8fb-fa77390f954d · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation English to French translation
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 79f9a219-356a-4a62-9247-5ad8c956773a · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Réseaux sociaux
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8152a6d3-7298-4305-be10-081716fd3810 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation False Friends
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6c455fbf-b64a-478d-ba67-3eb4d91dc64d · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 34c7382c-a12c-4975-a18c-2e1c5fc0690e · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5bcf3f73-44a4-492a-86d3-dd9f3beb0b0d · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Use all provided context (co-occurring skills, job categories, Wikidata info)
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a6ba2e9-9baf-4307-8132-b42478a56c82 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8d4c6276-6bd7-4b59-ae9c-65320cb1306b · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation - Fallback to the **Wikidata label** if the usage-based terms are ambiguous, informal, or inappropriate
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ae65619-31e0-4d9d-96f6-f1df887f255b · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation malt"‘: based on an existing high-usage profile expertise. - ‘
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bb5be30a-17c7-44ac-ad2f-13a24dc83608 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation English to French Translation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation df0fe037-f38a-48d2-97ad-4494177c5efe · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation - If you modify or add to this identifier, use ‘&‘ (AND) for integrated practices, and ‘|‘ (OR) for independent traits
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e2f7a4e-ac39-4058-ad97-95430d5bb971 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b054fbe5-6ced-4b4d-a6b8-d7410461ac4c · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Prioritize usage counts, fallback to Wikidata, or synthesize a professional HR term if needed
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d594ce8-0cfb-4a6d-8fae-fcebbbd41e5c · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation malt"‘: derived from an existing profile expertise. - ‘
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 36968b1c-afcf-4048-8257-621554cdb093 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation - DO NOT assume these skills fit into their previous Wikidata QIDs
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9e44aa5-0f27-4438-aa78-33edd897ab67 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation - If a skill genuinely matches one of the provided Wikidata QIDs, you may use it
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 802b8750-6536-4dee-bbf4-78918d93774c · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation gemini"‘ for synthesized labels. - Set ‘source‘ to ‘
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ca530ea5-0d0c-4e5f-bcab-83d3ea99a061 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation - Use ‘rejection_reason‘: ‘NOT_A_SKILL‘, ‘SEMANTIC_MISMATCH‘, or ‘AMBIGUOUS‘
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6a3b50fd-7499-41b8-b791-773dc3579ee9 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Social media
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d4ee1fbd-008b-46e4-a6a7-43610e4cb9fe · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Web Project Management
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 21b72b30-6724-427b-8e27-a90249df4ceb · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 88fbe318-16ce-4b24-b9ca-36312edacd77 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Preferred Labels
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6e9f78ce-878d-4f26-9f07-691833a00948 · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 47b6bbca-78a0-419a-b4a8-a197a39849be · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fa0a4eee-bd8c-4415-8ef4-b0e44116c01f · outbound
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.