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Paper Citation Record · LEDGER

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation

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.

pith.paper-citation-record.v1
2608.07023 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:28:57.314721Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy45
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3162058-cc67-4484-abcc-6e1bfb895076 · outbound

This paper cites In: Mining text data, pp.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Mining text data, pp

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.486367Z

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.

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Observation 18970e12-0693-4273-8be0-962e971cb6ad · outbound

This paper cites Advances in neural information processing systems 22 (2009).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Advances in neural information processing systems 22 (2009)

Reference 2

Resolution
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raw_fallback, observed 2026-08-10T16:28:58.472395Z

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.

source=pdf_text observed=2026-08-10T16:28:57.032029Z digest=sha256:e28bb05bd9689970ba3f880d899efce21d1ba33c180ffeeab2c5b4fa95eaf35d

Observation f42e2303-cfe4-48e7-b4b9-f487689a70b4 · outbound

This paper cites Ldow@ www 144 (2015).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Ldow@ www 144 (2015)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.456032Z

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.

source=pdf_text observed=2026-08-10T16:28:57.036781Z digest=sha256:a54c23c1d901c8267daa2b86a4a12686aa09bc92b6da351c44be3080a6149f5e

Observation 4a683ff6-62cf-4ebd-a863-ebbe6ce9effa · outbound

This paper cites JobBERT: Understanding Job Titles through Skills.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation JobBERT: Understanding Job Titles through Skills

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T16:28:57.041452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:28:57.041452Z digest=sha256:1f888c9f3ee10fa90027e7fe220f9ca5b28e6cf00fc8cd2198734443cd8998ec

Observation d5c638e7-6186-40c3-9f15-b90c4ecb3c01 · outbound

This paper cites IEEE Access (2025).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation IEEE Access (2025)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.438603Z

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.

source=pdf_text observed=2026-08-10T16:28:57.046706Z digest=sha256:bd7b2b3b49bb9244edc07e080402b3a736e9aba09336e4840acad1aec5cd7682

Observation aa78bd0c-f167-4a47-afe1-18b01e1e3b47 · outbound

This paper cites arXiv preprint arXiv:2504.13834 (2025).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation arXiv preprint arXiv:2504.13834 (2025)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T16:28:57.051459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:28:57.051459Z digest=sha256:a2f4f66de9d5c4bcba683cbc5d0f81f7cf29187f893c4f72f127092ae9dbbff0

Observation 86667136-a9ca-4a9c-bf13-a673d6ddc6aa · outbound

This paper cites Knowledge acquisition 5(2), 199– 220 (1993).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Knowledge acquisition 5(2), 199– 220 (1993)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.422157Z

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.

source=pdf_text observed=2026-08-10T16:28:57.057095Z digest=sha256:5e1cb99c773c5d0bae6d9b12b36f8673fb241a0b3218e67066d1fcdc911f4741

Observation 784b7630-ec96-4e98-ade4-dbdbaec81c5a · outbound

This paper cites Creating a Fine Grained Entity Type Taxonomy Using LLMs.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Creating a Fine Grained Entity Type Taxonomy Using LLMs

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T16:28:57.061650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:28:57.061650Z digest=sha256:3d0614d09299362fd69fc0bf6f85b7270c9ff68963f6b2dfb26c6137154c6adb

Observation b5f83225-a0a4-4a67-81b7-658121d3b908 · outbound

This paper cites Pattern recognition letters 31(8), 651–666 (2010).

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Pattern recognition letters 31(8), 651–666 (2010)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.405728Z

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.

source=pdf_text observed=2026-08-10T16:28:57.066832Z digest=sha256:242568c91f7e9e98d1acc70a04763725e6ee7745e5b6660ae7be7e0a02c9602f

Observation f9e67ffb-3c7e-4ad9-b356-3bf0f8cd25cf · outbound

This paper cites In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.380340Z

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.

source=pdf_text observed=2026-08-10T16:28:57.071182Z digest=sha256:3d56b6a043e9569225874e16b45e59ad48723d7692390e592b53abee0f8331dc

Observation c65d55f9-6acf-438a-ae11-1cb47e7e6a4f · outbound

This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.356724Z

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.

source=pdf_text observed=2026-08-10T16:28:57.075705Z digest=sha256:ba6678b4a2427293bcd971cc936f6bcba12d6a95d1bf99885294711c526ea983

Observation fd3fa234-4192-444b-8aa2-04e590d97de3 · outbound

This paper cites In: Proceedings of the ACM Web Conference 2022.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: Proceedings of the ACM Web Conference 2022

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.338843Z

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.

source=pdf_text observed=2026-08-10T16:28:57.080363Z digest=sha256:631146b8670f42792b7e32e8906c183556ce9e1097aa33395f11a529de182c1f

Observation 3b41aee6-8a26-4813-8f99-78a5e335724a · outbound

This paper cites In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.324008Z

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.

source=pdf_text observed=2026-08-10T16:28:57.085152Z digest=sha256:918668002c904588643b23f916396ea7b6c07708d3f491922983fd92dc2a8052

Observation 89e8257a-1558-4969-b235-97a543d9c551 · outbound

This paper cites Advances in neural information processing systems 36, 46534–46594 (2023).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.306836Z

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.

source=pdf_text observed=2026-08-10T16:28:57.089860Z digest=sha256:3dc6a2a6bbddc03cbc95b908966d2ab187fb528438e81be81adcafff4b435b0d

Observation f4466a1c-4cde-419c-ab21-751968bb364a · outbound

This paper cites In: ISS@ IT&I.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation In: ISS@ IT&I

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.290113Z

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.

source=pdf_text observed=2026-08-10T16:28:57.094526Z digest=sha256:92fe70f5713cc104ecc4282531a1e8dbccae5a671f2c41b2ab3e8151c12dcdfc

Observation ecc11c8c-3647-42e5-a2cc-abd6123b0748 · outbound

This paper cites In: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.267439Z

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.

source=pdf_text observed=2026-08-10T16:28:57.101868Z digest=sha256:fa8f69c01a6835e2ee20e335bab510627f088d0bc9b53e714d057e41272ccde3

Observation eb27e95a-4fa1-4083-8085-0250b1ab12a6 · outbound

This paper cites gradient descent.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation gradient descent

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.249093Z

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.

source=pdf_text observed=2026-08-10T16:28:57.107431Z digest=sha256:82bc0681071cdb34be92971f04b8a50cd9658787ac731bd0fdfe1d70220d2643

Observation e2ec8382-7c41-415c-a5c8-2975b2b9a366 · outbound

This paper cites Automatic Bottom-Up Taxonomy Construction: A Software Application Domain Study.

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

Resolution
unresolved
no resolver link, observed 2026-08-10T16:28:57.112961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:28:57.112961Z digest=sha256:1a6937a0efa972a5648c7e25f5035ffaed4ae3e44b2bb44c178ed284e889d58a

Observation e0f22486-d3fb-4d69-a395-8e340344855a · outbound

This paper cites In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.231111Z

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.

source=pdf_text observed=2026-08-10T16:28:57.118347Z digest=sha256:92747431870591cbca116f2d8187028b3f21599349aadd3a3b499a37718fa396

Observation 290a43f9-a795-436b-af0b-15ab3493f6d0 · outbound

This paper cites Advances in neural information processing systems 36, 8634–8652 (2023).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.209081Z

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.

source=pdf_text observed=2026-08-10T16:28:57.122978Z digest=sha256:ba3ef93a7d032afe9897e83dedd7e83592b1685adb4581b9360651dd399c6f3c

Observation a35e4686-e8a2-407b-b95a-959dd85af497 · outbound

This paper cites Communications of the ACM 57(10), 78–85 (2014) 8 E.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.185840Z

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.

source=pdf_text observed=2026-08-10T16:28:57.128047Z digest=sha256:2932d86d822be4cd0aeea7a792e281c53300fc30a216b8a3d5a746fc7485aaf7

Observation 979f0ce4-7d89-41ee-9068-dcd2d1442378 · outbound

This paper cites In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.165829Z

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.

source=pdf_text observed=2026-08-10T16:28:57.133155Z digest=sha256:a7f84a7aa4b8c3cfedd4c7c11baa3391c8a98ae14a124212a7be21f9a3b45a3b

Observation f40dbcd4-d12e-4b4e-912b-58e4c1e254be · outbound

This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.146347Z

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.

source=pdf_text observed=2026-08-10T16:28:57.137810Z digest=sha256:c0db9d41876c61c031a477a6ccd6710e05884513e1b803a36b689dcc28b49a96

Observation f2700f43-1033-486f-81c2-f07c183bd26f · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-10T16:28:57.143216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:28:57.143216Z digest=sha256:32ff2f393d15d5dcaede14854999f9f6245cb29a9dbe809d7cb2fb9f25f8676e

Observation e7aa0ee6-0f70-4d26-b525-59cf76b3df11 · outbound

This paper cites In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.129167Z

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.

source=pdf_text observed=2026-08-10T16:28:57.148817Z digest=sha256:f78c5d30ea7dfac7f9c535f42de65495f72c48eceac6f7db95adcabe5cf6c710

Observation 71397000-a8b8-4d4f-9ca1-cd94b4b9464e · outbound

This paper cites In: Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.110418Z

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.

source=pdf_text observed=2026-08-10T16:28:57.154140Z digest=sha256:5f70262096d270820ab8cd31aed8cd43082d374a6cbeeffc96ae8fb86327fb9e

Observation c6e62ecd-6103-45e1-a555-90d1426dd52f · outbound

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

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.080615Z

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.

source=pdf_text observed=2026-08-10T16:28:57.158999Z digest=sha256:418784cbb56e4f02ebd6d4c157b8946b99a02006fdd9fd5a2968fa8d64a35f6c

Observation 54f94622-d2c3-4709-89f5-e60921cc42b7 · outbound

This paper cites {expertise}.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.059824Z

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.

source=pdf_text observed=2026-08-10T16:28:57.164467Z digest=sha256:46beb2c6ba4a472ee57e0527df8321fc46ff244468a5f90aede7d80cf012737f

Observation 0b870e7e-4e75-46f0-843b-928755a62840 · outbound

This paper cites Hard worker.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Hard worker

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.039553Z

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.

source=pdf_text observed=2026-08-10T16:28:57.170749Z digest=sha256:84dc64fba14b7c3b19ef13d0542d53b210b415ba26642a3862898a1ba0533a8c

Observation db951b72-6066-4439-a998-b8dad7bfee39 · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:58.024366Z

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.

source=pdf_text observed=2026-08-10T16:28:57.177919Z digest=sha256:bb44974a7a145184d88c5f2d3200f32e064adf7e630c32fa80fb7f1564aafe06

Observation 43bd9750-af08-4cb5-ae48-bf0d0c3a4c97 · outbound

This paper cites Do not return 3 different QIDs that all mean the same thing.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:58.004520Z

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.

source=pdf_text observed=2026-08-10T16:28:57.183941Z digest=sha256:c7edca1f5f97fd44b980816e4d4d5928769d102bcdc505cd354d119617db28ce

Observation f7f3f265-b5fc-43b3-89e2-36b65bceea41 · outbound

This paper cites React.js & Node.js.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation React.js & Node.js

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.984717Z

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.

source=pdf_text observed=2026-08-10T16:28:57.189143Z digest=sha256:51781dbe82c49f8008e40b60e7e4c4cd69f270bc03be0e0887d8ae5f8ff588da

Observation f694717d-6680-49de-a8fb-fa77390f954d · outbound

This paper cites English to French translation.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation English to French translation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.962789Z

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.

source=pdf_text observed=2026-08-10T16:28:57.194149Z digest=sha256:e75a09ced81fbe6b8e44e27e517bcc2adba1fc60609586ef0715e7cc8b4ad4dc

Observation 79f9a219-356a-4a62-9247-5ad8c956773a · outbound

This paper cites Réseaux sociaux.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Réseaux sociaux

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.945032Z

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.

source=pdf_text observed=2026-08-10T16:28:57.199241Z digest=sha256:45d0ccc65bca9317601abfdf237f155c25d779f2770a76e128b6ed6e19484929

Observation 8152a6d3-7298-4305-be10-081716fd3810 · outbound

This paper cites False Friends.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation False Friends

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.926611Z

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.

source=pdf_text observed=2026-08-10T16:28:57.204494Z digest=sha256:5643fc00e11e3c54c69c4bdcc9006401b083f6fdb0891744ba045fd2d5764f89

Observation 6c455fbf-b64a-478d-ba67-3eb4d91dc64d · outbound

This paper cites {expertise}.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.910619Z

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.

source=pdf_text observed=2026-08-10T16:28:57.210054Z digest=sha256:19e6daeac714e81bf3966d5e2f83bc8db193b890df04646e67c0dc529c4ae1cf

Observation 34c7382c-a12c-4975-a18c-2e1c5fc0690e · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.881938Z

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.

source=pdf_text observed=2026-08-10T16:28:57.215284Z digest=sha256:5ac6503ef14e31cbd418f5e740c02d2cfd11ff2a688955ecb00e2c0c330c596e

Observation 5bcf3f73-44a4-492a-86d3-dd9f3beb0b0d · outbound

This paper cites Use all provided context (co-occurring skills, job categories, Wikidata info).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.859740Z

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.

source=pdf_text observed=2026-08-10T16:28:57.220421Z digest=sha256:ae33ee50368013dfb8886e69500a9ea0d875d39fdfaf41b5c4b645ae1a6e1275

Observation 7a6ba2e9-9baf-4307-8132-b42478a56c82 · outbound

This paper cites {expertise}.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation {expertise}

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.839540Z

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.

source=pdf_text observed=2026-08-10T16:28:57.225157Z digest=sha256:7451e231aec505308f70c067af7798f1fcacdc78b5cb8735c8653b69f848c49a

Observation 8d4c6276-6bd7-4b59-ae9c-65320cb1306b · outbound

This paper cites - Fallback to the **Wikidata label** if the usage-based terms are ambiguous, informal, or inappropriate.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.822552Z

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.

source=pdf_text observed=2026-08-10T16:28:57.230229Z digest=sha256:4011e60a0a772a6034d8912424c7b577295c12726a23e278fa7f0982e453651e

Observation 2ae65619-31e0-4d9d-96f6-f1df887f255b · outbound

This paper cites malt"‘: based on an existing high-usage profile expertise. - ‘.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation malt"‘: based on an existing high-usage profile expertise. - ‘

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.804049Z

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.

source=pdf_text observed=2026-08-10T16:28:57.235233Z digest=sha256:ce0e9050b10064140a30d89d5ebd9236cdbf4604597f57079242a3e68ffef279

Observation bb5be30a-17c7-44ac-ad2f-13a24dc83608 · outbound

This paper cites English to French Translation.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation English to French Translation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.788303Z

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.

source=pdf_text observed=2026-08-10T16:28:57.240125Z digest=sha256:8d59efe0cf32127cf393a6ae84dff523ec98aaa0d6198cb2634484ab57b5dfde

Observation df0fe037-f38a-48d2-97ad-4494177c5efe · outbound

This paper cites - If you modify or add to this identifier, use ‘&‘ (AND) for integrated practices, and ‘|‘ (OR) for independent traits.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.772413Z

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.

source=pdf_text observed=2026-08-10T16:28:57.245102Z digest=sha256:d84a70e40cafee3d889d761c51009b1a50424309bc827f10e973dd9f5ceeaf0b

Observation 1e2f7a4e-ac39-4058-ad97-95430d5bb971 · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.754690Z

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.

source=pdf_text observed=2026-08-10T16:28:57.249904Z digest=sha256:6db7b8d753bd46b9b029b000c02cb080f14efdc6d04aba28b6da745559287f5b

Observation b054fbe5-6ced-4b4d-a6b8-d7410461ac4c · outbound

This paper cites Prioritize usage counts, fallback to Wikidata, or synthesize a professional HR term if needed.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.738644Z

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.

source=pdf_text observed=2026-08-10T16:28:57.254804Z digest=sha256:77b2c079d005630b392d3e8c14ff73c0de79af28b416082c0818a85f2ab3bb38

Observation 1d594ce8-0cfb-4a6d-8fae-fcebbbd41e5c · outbound

This paper cites malt"‘: derived from an existing profile expertise. - ‘.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation malt"‘: derived from an existing profile expertise. - ‘

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.723010Z

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.

source=pdf_text observed=2026-08-10T16:28:57.259798Z digest=sha256:38e83bc682dec478487f270d639091a16632a6195d0d8ec6b7a423377d17e6eb

Observation 36968b1c-afcf-4048-8257-621554cdb093 · outbound

This paper cites - DO NOT assume these skills fit into their previous Wikidata QIDs.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.707947Z

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.

source=pdf_text observed=2026-08-10T16:28:57.265207Z digest=sha256:81ae4023f47f35cf5226345b2b4ea4dcccf08694625042a4cbe9a7d93e0638e7

Observation c9e44aa5-0f27-4438-aa78-33edd897ab67 · outbound

This paper cites - If a skill genuinely matches one of the provided Wikidata QIDs, you may use it.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.690021Z

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.

source=pdf_text observed=2026-08-10T16:28:57.270268Z digest=sha256:97fd672b39a7b051ae228ceb16237fd1f4756e4de67063a895e2cdcd89b68f1b

Observation 802b8750-6536-4dee-bbf4-78918d93774c · outbound

This paper cites gemini"‘ for synthesized labels. - Set ‘source‘ to ‘.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation gemini"‘ for synthesized labels. - Set ‘source‘ to ‘

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.674470Z

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.

source=pdf_text observed=2026-08-10T16:28:57.274964Z digest=sha256:916cf6abba6396d21a02bf701cb18085530ef8bc212922c6ec17c9728d99dcd7

Observation ca530ea5-0d0c-4e5f-bcab-83d3ea99a061 · outbound

This paper cites - Use ‘rejection_reason‘: ‘NOT_A_SKILL‘, ‘SEMANTIC_MISMATCH‘, or ‘AMBIGUOUS‘.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.658810Z

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.

source=pdf_text observed=2026-08-10T16:28:57.279830Z digest=sha256:64d1677f469fb1e8ce9cc851bb1c98f3679b2f8df28abd75794dafc6fa7e339e

Observation 6a3b50fd-7499-41b8-b791-773dc3579ee9 · outbound

This paper cites Social media.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Social media

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.639794Z

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.

source=pdf_text observed=2026-08-10T16:28:57.284750Z digest=sha256:f5d3d32bd863253a191baa0fbaf4f8cc4274c8d659c058d05f427866cd6e311b

Observation d4ee1fbd-008b-46e4-a6a7-43610e4cb9fe · outbound

This paper cites Web Project Management.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Web Project Management

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.621640Z

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.

source=pdf_text observed=2026-08-10T16:28:57.289810Z digest=sha256:e8086e63fa84046c0df4f0c64c9dd5ad44b53b2a6c1a1716a96f29e9a900dea3

Observation 21b72b30-6724-427b-8e27-a90249df4ceb · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.602712Z

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.

source=pdf_text observed=2026-08-10T16:28:57.294728Z digest=sha256:098f019cadd815ef8bc85bd4a3795381501dce2704d609e5262223979d01cd7f

Observation 88fbe318-16ce-4b24-b9ca-36312edacd77 · outbound

This paper cites Preferred Labels.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Preferred Labels

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:28:57.585620Z

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.

source=pdf_text observed=2026-08-10T16:28:57.299337Z digest=sha256:66982aa90678cca7bdfb4cdc638566436e53457ed8f729617104a006c1bb45b7

Observation 6e9f78ce-878d-4f26-9f07-691833a00948 · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.569697Z

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.

source=pdf_text observed=2026-08-10T16:28:57.305039Z digest=sha256:93bdf059e556a492a196a99bd778c49fa7d76e3e168ee1e8bd04a2a44b20c67b

Observation 47b6bbca-78a0-419a-b4a8-a197a39849be · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.551848Z

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.

source=pdf_text observed=2026-08-10T16:28:57.309821Z digest=sha256:d0f46f0589a04012f97e815f68e3d63ffbf6d176b7c4a52c358b76a0c073f6e3

Observation fa0a4eee-bd8c-4415-8ef4-b0e44116c01f · outbound

This paper cites an unresolved cited work.

An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:28:57.535608Z

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.

source=pdf_text observed=2026-08-10T16:28:57.314721Z digest=sha256:201f9fa8aa7f531e21ff2c526b3db27a2e13dbf4a888b1a38973ec0b0663e069

Pith citing papers

No inbound Pith citation observations are available.