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Paper Citation Record · LEDGER

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.13070.

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

pith.paper-citation-record.v1
2506.13070 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:42:57.914665Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c38f917-3ecc-485b-aafa-fc92f9146a6c · outbound

This paper cites SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T00:42:57.882190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:42:57.882190Z digest=sha256:1ffd97346fe39987ea136197eed677876f764b5fb28c04e764a3c25d019518e0

Observation f349edc9-cfc0-432b-9aa1-ee8ce5b41302 · outbound

This paper cites In Proceed- ings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages 6433–6441, Online.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceed- ings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages 6433–6441, Online

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.053810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.887638Z digest=sha256:39e455faea2b51ca9cc862320730c247b3574a69acf99d5cf64be7efe1b0e1a9

Observation 3c828f5d-cc86-455b-8f6c-fa0594375686 · outbound

This paper cites In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Process- ing (EMNLP), pages 2685–2702, Online.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Process- ing (EMNLP), pages 2685–2702, Online

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.023335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.897197Z digest=sha256:2b463622b3fb01f3e300d444cad2ca3ebb5c5fa966b211e87dce6df0144b44a1

Observation f4ef182b-e442-4326-9106-ab69f41633f6 · outbound

This paper cites In The Semantic Web – ISWC 2021, pages 321–337, Cham.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In The Semantic Web – ISWC 2021, pages 321–337, Cham

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.009210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.902037Z digest=sha256:2dccd5d178c955441a59e0c97e713bfa605e019c179f0d953a957d745fbb0582

Observation 3f8fbd47-acf6-4626-8eb5-5d3ba34cd584 · outbound

This paper cites In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages 6397–6407, Online.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages 6397–6407, Online

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:57.994491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.906175Z digest=sha256:163ec05c30bdb7a27bbc832bc8b08a0c1e8b09c301d67829449a4a296c3aabe1

Observation 79268583-b9c2-4e41-9758-a75be5bd4e27 · outbound

This paper cites In Findings of the As- sociation for Computational Linguistics: ACL 2023 , pages 1697–1710, Toronto, Canada.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Findings of the As- sociation for Computational Linguistics: ACL 2023 , pages 1697–1710, Toronto, Canada

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:57.979923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.910595Z digest=sha256:f5d348f52c7516d908d01ba0e0355efbe8fbe2f4a883bd2b5d139e92a1c55fa2

Observation 83952170-3a99-4be8-a9ae-6ee75347fc06 · outbound

This paper cites an unresolved cited work.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:42:57.964461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.914665Z digest=sha256:5bb69d3a53069d343cb2f4245c7fede22befce445123c563c28bf40b4ce64c7c

Observation 3f40b2cf-991c-4f30-90d1-7f04a777268e · outbound

This paper cites In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 6769–6781, Online.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 6769–6781, Online

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.069319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.877613Z digest=sha256:087beb8c8173b01bb88034349a84d4735d666a50bdc78b87fa886d797796e8bb

Observation 0f1843cf-3bdc-4966-89c7-580f59911232 · outbound

This paper cites In 9th International Conference on Learning Repre- sentations, ICLR 2021, Virtual Event, Austria, May 3-7,.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In 9th International Conference on Learning Repre- sentations, ICLR 2021, Virtual Event, Austria, May 3-7,

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.085379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.873401Z digest=sha256:f9ffe9056824c0d5a56d038601db94d952e14ecf765bb5379d05d179e12acc20

Observation ce55ce27-823a-4f86-b5bf-6399a856ea6a · outbound

This paper cites In Find- ings of the Association for Computational Linguis- tics: EMNLP 2023, pages 12009–12024, Singapore.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Find- ings of the Association for Computational Linguis- tics: EMNLP 2023, pages 12009–12024, Singapore

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.039215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.892135Z digest=sha256:7d72722b76bf654f3f352337e71e94cc459230756bbd20168414ae66114c3f0d

Observation 0f807f67-160b-41cd-a683-2ae6f258ecde · outbound

This paper cites In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages 16343–16360, Miami, Florida, USA.

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages 16343–16360, Miami, Florida, USA

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.114674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.863144Z digest=sha256:ebb6f375a2f518af2d34c3d7b02061a8604781e808712882406cf0363e8bbeb9

Observation c9cf1a06-7935-4447-9e13-9d4580ba7710 · outbound

This paper cites In Proceedings of the 19th In- ternational Workshop on Semantic Evaluation (Se- mEval2025).

CHILL at SemEval-2025 Task 2: You Can't Just Throw Entities and Hope -- Make Your LLM to Get Them Right In Proceedings of the 19th In- ternational Workshop on Semantic Evaluation (Se- mEval2025)

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:42:58.100030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T00:42:57.868271Z digest=sha256:82c6d245dad26d78dd81263e6da1f70e4c0aa1baf9790636468a2d4cafe9545c

Pith citing papers

No inbound Pith citation observations are available.