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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 15 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 2026-08-15T06:32:42.880941+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=sha256:45dcac2385ee881526a3813b725889a09901db3607378baf3f92d31e08d3f37d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.887638Z digest=sha256:0d9f9f8fe71cde2d16d5ebdc6967cfb79da010a4c22dd7366dd71e56946fd68b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.897197Z digest=sha256:4545e712c4fb4b1606a06107dac35be4ca08048ab2a9f03fb14ec3cc78b9510a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.902037Z digest=sha256:3f088b95013fd20152cf7fd456a547d15df0ac1864d5b0044b030a7657b2aac4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.906175Z digest=sha256:01cc97525ae2095bcf66ab6fe01a18cf097bf0ac04aa32d105131223e1e89ffc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.910595Z digest=sha256:2256517990fc5ed65c7484d98d0c6b7146239e5a4ba4c3585d161a2f0ce9515a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.914665Z digest=sha256:310e791329420ccf06bb0d2e01f385ce2569b7ec74564289db51cac63ff28fb9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.877613Z digest=sha256:5f24dde81f3ebbbec0a3299709bb727f000cb12db149eeb018459ee57f8ae3a7

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.873401Z digest=sha256:e9025a512bc75cd727376f03ff2c6fac4407b9adbccedbca5aed9a90270dd844

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.892135Z digest=sha256:4a251caccce1948a70f9fd3812246b3e826bbfeaa11339f4242b1fd052787805

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.863144Z digest=sha256:321cade35d88abbfe880b1c8c759e0c53b9737c6b4090254fe44388ac86a8089

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:42:57.868271Z digest=sha256:736fbacf43effb4bc5917315ced5aa43f8bff6ee961113abbe1319dc757f94a8

Pith citing papers

No inbound Pith citation observations are available.