Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:21.463819Z
Paper Citation Record · LEDGER
The Bitter Lesson of Tool Calling
As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.06370.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
Reference resolution
12 of 12 outbound references displayed
- verified exact1
- verified fuzzy7
- unresolved1
- parse uncertain0
- malformed identifier1
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation fd3e9246-0bcf-4759-8686-453c7f10898c · outbound
This paper cites In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics, ACL 2024, pages 9510–9529.
The Bitter Lesson of Tool Calling In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics, ACL 2024, pages 9510–9529
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:23.274605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c270a2cc-163d-44e4-960a-dab91c162526 · outbound
This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, pages 4363–4400.
The Bitter Lesson of Tool Calling InFindings of the Association for Computational Linguistics: ACL 2024, pages 4363–4400
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:23.062060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 58715e20-2eee-4f85-b7d0-6eb1fe0d8fd5 · outbound
This paper cites https://www.
The Bitter Lesson of Tool Calling https://www
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:22.806857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0917a19-3f89-46b9-b655-29b2e6beb6ba · outbound
This paper cites Recursive Agent Harnesses.
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T04:09:21.887990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e6cd0a9-eb0e-442f-b927-741d4eb91502 · outbound
This paper cites Code as Agent Harness.
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:09:21.193183Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 339d6ca2-2373-4c46-a921-acc5a25c0029 · outbound
This paper cites Benchmarking the Benchmarks: A Validity Audit of Tool-Calling Evaluation.
The Bitter Lesson of Tool Calling Benchmarking the Benchmarks: A Validity Audit of Tool-Calling Evaluation
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:09:21.711324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e981a60-333c-445b-a117-317b8e1c011e · outbound
This paper cites InProceedings of the KDD 2026 Workshop on Software Engineering 3.0.
The Bitter Lesson of Tool Calling InProceedings of the KDD 2026 Workshop on Software Engineering 3.0
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:22.403169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e1c97564-0993-4475-90d6-095c301efa96 · outbound
This paper cites Find the area of a trian- gle with a base of 10 units and height of 5 units.
The Bitter Lesson of Tool Calling Find the area of a trian- gle with a base of 10 units and height of 5 units
Reference 12
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T04:09:22.209575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5eb2e94f-9ab9-4e41-bb29-8844c0bd2c17 · outbound
This paper cites InProceed- ings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, pages 3102–3116.
The Bitter Lesson of Tool Calling InProceed- ings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, pages 3102–3116
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:22.619304Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44705068-418f-4ed5-94e3-cbb7f8e1c89c · outbound
This paper cites InProceedings of the 62nd Annual Meeting of the Association for Computational Lin- guistics, ACL 2024, pages 12859–12870.
The Bitter Lesson of Tool Calling InProceedings of the 62nd Annual Meeting of the Association for Computational Lin- guistics, ACL 2024, pages 12859–12870
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:23.424555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f99f2973-1db0-4b66-910c-5f6516fb8a97 · outbound
This paper cites InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, pages 7993–8006.
The Bitter Lesson of Tool Calling InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, pages 7993–8006
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:09:23.599149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca34c263-8713-45e2-b44a-983bfbc3a2e8 · outbound
This paper cites HyperTool: Beyond Step-Wise Tool Calls for Tool-Augmented Agents.
The Bitter Lesson of Tool Calling HyperTool: Beyond Step-Wise Tool Calls for Tool-Augmented Agents
Reference 2026
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:09:22.046888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.