Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:32:11.039098Z
Paper Citation Record · LEDGER
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough
As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 3 inbound Pith citation observations for arXiv:2507.05403.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T07:04:28.959310Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T07:06:44.914753Z
Reference resolution
42 of 42 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved31
- parse uncertain0
- malformed identifier4
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e915f9c6-8f4f-4399-a3ad-14520fb589df · outbound
This paper cites Ilyas, Mourad Ouzzani, Paolo Papotti, and Michael Stonebraker.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Ilyas, Mourad Ouzzani, Paolo Papotti, and Michael Stonebraker
Reference 1
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-06T19:32:12.355637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 96aec50b-581c-449c-870c-c20bfef6f106 · outbound
This paper cites Program Synthesis with Large Language Models.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Program Synthesis with Large Language Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.921170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7bb10b7-e75e-4f30-82e5-570fa0b3ed01 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 3
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:32:10.924690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07c2c7d3-9e97-430a-ab04-24318417800f · outbound
This paper cites Evaluating Large Language Models Trained on Code.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Evaluating Large Language Models Trained on Code
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.927942Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09dc4dc-3cd5-4897-8008-289833dd8b53 · outbound
This paper cites Guo, Robert DeLine, and Sumit Gulwani.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Guo, Robert DeLine, and Sumit Gulwani
Reference 5
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:32:10.931352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f9db795-aef9-4729-826e-f2372a7fc7f9 · outbound
This paper cites ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.934508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8994b7aa-d1ea-4e4d-98a9-9d7b704d4969 · outbound
This paper cites The Llama 3 Herd of Models.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough The Llama 3 Herd of Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.937909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f590d5d9-6fcc-42fb-a1dc-f50ebc48b013 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.941143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa32bc30-676e-4e24-8807-3467e6a83eac · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.461175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e96a6bc-487d-4aca-ae64-b2262970bc39 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.452586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27e4775c-6fb4-4304-9bcd-1aecaad9250a · outbound
This paper cites Guo, Sean Kandel, Joseph M.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Guo, Sean Kandel, Joseph M
Reference 11
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:32:10.949208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0706ffe5-2995-4768-b6bc-b354fe35d058 · outbound
This paper cites Harris and Sumit Gulwani.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Harris and Sumit Gulwani
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.952852Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 256f1091-148d-43eb-a768-8dafbf254c2d · outbound
This paper cites Hart, Nils J.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Hart, Nils J
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.955658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bc9ca53-219b-4903-9ed2-6714d4735836 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.444933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fc7f25f9-7147-402e-8f93-835c6e877031 · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.962313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c1a7b7a-9cfe-452a-999f-40427cb525ad · outbound
This paper cites Anderson, Michael Cafarella, and H.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Anderson, Michael Cafarella, and H
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.965440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7f9a38a-7c33-40c3-b411-25f7dafa6717 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.968281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c48d67c-e4fa-47a1-8174-ccb032fcedb4 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.971407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9efd9e-5610-45f0-835d-7e293f059780 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.436008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc06eef5-18c8-4ffa-82d8-79be1054b081 · outbound
This paper cites Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.977184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee37896e-1c69-49f3-b85c-80601f02896e · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.427198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7f3c76a-b922-4579-9dd8-86d69ba0803a · outbound
This paper cites McKinley.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough McKinley
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.983108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16eea55a-4e69-4cee-a9e2-71125ffae914 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.417764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 28cbab17-7321-42c6-9e75-346e9ee4d09f · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.991916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8d3cecc-174c-4d57-8366-97e1d57b432a · outbound
This paper cites GPT-4 Technical Report.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough GPT-4 Technical Report
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:10.995002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3079f2c2-a726-4168-99ba-f83b9d39b1d1 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.398442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ceb80355-3b3c-427a-8aa7-d6e2a2af73bd · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:12.388810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a1856f60-2682-444b-a3ae-76000ec819e1 · outbound
This paper cites Hellerstein.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Hellerstein
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:12.379317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87be0e00-cbed-4480-a9eb-ddd81a08812a · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 29
- Resolution
- verified exact
- doi, observed 2026-08-06T19:32:11.076248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8c3edbb4-2f95-43a8-9de8-980c7d1ffb16 · outbound
This paper cites Ilyas, and Christopher Ré.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Ilyas, and Christopher Ré
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:12.370501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2776cf66-f827-4f1e-93c5-f52204628637 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.015233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ba10ab-0a6e-4427-b007-3eeb6faccc33 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 32
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-06T19:32:11.428233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d1be014-a38d-48d3-85d9-f976266ba07b · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 33
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-06T19:32:11.350245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b080ac7c-1116-4e34-8512-3fd818cdb215 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 34
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T19:32:11.022948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d27542b-62b6-48d8-b8d0-f77182cdfc61 · outbound
This paper cites Attention Is All You Need.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Attention Is All You Need
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.026298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e91bcfd-64ca-4cbb-8e7d-3e116cfeee77 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.028967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc75bd06-6d87-4de9-ad75-03567d19b103 · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.031447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0928f38-353a-4b71-8a19-18a992e98ea6 · outbound
This paper cites What Makes Large Language Models Reason in (Multi-Turn) Code Generation?.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.033980Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b4d743e-4373-4844-930c-2c8bfcdf71fb · outbound
This paper cites an unresolved cited work.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.036638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41a7fdf3-4bbf-439a-a33d-3f09b3ba099e · outbound
This paper cites In Pro- ceedings of the 30th International Conference on Machine Learning (Proceedings of Machine Learning Research) , Sanjoy Dasgupta and David McAllester (Eds.), Vol.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough In Pro- ceedings of the 30th International Conference on Machine Learning (Proceedings of Machine Learning Research) , Sanjoy Dasgupta and David McAllester (Eds.), Vol
Reference 2013
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:12.408279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 48cf5c14-1bd2-41a0-990d-eed6b0d4ba2b · outbound
This paper cites HoloClean: Holistic Data Repairs with Probabilistic Inference.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough HoloClean: Holistic Data Repairs with Probabilistic Inference
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.012305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 768dbeba-1633-40cb-9cd7-31129039db08 · outbound
This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.
PBE Meets LLM: When Few Examples Aren't Few-Shot Enough BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:11.039098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 93df6b22-3b4a-4adb-a880-9bc84d7af6bb · inbound
ReaComp: Compiling LLM Reasoning into Symbolic Solvers for Efficient Program Synthesis cites this paper.
ReaComp: Compiling LLM Reasoning into Symbolic Solvers for Efficient Program Synthesis PBE Meets LLM: When Few Examples Aren't Few-Shot Enough
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:21:08.967816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 78ed9114-e2c1-471d-b992-4de46d247c8d · inbound
From I/O to Code with Discovery Agent cites this paper.
From I/O to Code with Discovery Agent PBE Meets LLM: When Few Examples Aren't Few-Shot Enough
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:02:38.607641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 11b59848-12c9-43ab-8686-392e248d876b · inbound
LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding cites this paper.
LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding PBE Meets LLM: When Few Examples Aren't Few-Shot Enough
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T07:06:44.917351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.