Paper Citation Record · LEDGER

Can Large Language Models Predict Parallel Code Performance?

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2505.03988.

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

pith.paper-citation-record.v1
2505.03988 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:43:58.058790Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T01:30:29.503481Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T15:39:56.740578Z

Reference resolution

39 of 39 outbound references displayed

verified exact4
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f01bdaf-d955-4ad1-bf8d-eb09ac55f07e · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.906588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc3b2038-948c-47c7-8900-cfb318bfe48a · outbound

This paper cites Symbols of One-Loop Integrals From Mixed Tate Motives.

Can Large Language Models Predict Parallel Code Performance? Symbols of One-Loop Integrals From Mixed Tate Motives

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.911676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19606abb-6d89-4674-ba5c-d13adf1820ca · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:43:59.099372Z

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.

Observation 01eea1dc-6f2d-4607-9494-26a35bc1cffa · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.920077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed2753a-8e94-4d49-9439-e415bbbf66e8 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.267509Z

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.

Observation febc4357-fcf7-48ac-a3c5-7cc8d4281ac8 · outbound

This paper cites Do Large Language Models Understand Performance Optimization?.

Can Large Language Models Predict Parallel Code Performance? Do Large Language Models Understand Performance Optimization?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.928267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00cadf3a-c24e-40f4-8820-01757ce9a264 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Can Large Language Models Predict Parallel Code Performance? Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.932808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14aea95d-add4-4fdd-9df2-54da93d89544 · outbound

This paper cites A Model Is Not Built By A Single Prompt: LLM-Based Domain Modeling With Question Decomposition.

Can Large Language Models Predict Parallel Code Performance? A Model Is Not Built By A Single Prompt: LLM-Based Domain Modeling With Question Decomposition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.937016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e156827c-2a59-4dff-b668-d6a1d62aabca · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-15T23:43:58.171788Z

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.

Observation 0990cb64-c4e0-4143-b50a-ebaded51083e · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.254908Z

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.

Observation 610b807a-09f5-40ff-9308-e42f8376b3af · outbound

This paper cites Gamblin, and A.

Can Large Language Models Predict Parallel Code Performance? Gamblin, and A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.949134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6336c888-3682-465b-89c1-95877ed4047a · outbound

This paper cites Performance-Aligned LLMs for Generating Fast Code.

Can Large Language Models Predict Parallel Code Performance? Performance-Aligned LLMs for Generating Fast Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.952994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc08de25-fb64-4724-b4e1-65e64c651ba1 · outbound

This paper cites Successive Prompting for Decomposing Complex Questions.

Can Large Language Models Predict Parallel Code Performance? Successive Prompting for Decomposing Complex Questions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.957359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f004d4-ff45-4bb4-9eff-52f6da4b0d49 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T23:43:58.147781Z

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.

Observation 13534fb5-c3f2-4f02-9272-b8055b105a4f · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.242770Z

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.

Observation 2a0bc28e-a76b-432f-8513-92832eb577dc · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:43:58.770089Z

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.

Observation 0bb8dfbb-2efc-42d3-9b5f-f9ce07cf27b2 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.230849Z

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.

Observation 4705739d-0e14-4adc-ad71-f50977aeb375 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.979902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3222d7-1f5c-4714-a952-199f52d68fac · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.983753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10642957-1b60-4661-ab9a-166e75da7d32 · outbound

This paper cites Krentel, Gabriel Marin, John Mellor-Crummey, and Nathan R.

Can Large Language Models Predict Parallel Code Performance? Krentel, Gabriel Marin, John Mellor-Crummey, and Nathan R

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:43:57.987778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a3b331-cfab-4bfc-903d-ec6d0051d7dc · outbound

This paper cites The Landscape and Challenges of HPC Research and LLMs.

Can Large Language Models Predict Parallel Code Performance? The Landscape and Challenges of HPC Research and LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.991513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85763246-f8b7-49d3-be43-6d86ec0e7c7a · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Can Large Language Models Predict Parallel Code Performance? Lost in the Middle: How Language Models Use Long Contexts

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.995496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e269187a-ea65-40d2-a5af-f476a9b13a74 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.219095Z

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.

Observation 2b76c57c-431d-4c75-bc61-228d114cafc3 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 24

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:43:58.538594Z

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.

Observation ffbdaa6e-8e7c-4655-9271-46253be2eaf4 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.207087Z

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.

Observation 921419cc-1bf4-4fdd-87cd-1a70a07c1ddf · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:43:59.194219Z

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.

Observation 2a7aebfb-ca11-42d3-a4cf-781e40709647 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.024118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b335b4c-fba4-4457-911a-1991322354e6 · outbound

This paper cites Trott, Damien Lebrun-Grandié, Daniel Arndt, Jan Ciesko, Vinh Dang, Nathan Ellingwood, Rahulkumar Gayatri, Evan Harvey, Daisy S.

Can Large Language Models Predict Parallel Code Performance? Trott, Damien Lebrun-Grandié, Daniel Arndt, Jan Ciesko, Vinh Dang, Nathan Ellingwood, Rahulkumar Gayatri, Evan Harvey, Daisy S

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.027893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54dbc068-d4ae-4afe-afdd-c31efd5cd503 · outbound

This paper cites Critical exponents and fluctuations at BEC in a 2D harmonically trapped ideal gas.

Can Large Language Models Predict Parallel Code Performance? Critical exponents and fluctuations at BEC in a 2D harmonically trapped ideal gas

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:43:58.348651Z

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.

Observation 034d0cce-a124-4846-844f-23df610b6e71 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.036008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a59c38-834b-4802-8a3e-8036d777b5d8 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.039774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 952642f7-0b03-4d2c-8440-784a1d37a85a · outbound

This paper cites A Systematic Evaluation of Large Language Models of Code.

Can Large Language Models Predict Parallel Code Performance? A Systematic Evaluation of Large Language Models of Code

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.043517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2284ee9e-0113-4935-a6b6-e4ed350e9475 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.047289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa203bd8-a494-4c2b-bec8-9a3fc6eb01eb · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.051152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d070e596-2ad0-4c97-a511-0a770c22dea4 · outbound

This paper cites Ligocki, Matthew J.

Can Large Language Models Predict Parallel Code Performance? Ligocki, Matthew J

Reference 35

Resolution: verified exact; doi, observed 2026-08-15T23:43:58.091104Z

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.

Observation 9f535e93-0a0a-44ec-9dd8-e9fbe9c1f9c0 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Can Large Language Models Predict Parallel Code Performance? Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.058790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9138b5-2519-4689-a64f-dc526d2c931d · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 955

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:57.968994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85cc9ba9-15df-4b48-b4f8-9fa0ca4d907f · outbound

This paper cites ACM Transactions on Architecture and Code Optimization 18, 1 (2020), 1–25.

Can Large Language Models Predict Parallel Code Performance? ACM Transactions on Architecture and Code Optimization 18, 1 (2020), 1–25

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.004268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ba4042-f51d-49df-a8ca-82d5333937b6 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Predict Parallel Code Performance? Unresolved cited work

Reference 7356

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:58.020137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 91ff68e9-9c47-40c8-ad04-a8cca3abe909 · inbound

SOLAR: AI-Powered Speed-of-Light Performance Analysis cites this paper.

SOLAR: AI-Powered Speed-of-Light Performance Analysis Can Large Language Models Predict Parallel Code Performance?

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:39:56.742118Z

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.