Paper Citation Record · LEDGER

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations

As of 17 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2504.15903.

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

pith.paper-citation-record.v1
2504.15903 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:21:27.227402Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:45:41.896216Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:45:44.724854Z

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy5
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f26540fb-1d79-456e-ba4b-9ed2d8bc6362 · outbound

This paper cites Johnson, T.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Johnson, T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:21:27.365517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4bcb0b1-53fc-4998-9c48-902360087e8f · outbound

This paper cites Tervo and A.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Tervo and A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:21:27.353313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ef924f94-ef6e-40ad-a8fd-06f6ca890877 · outbound

This paper cites E., & Das, R.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations E., & Das, R

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:21:27.330073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9841f1a5-237b-47c5-af1d-80f7a5279937 · outbound

This paper cites an unresolved cited work.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:27.318930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2eb5ac7e-86fd-45b0-8651-cd56abf8500b · outbound

This paper cites Mitchell, ”Artificial intelligence still can’t form concepts,” Communica- tions of the ACM , August 2023.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Mitchell, ”Artificial intelligence still can’t form concepts,” Communica- tions of the ACM , August 2023

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:21:27.307793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cce33108-de38-4f33-a595-f13684d18fa4 · outbound

This paper cites Mitchell, ”AI models of conceptual abstraction and analogy- making,” May 12, 2023.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Mitchell, ”AI models of conceptual abstraction and analogy- making,” May 12, 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:21:27.295508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49a0f9b4-ef6d-47d4-a9ba-dc6a6ecf9dee · outbound

This paper cites The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:27.219660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe4239d-8dc2-4086-a6b2-ed17af0edaf4 · outbound

This paper cites On the Measure of Intelligence.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations On the Measure of Intelligence

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:27.187336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31feaa5d-f437-40c9-915b-d70ae34802e5 · outbound

This paper cites an unresolved cited work.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:21:27.340869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 64e1d08e-350f-494e-8164-6dd22258eaab · outbound

This paper cites Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks.

Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T11:21:27.227402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 01888682-4466-44e0-9d8f-f0328c7d998f · inbound

LLM Performance for Code Generation on Noisy Tasks cites this paper.

LLM Performance for Code Generation on Noisy Tasks Impact of Noise on LLM-Models Performance in Abstraction and Reasoning Corpus (ARC) Tasks with Model Temperature Considerations

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:45:44.803019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.