Paper Citation Record · LEDGER

Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.14318.

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

pith.paper-citation-record.v1
2502.14318 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:21:37.418553Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:36:09.374709Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b3cfdbff-a0ad-4aaf-8030-68e334d08b2c · inbound

Rethinking the Understanding Ability across LLMs through Mutual Information cites this paper.

Rethinking the Understanding Ability across LLMs through Mutual Information Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.418553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047ae5d0-4bd9-4baf-8a9d-3790b8fe4c05 · inbound

Testing chatbots on the creation of encoders for audio conditioned image generation cites this paper.

Testing chatbots on the creation of encoders for audio conditioned image generation Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T21:25:26.758106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0267c0-188e-4166-8b33-e39ae0f8c32d · inbound

Decomposing and Steering Functional Metacognition in Large Language Models cites this paper.

Decomposing and Steering Functional Metacognition in Large Language Models Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:26:28.435651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e0fb51a-2dcc-4d9b-b2a3-5f2f31e7734d · inbound

Unsteady Metrics and Benchmarking Cultures of AI Model Builders cites this paper.

Unsteady Metrics and Benchmarking Cultures of AI Model Builders Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:55:03.415081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 476c8f7f-8442-48cb-959d-7359b2d33e6d · inbound

Latent Performance Profiling of Large Language Models cites this paper.

Latent Performance Profiling of Large Language Models Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:33:13.403297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd6452f0-3348-455d-9b73-c017a1972970 · inbound

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture cites this paper.

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture Line Goes Up? Inherent Limitations of Benchmarks for Evaluating Large Language Models

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:09.376299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.