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Paper Citation Record · LEDGER

Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2504.07440.

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

pith.paper-citation-record.v1
2504.07440 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:11:59.846007Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:19:47.409575Z

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 5b73d785-7e20-4dd1-ad99-9151c7b1b4c1 · inbound

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks cites this paper.

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:59.846007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:11:59.846007Z digest=sha256:1b24b634996742c8830fecc33a6e8cd818343e21a15b5c9524cd59ac1a7601e9

Observation 545853b1-e495-4d69-a88b-671cfb2c1227 · inbound

Disentangling Language and Culture for Evaluating Multilingual Large Language Models cites this paper.

Disentangling Language and Culture for Evaluating Multilingual Large Language Models Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:30.450813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:30.450813Z digest=sha256:c94e91982bc1b34614f46e6cb1e4a23bb2f0b2b6326479e9f5c7a0bf0c20a308

Observation 6d3095ea-ad08-4969-b405-70be5bd48016 · inbound

Does the Same Token Mean the Same State? MoE Routing as Signal for Reasoning Control cites this paper.

Does the Same Token Mean the Same State? MoE Routing as Signal for Reasoning Control Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:19:47.410964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T08:59:28.038685Z digest=sha256:b9d7ad3eebf238b3c641ee555e45f6e7c974ee281a992e40c1b0efd75ab4b4f6

Observation 5a73cb0e-d8d0-4a52-8c92-1240f5994467 · inbound

Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation cites this paper.

Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-03T16:28:38.296458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T16:26:21.011177Z digest=sha256:7060451b8ca67c7d1e297c381c03c7a51d8da3c16e0fa9cf40117aa6e598286f

Observation 1bf2d171-6b3a-42d8-ac57-3dc21f426ad1 · inbound

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement cites this paper.

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-14T10:37:22.521896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T10:37:22.521896Z digest=sha256:756f3e67b55fc9017bdb922fc795ed853c16eaccf88de34b2cd71176512fd902