Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 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 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:30.450813Z

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 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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.