Paper Citation Record · LEDGER

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.03411.

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

pith.paper-citation-record.v1
2608.03411 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:30:38.802625Z

measured 12 of 12 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f62cb8f-8516-45ec-9a7e-195c701eeebf · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:40.220914Z

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 f6d932a0-a55b-45d8-9af5-aa640929a4c4 · outbound

This paper cites This validates that uncer- tainty is most effectively detected during the ﬁnal stages of semantic integration and token projection.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models This validates that uncer- tainty is most effectively detected during the ﬁnal stages of semantic integration and token projection

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:30:40.069877Z

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 7916e39b-679c-451c-b627-3d1d3d432a54 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T19:30:38.174569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff0b27a-bd0a-4a24-ae1e-5343e2cb7bb7 · outbound

This paper cites late- layer.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models late- layer

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:30:39.912245Z

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 f5b14bae-623c-47d9-b474-c4838fc94dba · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:39.751497Z

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 4823d6d0-234b-4c2b-a62b-2b9fdf5ad425 · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:39.608261Z

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 78922d4a-4c26-4161-8a66-517e9db397c3 · outbound

This paper cites relevant.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models relevant

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:30:39.442156Z

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 ac0d096e-b321-45d5-969b-33e003c7a5b0 · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:39.308618Z

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 44693fe1-ad03-40c6-b8d3-a5016f5a0015 · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:39.174397Z

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 c5c908fd-45ee-4eee-8f04-b41b2a274176 · outbound

This paper cites an unresolved cited work.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:30:39.013378Z

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 2e33ce5e-3a9f-475f-85a9-5e93c73f5615 · outbound

This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T19:30:38.101737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c869d07-a108-4495-977f-26c192f5cc4b · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T19:30:38.057012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.