Paper Citation Record · LEDGER

SConU: Selective Conformal Uncertainty in Large Language Models

As of 18 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 4 inbound Pith citation observations for arXiv:2504.14154.

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

pith.paper-citation-record.v1
2504.14154 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:00:36.226464Z

measured 19 of 19 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:39:35.840945Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T13:50:02.381290Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy3
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9610332-1f8d-4fe4-bd4e-5868d75b1a08 · outbound

This paper cites The probability of each true class (label) is denoted as ˆf (Xi)Y∗ i.

SConU: Selective Conformal Uncertainty in Large Language Models The probability of each true class (label) is denoted as ˆf (Xi)Y∗ i

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:00:36.489085Z

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 e368940c-0d78-48e1-9fe9-34f998a69772 · outbound

This paper cites an unresolved cited work.

SConU: Selective Conformal Uncertainty in Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:00:36.472139Z

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 0712eb48-f972-4bcf-910e-cbc546583907 · outbound

This paper cites an unresolved cited work.

SConU: Selective Conformal Uncertainty in Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:00:36.455996Z

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 c8d71b6d-19d5-4a97-af80-21d079f2b161 · outbound

This paper cites Adaptive Uncertainty Quantification for Generative AI.

SConU: Selective Conformal Uncertainty in Large Language Models Adaptive Uncertainty Quantification for Generative AI

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.172252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c342a5f-4a89-43d4-836a-2e1e4d122cc4 · outbound

This paper cites Conformal Prediction with Large Language Models for Multi-Choice Question Answering.

SConU: Selective Conformal Uncertainty in Large Language Models Conformal Prediction with Large Language Models for Multi-Choice Question Answering

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.177553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e9f487-78f6-4c05-a7e8-915972415af3 · outbound

This paper cites an unresolved cited work.

SConU: Selective Conformal Uncertainty in Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:00:36.407958Z

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 37db0aeb-8f93-4527-9996-fb58945bff68 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SConU: Selective Conformal Uncertainty in Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.188087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0a8f8a-d168-4d6f-909c-e1b6935e3230 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

SConU: Selective Conformal Uncertainty in Large Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.193519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf6967b3-c5f5-4a70-ba05-9586f99f4e02 · outbound

This paper cites an unresolved cited work.

SConU: Selective Conformal Uncertainty in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:00:36.440860Z

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 3791b3bb-ed04-4e8f-9612-3dff0a7eaa15 · outbound

This paper cites As long as s (Xtest,Y ∗ test)≤ ˆq is satisfied, Y∗ test is en- compassed byC (Xtest), and then we obtain the prediction set that contains the true label.

SConU: Selective Conformal Uncertainty in Large Language Models As long as s (Xtest,Y ∗ test)≤ ˆq is satisfied, Y∗ test is en- compassed byC (Xtest), and then we obtain the prediction set that contains the true label

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:00:36.425885Z

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 75856d9b-94c3-4504-95a3-1430ec0eac9a · outbound

This paper cites off-the-shelf.

SConU: Selective Conformal Uncertainty in Large Language Models off-the-shelf

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:00:36.392143Z

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 066e2cc0-c907-4829-80f8-59eca5e938c6 · outbound

This paper cites Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression.

SConU: Selective Conformal Uncertainty in Large Language Models Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.182780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4561bb0c-d510-4e1a-a195-80c3d7d8d2e5 · outbound

This paper cites CONFINE: Conformal Prediction for Interpretable Neural Networks.

SConU: Selective Conformal Uncertainty in Large Language Models CONFINE: Conformal Prediction for Interpretable Neural Networks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.167220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33cd69b8-bdba-45e2-aff7-7e489862c09c · outbound

This paper cites Conformal Prediction With Conditional Guarantees.

SConU: Selective Conformal Uncertainty in Large Language Models Conformal Prediction With Conditional Guarantees

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.162032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e73dd9-5431-441f-8e72-7af844686f54 · outbound

This paper cites Conformal Prediction Sets Can Cause Disparate Impact.

SConU: Selective Conformal Uncertainty in Large Language Models Conformal Prediction Sets Can Cause Disparate Impact

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T12:00:36.156335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 93a42237-22ef-4e76-a038-2d4bf539c082 · inbound

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction cites this paper.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction SConU: Selective Conformal Uncertainty in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.840945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cecbe49-6d1d-4bc4-b855-8117d7767bab · inbound

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees cites this paper.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees SConU: Selective Conformal Uncertainty in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.795924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f531fd-b0a5-4225-bf04-acc37f8b7d23 · inbound

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees cites this paper.

Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees SConU: Selective Conformal Uncertainty in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T04:15:34.946683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4630bf-8da0-4346-b570-5d8189a4d68e · inbound

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards cites this paper.

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards SConU: Selective Conformal Uncertainty in Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T13:50:02.382912Z

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.