Paper Citation Record · LEDGER

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization

As of 11 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.18573.

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

pith.paper-citation-record.v1
2607.18573 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:04:08.358592Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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 exact2
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b0f58fb-0f4f-475f-bcc9-c55bd852eda3 · outbound

This paper cites predict, then optimize.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization predict, then optimize

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.905481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191a82be-bd59-4a32-a854-3d8b3c64c346 · outbound

This paper cites Machine Learning 112, 3211-3260.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Machine Learning 112, 3211-3260

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.988881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b3389d-99c4-4cc7-82d5-257a07925ae4 · outbound

This paper cites Dual Graph Multitask Framework for Imbalanced Delivery Time Estimation.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Dual Graph Multitask Framework for Imbalanced Delivery Time Estimation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:08.358592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c60eea-047f-4270-b36e-a54781d000a8 · outbound

This paper cites Periodicity in recurrent fast radio bursts and the origin of ultra long period magnetars.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Periodicity in recurrent fast radio bursts and the origin of ultra long period magnetars

Reference 2003

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:08.309427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf7fcfb-4833-47be-9df0-3c30ea7d2ba8 · outbound

This paper cites Information Sciences 191, 192-213.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Information Sciences 191, 192-213

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.598038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab3b429-3cf3-4114-bfc6-914a9024ace0 · outbound

This paper cites In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.751189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0469bc-ecca-4636-aa92-5c00cf346db3 · outbound

This paper cites Mendeley Data, V3.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Mendeley Data, V3

Reference 2019

Resolution: verified exact; doi, observed 2026-08-01T15:08:32.413819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0b5abc85-de6e-4830-8647-f6c8d163d482 · outbound

This paper cites Journal of Business Research 122, 502-517.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Journal of Business Research 122, 502-517

Reference 2021

Resolution: verified exact; doi, observed 2026-08-01T15:08:32.254002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cfc774a6-c8c4-478e-a7b7-764d10411fe9 · outbound

This paper cites Knowledge-Based Systems 245, 108632.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Knowledge-Based Systems 245, 108632

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.535686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40c7e15-3b7e-458d-9821-2b7369f23e51 · outbound

This paper cites Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:07.683094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c7c46c-ad13-4640-a920-7b395f2c5b16 · outbound

This paper cites Root Cause Attribution of Delivery Risks via Causal Discovery with Reinforcement Learning.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Root Cause Attribution of Delivery Risks via Causal Discovery with Reinforcement Learning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:08.155498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d1b073-38e0-4ceb-a769-90ad32bb1a67 · outbound

This paper cites Conformal Predictive Distributions for Order Fulfillment Time Forecasting.

When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Conformal Predictive Distributions for Order Fulfillment Time Forecasting

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:08.237634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.