Paper Citation Record · LEDGER

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting

As of 17 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2508.21550.

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

pith.paper-citation-record.v1
2508.21550 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:44:59.658766Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

42 of 42 outbound references displayed

verified exact1
verified fuzzy13
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ab9f8b6-33e8-4ef7-8f2a-ecd70c1fb6b0 · outbound

This paper cites Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, et al.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.318386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3381d7f9-bbe1-412e-a6e4-a2809e81a6ba · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:59.469297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a57448b-f56d-4da9-9523-98dc1f5241b2 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.292852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5ef96b66-023f-422b-b727-4c5b3f24b9e0 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:59.478616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49487d5-bb5b-41c6-bb47-709f3cf1d215 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.268760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 02aaf171-27f6-4eff-9e51-4ce98bdb4de6 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.254313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e5a9c22-9344-4962-9b76-e048034f86ca · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.238784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0fb1eeb8-548e-4469-b213-3ca837515436 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.224004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 85d2d030-2da8-42f7-8ecf-3426be5ff371 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.208769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7cb03d0f-811d-412b-9998-55ebe129ab88 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.193274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9cc217d5-a9d0-490f-83d2-f9b50b90c2da · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.178358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95766189-d837-4300-928d-a3de04531e08 · outbound

This paper cites Jamieson and Robert Nowak.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Jamieson and Robert Nowak

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.164440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b0d1a35b-cd4e-497c-98d5-2675debf09db · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.150172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8f7b49b5-f7f6-46fe-848f-0c8f1453d833 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.135947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 119034d8-047b-4815-98b2-d389e3c2632c · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.121340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5f08ab81-8f31-4717-afef-eaf4126ac0d1 · outbound

This paper cites Movellan, and Paul Ruvolo.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Movellan, and Paul Ruvolo

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.106790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4244991e-6b28-4307-9c6a-a96f428efbc0 · outbound

This paper cites Raykar, Shipeng Yu, Linda H.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Raykar, Shipeng Yu, Linda H

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.075784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 885bb2bd-a2be-4250-ab20-004d9eb526ab · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.060677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a73a1a65-8218-40df-937c-94e4baa29df1 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.044524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7394a285-73f2-4f1c-a3af-58e491e8b2e9 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:45:00.026863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f5fe37be-c468-4349-9117-47f0942b0442 · outbound

This paper cites Lanitis, C.J.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Lanitis, C.J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.008689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 525e4ce5-ac06-40dc-bdb6-381fa285ba67 · outbound

This paper cites Thurstone.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Thurstone

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.993107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 83a88736-7173-4332-84a6-a81314cead2f · outbound

This paper cites Bennett, Kevyn Collins-Thompson, and Eric Horvitz.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Bennett, Kevyn Collins-Thompson, and Eric Horvitz

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.978326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 36117232-79d8-4512-80cf-a815db59ba31 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.963493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b9f9da37-1a3d-403b-b7bd-f08aab8d0283 · outbound

This paper cites An $O(N)$ Sorting Algorithm: Machine Learning Sort.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting An $O(N)$ Sorting Algorithm: Machine Learning Sort

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:44:59.721694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a213d65-d9be-40e3-b8f1-cf55a314033c · outbound

This paper cites Graham, Donald E.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Graham, Donald E

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.948666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4da46e0b-5aa9-4656-b519-28c0a7e8a168 · outbound

This paper cites Cormen, Charles E.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Cormen, Charles E

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:59.595296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9437b487-331b-4de9-bdea-cbae73a59e91 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.909560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bfd224dc-7871-47af-ad96-1571369657ee · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.894050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 27e39b5d-91ac-4a91-a882-0d9d12b9a314 · outbound

This paper cites MIT Press, 3rd edition.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting MIT Press, 3rd edition

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.924287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 51dc7fe4-7a93-4467-ae2f-924fd8bf65de · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.865231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f53d7333-cf06-4aa9-a598-ae728bcefeea · outbound

This paper cites Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:59.623036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f65a34e-c563-4610-9b52-f1085b551cd8 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.879444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9bac0f10-5d22-4dbb-88bf-8e3683c9903f · outbound

This paper cites Anderson, David R.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Anderson, David R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.835676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b7a36732-843d-491b-9a2b-abeeb9e8caf1 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.804699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 41864c37-199b-43bf-a734-11f5ab28ede3 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.850544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 852a5f5b-8956-4d62-80b4-035170506e8e · outbound

This paper cites Peter Campbell, Deniz Erdogmus, Peng Tian, Dha- ranish Kedarisetti, Chace Moleta, James D.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Peter Campbell, Deniz Erdogmus, Peng Tian, Dha- ranish Kedarisetti, Chace Moleta, James D

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.756092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f132b287-9d59-40d9-94b6-236b4b4ca417 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.772316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cbfcab4a-03cb-40c6-856c-4940dd4fcafb · outbound

This paper cites In Advances in Neural Information Processing Systems , Vol.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting In Advances in Neural Information Processing Systems , Vol

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:45:00.091392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ed9a398c-4542-4938-9283-f7b20a711899 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 2014

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:59.819996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b1f8d50b-2f88-4f45-b106-91def00f19ba · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting In Proceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:59.789159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5a668758-cb09-4a79-ae97-2ee3ccf4a48b · outbound

This paper cites Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:59.483225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.