Paper Citation Record · LEDGER

Disentangling the Roles of Representation and Selection in Data Pruning

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.03648.

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

pith.paper-citation-record.v1
2507.03648 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:15:25.910696Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

52 of 52 outbound references displayed

verified exact4
verified fuzzy3
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c604fe49-2b67-44ce-ad0f-3b9bd7d7340a · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.097274Z

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Observation 23093e4e-5e96-47e2-89c6-ad2e059e219c · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.088560Z

Source-reported events for the cited work

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Observation 3ff7c4a1-d872-46fe-9dcf-3e1778546cf9 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.080252Z

Source-reported events for the cited work

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Observation 8c668801-9173-49e8-ab06-551d39bb4572 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 4

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Source-reported events for the cited work

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Observation 5e4e62c0-8483-44df-956a-1451ceafa5a5 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 5

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Observation 8550ded4-bcab-4901-b0c7-d2c5c02e9ba9 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 6

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Observation 4523ee92-2050-4c75-a3af-047d17c0eb74 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T20:15:26.079536Z

Source-reported events for the cited work

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Observation f140e7a4-af8e-4c91-bf1d-763fe01f047a · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 8

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Source-reported events for the cited work

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Observation be77ca7a-50f2-4055-acd6-dfea53ebbd99 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.072439Z

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Observation e4f62739-3659-4671-810e-2123ab7b5520 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 10

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Source-reported events for the cited work

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Observation b61d8d43-e6c8-4d14-bdf6-6d6a5e83698d · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation eb97602d-bf62-4f39-a835-6292b84b6c22 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 12

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Observation 4679e17a-73f5-4dc8-b61d-7ed613068d30 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d28e8ef-a45e-4874-83f0-ea90fbd06916 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.052061Z

Source-reported events for the cited work

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Observation 490925f3-dcbf-417e-8f04-834f6692cd51 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation 6336a131-8536-4190-ba77-aec39fca2854 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Disentangling the Roles of Representation and Selection in Data Pruning Training Compute-Optimal Large Language Models

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1b83eb-2706-4533-b2c7-87133d255641 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.041387Z

Source-reported events for the cited work

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Observation a8cdd0e1-9e18-4b38-a7b4-131252e3411f · outbound

This paper cites Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2.

Disentangling the Roles of Representation and Selection in Data Pruning Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:15:22.665397Z

Source-reported events for the cited work

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Observation d6a51e28-1f5b-4703-ae69-5d38950957f9 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.035507Z

Source-reported events for the cited work

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Observation b8cfa52b-cce9-432f-8d1b-fc6b3dacc51d · outbound

This paper cites Scaling Laws for Neural Language Models.

Disentangling the Roles of Representation and Selection in Data Pruning Scaling Laws for Neural Language Models

Reference 20

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Source-reported events for the cited work

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Observation 63768e8c-313e-430a-b724-cd72ac32ae92 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 21

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Source-reported events for the cited work

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Observation e9e37097-a91b-48e6-9610-a370cdc913bb · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation 50a40d21-eadd-47c2-8fcd-849f07ed64a4 · outbound

This paper cites Dataset Difficulty and the Role of Inductive Bias.

Disentangling the Roles of Representation and Selection in Data Pruning Dataset Difficulty and the Role of Inductive Bias

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:15:26.663237Z

Source-reported events for the cited work

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Observation 5fab1de7-1c02-4d24-9743-7b8658ca5687 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 24

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Source-reported events for the cited work

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Observation c6fd43a4-801c-46eb-a97c-479ddb28fbe2 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:15:28.016296Z

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Observation 5f90911c-5ec1-4e63-b416-91a53eeefc68 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation 9db6952f-88e2-4577-bac4-af158594a0cb · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 27

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Observation ca62f42a-f897-4865-96b0-edae64c870fa · outbound

This paper cites When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale.

Disentangling the Roles of Representation and Selection in Data Pruning When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Reference 28

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Observation 4f2d9a91-1d94-4833-8afc-a3609f68a822 · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning o ren Mindermann, Jan M Brauner, Muhammed T Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt H \

Reference 29

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Observation aa3c0609-b579-4e4c-9ca2-de2495a8a46a · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Moore and William Lewis

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:15:27.995423Z

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Observation a964a947-fda1-4158-98a3-ce9e66186ad4 · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 31

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Observation 4117a7f6-8e55-45c1-82de-84353b4faec0 · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 32

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Source-reported events for the cited work

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Observation f2b3071a-bf19-4dad-8fba-40d51154a1ba · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 33

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Observation 22a48a9e-99ca-4b77-86fb-ef7e5608726e · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 34

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Disentangling the Roles of Representation and Selection in Data Pruning How to Train Data-Efficient LLMs

Reference 35

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Observation 64c009be-a3b7-4d73-b4c1-d7dcaa8febac · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation 2ea37325-39b9-4477-990d-c3dfc57ccfc0 · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation c5767d89-071e-488a-aae0-813b6f6fb879 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 38

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Observation 5ae5da87-31f5-47e1-81c1-7441d4a96cfe · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Smith, and Yejin Choi

Reference 39

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Observation 073d9fa6-f981-4206-aaec-370114d896da · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 40

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 41

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Observation 351c12f6-0715-45c4-ba86-4c8c8d7f13b9 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 42

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Observation 23450820-13fb-4d8c-b809-b0a63a8b861a · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 43

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Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 44

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Source-reported events for the cited work

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Observation 54dbe965-9e54-46af-a97c-c55ea9e17a84 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 45

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Source-reported events for the cited work

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Observation 7387d1f8-4f62-43a6-9044-59e6b1f17a71 · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 46

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Source-reported events for the cited work

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Observation 20e5f7ee-ad42-47e3-96df-02a9779e874a · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

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Source-reported events for the cited work

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Observation 9803fbcf-d018-427d-923a-38535f74248d · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Disentangling the Roles of Representation and Selection in Data Pruning OPT: Open Pre-trained Transformer Language Models

Reference 48

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Unavailable: canonical work link unavailable.

Observation 4cfa3422-63d9-4306-92ee-0edfa7b0f489 · outbound

This paper cites Gonzalez, and Ion Stoica.

Disentangling the Roles of Representation and Selection in Data Pruning Gonzalez, and Ion Stoica

Reference 49

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Unavailable: canonical work link unavailable.

Observation 8433bf45-61a3-4626-91cf-c64573a0c7d7 · outbound

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Disentangling the Roles of Representation and Selection in Data Pruning @esa (Ref

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef4c4c7-8623-4b03-9cbf-acb470eadbbf · outbound

This paper cites an unresolved cited work.

Disentangling the Roles of Representation and Selection in Data Pruning Unresolved cited work

Reference 51

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b46580-427f-4681-9663-b23a6ea805ff · outbound

This paper cites However, it remains unclear how different design choices of these methods impact their effectiveness, because previous studies typically treat them as cohesive units.

Disentangling the Roles of Representation and Selection in Data Pruning However, it remains unclear how different design choices of these methods impact their effectiveness, because previous studies typically treat them as cohesive units

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:15:27.815049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.