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Paper Citation Record · LEDGER

The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2309.15954.

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

pith.paper-citation-record.v1
2309.15954 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:06:36.445136Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:50:12.677797Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 33e1a427-ddb2-45ed-a05e-94fc1b3ce403 · inbound

Active Data Curation Effectively Distills Large-Scale Multimodal Models cites this paper.

Active Data Curation Effectively Distills Large-Scale Multimodal Models The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Reference 186

Resolution
unresolved
no resolver link, observed 2026-08-12T11:06:36.445136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:06:36.445136Z digest=sha256:12e5c10b6b08b391389c8999794de365c08fa61b2ef842948e5be0ad27933ae6

Observation b72a6d8e-2bff-4504-9d4f-4c979dce73aa · inbound

Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation cites this paper.

Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T06:06:17.607509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T06:06:17.607509Z digest=sha256:ff696b53182191d7459748f89a22c6a245825b55568c27ef7eadb42463d24a5c

Observation 312dc320-60fe-457b-8e96-7256b5cfb945 · inbound

Multiplicity is an Inevitable and Inherent Challenge in Multimodal Learning cites this paper.

Multiplicity is an Inevitable and Inherent Challenge in Multimodal Learning The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T14:16:11.606628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:11.606628Z digest=sha256:ed94d74871558b9940285e89e8d3890ed8a8781b2dfb34a4855ec22595094fee

Observation a398f17c-97de-4d16-a9e3-d89174e05c0d · inbound

Data Selection Through Iterative Self-Filtering for Vision-Language Settings cites this paper.

Data Selection Through Iterative Self-Filtering for Vision-Language Settings The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Reference 202

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:49:44.966981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T09:22:47.537137Z digest=sha256:20416f816db8ee4c01b02a74211d92db8ca5449b13dfd8f3a0a0932a3d6000c1

Observation b1883b40-960d-481d-b662-8a0f9fa465de · inbound

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity cites this paper.

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Reference 223

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:50:12.679967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-25T19:23:56.452083Z digest=sha256:d3718c3b946f1c8f0d84a2457232afd5c0fb2d83f0aa2d3bde1856ed957bb0e4