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Paper Citation Record · LEDGER

A Probabilistic Perspective on Model Collapse

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2505.13947.

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

pith.paper-citation-record.v1
2505.13947 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:18:34.794717Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T02:30:54.341729Z

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 b35afada-8ee3-4a26-ad83-8c5a2ddb4acd · inbound

Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence cites this paper.

Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence A Probabilistic Perspective on Model Collapse

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T09:18:34.794717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:18:34.794717Z digest=sha256:eff92a2e65d7b1c70584c34cc0003946aa0e05ca6f486a4382d28677f285f20c

Observation 8c32c4bd-4f9e-4524-b883-1fe88f64f7d5 · inbound

Curated Synthetic Data Doesn't Have to Collapse: A Theoretical Study of Generative Retraining with Pluralistic Preferences cites this paper.

Curated Synthetic Data Doesn't Have to Collapse: A Theoretical Study of Generative Retraining with Pluralistic Preferences A Probabilistic Perspective on Model Collapse

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:30:54.344648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T02:30:14.693348Z digest=sha256:8158ec2b82ace517b30f022ddf768ae173632f56e658df6df02e7156338c0178