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Paper Citation Record · LEDGER

Beyond Hard Labels: Investigating data label distributions

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2207.06224.

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

pith.paper-citation-record.v1
2207.06224 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 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:26:58.247443Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 95881082-9cb2-41e8-a5f4-e39c0b6ec12a · inbound

Learning from Ambiguous Data with Hard Labels cites this paper.

Learning from Ambiguous Data with Hard Labels Beyond Hard Labels: Investigating data label distributions

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T22:26:58.247443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:26:58.247443Z digest=sha256:cac3a0fb78dbe39cc6c1a58f6fef48798b54add29a1d5622267af0c15f1d2215

Observation c85732bd-90fa-4fa8-b553-8b794cd0ae50 · inbound

Medical Model Synthesis Architectures: A Case Study cites this paper.

Medical Model Synthesis Architectures: A Case Study Beyond Hard Labels: Investigating data label distributions

Reference 282

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:31:18.911253Z

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.

source=arxiv_source observed=2026-05-12T03:27:59.466519Z digest=sha256:3ea5b1852602b4745fbdffa1f758ca25ad79fe557fd56057f64ad61a55642413