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Paper Citation Record · LEDGER

Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.04173.

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

pith.paper-citation-record.v1
2407.04173 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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:02:15.631437Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:04:26.335501Z

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 06539310-2a9f-42f4-85ea-c7b89fad22a9 · inbound

Automated Consistency Analysis of LLMs cites this paper.

Automated Consistency Analysis of LLMs Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T14:02:15.631437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:02:15.631437Z digest=sha256:54e2f74909c36e90e628b586a0c6a98fc3d76215d228ba6aaadd9f1a73ff3818

Observation 1cdd1b0a-431d-41fa-8110-f79b9f4b7212 · inbound

Argumentative Ensembling for Robust Recourse under Model Multiplicity cites this paper.

Argumentative Ensembling for Robust Recourse under Model Multiplicity Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:04:26.340463Z

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.

source=pdf_text observed=2026-08-06T23:04:25.956447Z digest=sha256:c2882760f0abac17e334cfc623dfa02a102ab65877b0d06c8af849782afe636e