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Paper Citation Record · LEDGER

Beyond the Black Box: Interpretability of LLMs in Finance

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2505.24650.

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

pith.paper-citation-record.v1
2505.24650 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:18:08.945449Z

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

1
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 f19f30c4-83c7-482a-9471-49f56aa1da31 · inbound

AlphaEval: A Comprehensive and Efficient Evaluation Framework for Formula Alpha Mining cites this paper.

AlphaEval: A Comprehensive and Efficient Evaluation Framework for Formula Alpha Mining Beyond the Black Box: Interpretability of LLMs in Finance

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T22:18:08.945449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:18:08.945449Z digest=sha256:e74f3c17798e936b1da64f6bf1450a6a68ba3e8d724702aa47ffd7bd48b00e72

Observation 91ffeafa-8b8b-4ed2-8e80-2fba24a21bcd · inbound

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction cites this paper.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction Beyond the Black Box: Interpretability of LLMs in Finance

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T17:40:28.710142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:40:28.710142Z digest=sha256:fc70b74ea92aef2fdfda31b68c44d4066fabff3578f16c0299bd5d6355eab8fd

Observation dc0ce1ce-b14e-443c-b90f-156a90c388ee · inbound

Signal or Noise in Multi-Agent LLM-based Stock Recommendations? cites this paper.

Signal or Noise in Multi-Agent LLM-based Stock Recommendations? Beyond the Black Box: Interpretability of LLMs in Finance

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.649918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T06:16:53.697364Z digest=sha256:239abbc4aa58d65231e5d7e24fbfaf73811cef3044d64898ab851f43e305238a

Observation 9004fef3-9249-4fac-82ee-3370190ddbb6 · inbound

Emergent Latent-State Computation under Stochastic Volatility cites this paper.

Emergent Latent-State Computation under Stochastic Volatility Beyond the Black Box: Interpretability of LLMs in Finance

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T02:27:04.596797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:27:04.596797Z digest=sha256:dedea3b2beea94a44e829ad9e43767388ac867bd4003ec699d3b080f4d62d829