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Paper Citation Record · LEDGER

LLMs for Science: Usage for Code Generation and Data Analysis

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2311.16733.

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

pith.paper-citation-record.v1
2311.16733 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:18:02.204068Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T20:03:24.555147Z

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 7d4ec2db-ea8c-42d2-99ea-17cf3ae5b34d · inbound

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks cites this paper.

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks LLMs for Science: Usage for Code Generation and Data Analysis

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-23T20:03:24.557643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-23T19:58:28.103216Z digest=sha256:fe082b18adc4e4444914708b741b74083b11b7396b31064e7692ebe1f5679433

Observation f765f474-f3b0-4eaf-b347-69428c2fc477 · inbound

From Scientific Texts to Verifiable Code: Automating the Process with Transformers cites this paper.

From Scientific Texts to Verifiable Code: Automating the Process with Transformers LLMs for Science: Usage for Code Generation and Data Analysis

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:02.204068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:18:02.204068Z digest=sha256:d604885fd546eb76edde6d5cfdd0b62597370608d2fe6bae15d9dc6dbd9e186b

Observation 1f03bdf1-c587-4a25-a7ad-298a3f861635 · inbound

Knowledge-Enhanced Program Repair for Data Science Code cites this paper.

Knowledge-Enhanced Program Repair for Data Science Code LLMs for Science: Usage for Code Generation and Data Analysis

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T20:37:30.615426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:37:30.615426Z digest=sha256:04ef4edf0d475f3be4ba0b7718422e707f2825a8e60a664c4569c137e6aa3e5b