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Paper Citation Record · LEDGER

Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2404.12772.

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

pith.paper-citation-record.v1
2404.12772 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:50:28.239136Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T17:50:28.588164Z

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 6a84620a-8381-48ec-84c7-414b7d69d756 · inbound

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems cites this paper.

LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:50:28.592353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:50:28.239136Z digest=sha256:04db0844de5c7900b9450a7129392d01cff3e464987e9f271ba259c58cf2106b