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Paper Citation Record · LEDGER

Automated test generation to evaluate tool-augmented LLMs as conversational AI agents

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.15934.

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

pith.paper-citation-record.v1
2409.15934 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:43:53.601467Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T06:00:20.996655Z

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 120dbcbf-2850-4000-904c-80afd79c3454 · inbound

IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems cites this paper.

IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Automated test generation to evaluate tool-augmented LLMs as conversational AI agents

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T18:43:53.601467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:43:53.601467Z digest=sha256:25f01a385134854f9e2e894dcfb44769754e1af34b8af30325aa1b2a7e0b0829

Observation 0250fc18-c7dc-409e-86b4-2e65f770293a · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Automated test generation to evaluate tool-augmented LLMs as conversational AI agents

Reference 150

Resolution
verified exact
local_arxiv, observed 2026-08-07T06:00:21.001035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T06:00:19.698571Z digest=sha256:7a56ea2df4af94c2fa045f0c204b7c5236f801f67678a163530d1f8e701e6c15