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Paper Citation Record · LEDGER

The Remarkable Effectiveness of Providing AI Agents with Natural Language Tools: A Replication Study Validating NLT Performance Across 14 Models

As of 12 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2607.03953.

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

pith.paper-citation-record.v1
2607.03953 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T22:47:19.388530Z

measured 4 of 4 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a47c232-2107-4b28-9f97-421eea80f8b2 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

The Remarkable Effectiveness of Providing AI Agents with Natural Language Tools: A Replication Study Validating NLT Performance Across 14 Models Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-11T22:47:19.388530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T22:47:19.388530Z digest=sha256:666358e1ae0a949a0f6d1c1da701e84c1d4d5616b72c34897e4ad728353eb42c

Observation 9c4248e1-9079-4ffe-8825-48581977ea62 · outbound

This paper cites an unresolved cited work.

The Remarkable Effectiveness of Providing AI Agents with Natural Language Tools: A Replication Study Validating NLT Performance Across 14 Models Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-11T22:47:19.388530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T22:47:19.388530Z digest=sha256:b26c747c5a1c3b84f7c95f793fd5c2a34bf393c74fac9f2cb4bf5535fb783b40

Observation 307554da-83ee-4ac2-8bf6-7c1ccf2cf36b · outbound

This paper cites Augmented Language Models: a Survey.

The Remarkable Effectiveness of Providing AI Agents with Natural Language Tools: A Replication Study Validating NLT Performance Across 14 Models Augmented Language Models: a Survey

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-11T22:47:19.388530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T22:47:19.388530Z digest=sha256:b4240c343213ebd5a17994e7476f513bab4d4aeb160a3afff1ad338729f63b46

Observation a241c204-b0cb-489f-9b93-2f3794789686 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

The Remarkable Effectiveness of Providing AI Agents with Natural Language Tools: A Replication Study Validating NLT Performance Across 14 Models Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T22:47:19.388530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T22:47:19.388530Z digest=sha256:7e8d7c21e53ba58d75106c8d5511ba44f94562eb6056fd416f60bb8e9732aa2b

Pith citing papers

No inbound Pith citation observations are available.