Paper Citation Record · LEDGER

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.21071.

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

pith.paper-citation-record.v1
2506.21071 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:39:53.985907Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy5
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7c71b2c-5c00-4b7a-94c8-1f8ef1bd367a · outbound

This paper cites an unresolved cited work.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:39:55.299470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f7a1e61-cdae-44cc-af1f-67a80c28235a · outbound

This paper cites education.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph education

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:39:55.134255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 522b7a47-9ac7-4ffb-bf19-5bbf0e89bb8e · outbound

This paper cites Use multiple clauses for longer questions to enhance clarity and flow.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Use multiple clauses for longer questions to enhance clarity and flow

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:39:54.589827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4e4d08a6-21c8-463e-9f6a-0cdf2d64c370 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:39:54.517161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 360f13df-2d4b-46c8-8890-1a9be968acd2 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:39:54.379669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7db1821f-cbf4-4098-bef8-9886865e7518 · outbound

This paper cites an unresolved cited work.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:39:54.965055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b13a4ddc-3249-4162-bc30-b5ecb8afb255 · outbound

This paper cites Keep the question straightforward and coherent.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Keep the question straightforward and coherent

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:39:54.769023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3e488c4-9a7d-4535-83ea-4b0d14d22d2d · outbound

This paper cites Instead, only use them to understand the predicate meaning.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Instead, only use them to understand the predicate meaning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:39:54.260703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 549c2e24-556f-4ca0-82de-59838675fb9c · outbound

This paper cites FOL_pattern.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph FOL_pattern

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:39:54.137701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 615da49e-84a5-4e91-beac-f90f98ee0fbc · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Evaluating Large Language Models Trained on Code

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-06T22:39:53.239298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e38dd49-a7db-4120-a2a7-94fbcb61aca9 · outbound

This paper cites Knowledge Base Completion: Baselines Strike Back.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Knowledge Base Completion: Baselines Strike Back

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T22:39:53.408089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc57ae14-7dc4-4162-8242-7350d100e3c2 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph LoRA: Low-Rank Adaptation of Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T22:39:53.314375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.