Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.05955.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:59:29.328380Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-09T05:55:31.384155Z
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 06f884f1-5094-4df3-9af5-8fab4320b431 · inbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things cites this paper.
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:42:00.877877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38187de7-5156-460c-969a-e0552ad0b073 · inbound
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers cites this paper.
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:59:29.328380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5546da7-0be1-43c9-87b7-9ee4d9e6dcea · inbound
SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection cites this paper.
SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T05:55:31.388566Z
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.