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Paper Citation Record · LEDGER

What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.12126.

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

pith.paper-citation-record.v1
2410.12126 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:49:14.473644Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T14:47:03.332085Z

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 299f63db-5013-4ce8-b2eb-ddfcaefe30cd · inbound

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence cites this paper.

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T23:49:14.473644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T23:49:14.473644Z digest=sha256:341eaae2262c8bd0c7e5816ec46a5603f10e342442a4bffdcb79fc57a7de3a12

Observation b5cd14c6-1248-4cc9-a5d0-3b9309825ab2 · inbound

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting cites this paper.

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:53.311294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:53.311294Z digest=sha256:de39d0cf4b7156f2788c95f8e53859783a88a831ddefb47725462d3dfefbf42d

Observation 933cb993-2cc4-47a8-9040-0f65b64e2181 · inbound

Identifying Latent Concepts and Structures for Generalized Category Discovery cites this paper.

Identifying Latent Concepts and Structures for Generalized Category Discovery What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Reference 112

Resolution
verified exact
arxiv_id, observed 2026-07-02T14:47:03.333753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-07-02T14:42:01.334822Z digest=sha256:aaeca14f1e224c78d185db8db8161a178a306fff18fbd20463ae444fca2cd62a