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Paper Citation Record · LEDGER

Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.06685.

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

pith.paper-citation-record.v1
2312.06685 v1

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:40.046274Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:07:20.663065Z

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 1d9534ec-e192-4284-833e-5b1dad4754d1 · inbound

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention cites this paper.

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:40.046274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:08:40.046274Z digest=sha256:e6c101c03bff3b2c6c174c823e079bc40c7a7a3584bf1509aa401e4c7774e775

Observation 03165f89-5fb4-415e-aa46-ded501cdeebb · inbound

GraphRAG-Causal: A novel graph-augmented framework for causal reasoning and annotation in news cites this paper.

GraphRAG-Causal: A novel graph-augmented framework for causal reasoning and annotation in news Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:07:20.666661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:07:20.028891Z digest=sha256:26792b5f0ea5da9bc146e1f1cab1e87933921ab71f9a51637201e4631a3b2cf3