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Paper Citation Record · LEDGER

Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2409.16605.

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

pith.paper-citation-record.v1
2409.16605 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:16:12.818208Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T05:17:06.000428Z

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 04ba87ab-b3ad-4a55-a493-c845eb5b6c67 · inbound

Large language models for automated scholarly paper review: A survey cites this paper.

Large language models for automated scholarly paper review: A survey Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T19:16:12.818208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:16:12.818208Z digest=sha256:7fc6425f5e2a6c1e5906f4d7b5fd6bd080a27a0c84d16cfbdc100615ef97a9f7

Observation 223fbc23-14ca-4f85-ad09-6e498dc8c568 · inbound

How do Humans and Language Models Reason About Creativity? A Comparative Analysis cites this paper.

How do Humans and Language Models Reason About Creativity? A Comparative Analysis Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-09T05:23:59.941059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:23:59.941059Z digest=sha256:6e16173c31d45bd4687761f9bf5ef957bdabf0f9767190fc6623602294beea02

Observation b573e2a7-450b-42fd-81be-d656ad67aeb2 · inbound

The Budget AI Researcher and the Power of RAG Chains cites this paper.

The Budget AI Researcher and the Power of RAG Chains Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T00:56:55.135563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:56:55.135563Z digest=sha256:59345b9da535c4a3039355f03122b6fb6cd6c1b5ba6f13fadcfee0305ae59be5

Observation 0ee96a8b-9c3f-4221-9e3b-7aa8858549dc · inbound

Mapping the Evolution of Research Contributions using KnoVo cites this paper.

Mapping the Evolution of Research Contributions using KnoVo Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:03.278625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:03.278625Z digest=sha256:2aa7b76b048adf7f01fb16885c6df1c2e0651d6eefa02aebcebeed007cef280c

Observation a3c58c4b-2d9e-450a-a7e5-50802b20076c · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:17:06.003946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-19T05:15:49.513101Z digest=sha256:9579a6a1223dc903d63dbdbb74e0871f7f4cc300fd5006b5b3f90707c51946da

Observation 7af2482d-3635-4a60-adfd-dc226230a87b · inbound

IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary Research cites this paper.

IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary Research Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-19T03:52:01.593275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-19T03:48:44.217655Z digest=sha256:95f2bfd64ad0a882de69eaf18f81bf7f055a9aa3e7c71e2267e1fd73c06b52a6

Observation f871bde8-5a13-4193-bd1e-afe97cd24df0 · inbound

Towards a Large Physics Benchmark cites this paper.

Towards a Large Physics Benchmark Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T12:34:57.610021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:34:57.610021Z digest=sha256:74308d05bc8f77e4139598425f49b264281ba5e34039a0559a86c1636eb4d01c