Paper Citation Record · LEDGER

LitLLMs, LLMs for Literature Review: Are we there yet?

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2412.15249.

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

pith.paper-citation-record.v1
2412.15249 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:08.684361Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:28:04.342087Z

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 7f38c6ee-7c88-41ee-8569-b0427bf4aa9e · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.684361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1ac94a-5afc-41c7-806f-e4ad49d89d4a · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:14.545218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f6d4fd-d30e-401e-bdae-fcb7094da604 · inbound

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers cites this paper.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:25.716154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8938861c-0efc-4faf-b84a-cf5d42160ef0 · inbound

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design cites this paper.

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:10:56.790289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ccb00a-cbef-4896-8fd6-5ded82d476af · inbound

Compare: A Framework for Scientific Comparisons cites this paper.

Compare: A Framework for Scientific Comparisons LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:39:40.748439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d721466-4e54-49fc-9076-5a568496c328 · inbound

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison cites this paper.

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 138

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:26:48.112665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35bc5d1c-7816-425d-82c9-362cd03e9926 · inbound

Can LLMs extract scientific consensus? A case study in high-temperature superconductivity cites this paper.

Can LLMs extract scientific consensus? A case study in high-temperature superconductivity LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:13:31.587088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 088a97c0-14d2-497f-9984-1e607d3e5aa6 · inbound

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales cites this paper.

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:28:04.343776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.