Paper Citation Record · LEDGER

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers

As of 11 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2508.03962.

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

pith.paper-citation-record.v1
2508.03962 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:26.153806Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:05:25.024647Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact4
verified fuzzy2
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50482200-7c07-4654-a216-bdc3c841c0dc · outbound

This paper cites an unresolved cited work.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:29.493366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eba5b2e3-188b-4ade-be2a-08e66ea7ed98 · outbound

This paper cites an unresolved cited work.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:29.165332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c17e51a9-e274-405c-87bd-4fdba97dfb5c · outbound

This paper cites Kanellos, T.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Kanellos, T

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:01:28.931036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2dbdc308-24c9-460d-8239-df96153711b6 · outbound

This paper cites Vergoulis, S.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Vergoulis, S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:24.930593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf731bd-03c2-4bf2-bee0-70da70234c3d · outbound

This paper cites AI and Generative AI for Research Discovery and Summarization.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers AI and Generative AI for Research Discovery and Summarization

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:27.512233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 40bd3c7d-3e09-4e55-81ec-6f1e844b1397 · outbound

This paper cites LLM4SR: A Survey on Large Language Models for Scientific Research.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers LLM4SR: A Survey on Large Language Models for Scientific Research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:25.087622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa58aa3d-aa4f-4522-9626-3f4783820873 · outbound

This paper cites Scientific Article Summarization Using Citation-Context and Article's Discourse Structure.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Scientific Article Summarization Using Citation-Context and Article's Discourse Structure

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:27.139978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fe6943d8-4d94-4b57-ac49-62c94fcd74e6 · outbound

This paper cites Generating a Structured Summary of Numerous Academic Papers: Dataset and Method.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Generating a Structured Summary of Numerous Academic Papers: Dataset and Method

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:25.263658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b713334-4cfb-4e76-a5d5-8312877b4c8f · outbound

This paper cites CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:25.380941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ad3cff-7c9f-484f-bfc5-fb6fffb68afc · outbound

This paper cites From Keywords to Structured Summaries: Streamlining Scholarly Information Access.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers From Keywords to Structured Summaries: Streamlining Scholarly Information Access

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:26.803665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b54c461f-2751-48e0-8f70-f874952e7876 · outbound

This paper cites Pride, M.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Pride, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:01:28.715379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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

This paper cites LitLLMs, LLMs for Literature Review: Are we there yet?.

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 163c6604-fb5c-40e6-9856-cdfc5dbaafa1 · outbound

This paper cites TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:26.408419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aecfb33b-507c-4781-82d7-3c91119e93be · outbound

This paper cites an unresolved cited work.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:28.431896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 61d2f6cf-11d7-48f9-8ff3-a948e49bc37c · outbound

This paper cites an unresolved cited work.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:28.051026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10966fdd-2e42-433d-84bf-af08b148c3f1 · outbound

This paper cites doi:10.1109/TKDE.2019.2941206.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers doi:10.1109/TKDE.2019.2941206

Reference 1584

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:24.836239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee168cb-b2d1-4adc-b083-2a9c9133b3e7 · outbound

This paper cites DeepSeek-V3 Technical Report.

Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers DeepSeek-V3 Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:26.060014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ec7a8a1b-5c91-4919-9616-6069d48cc3df · inbound

HALO: Interactive Co-abductive Reasoning in Scientific Hypothesis Generation cites this paper.

HALO: Interactive Co-abductive Reasoning in Scientific Hypothesis Generation Accelerating Scientific Discovery with Multi-Document Summarization of Impact-Ranked Papers

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T15:05:25.024647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.