Paper Citation Record · LEDGER

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2506.07116.

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

pith.paper-citation-record.v1
2506.07116 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:45:34.695207Z

measured 17 of 17 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T20:53:05.314601Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T14:56:05.190979Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy6
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c3101c6-70e2-4c1c-87ff-37d0e4ff07d0 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.918652Z

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.

Observation 96e04b0d-00df-466e-abcd-bf2699837d62 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.906237Z

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.

Observation a2ae4d1e-3412-41fa-bcf6-33720fd96a63 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.894744Z

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.

Observation fa459644-8eeb-4bea-85a5-2b4c7f9b6da9 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.882731Z

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.

Observation 68056bd0-daf0-426a-9b36-31374a46395a · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.870871Z

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.

Observation 04c4c24c-1882-4c19-b760-25eaf1d71de3 · outbound

This paper cites Raw HTML: {html} FAST CLEAN You are given raw text (possibly containing HTML).

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Raw HTML: {html} FAST CLEAN You are given raw text (possibly containing HTML)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.859017Z

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.

Observation 4920fa93-bdf1-40ee-903d-33c4f40b6656 · outbound

This paper cites navbars, sidebars, headers, footers, edit/login links, banners, ads, search boxes, etc.).

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite navbars, sidebars, headers, footers, edit/login links, banners, ads, search boxes, etc.)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.846842Z

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.

Observation 9ca502f0-360d-4c47-8040-2299dda6eb9a · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.834796Z

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.

Observation 7dfa5e4b-4fc4-4e00-bc70-1e044a64865d · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.822534Z

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.

Observation cac05e74-94f3-4c54-8027-89f80310bdb2 · outbound

This paper cites Raw TEXT: {html} SPLITTER Split the input text into as few coherent, readable chunks as possible, ideally just one.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Raw TEXT: {html} SPLITTER Split the input text into as few coherent, readable chunks as possible, ideally just one

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.809420Z

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.

Observation 09cb7bd0-90c0-4fa1-bd93-25f4eda5d7a9 · outbound

This paper cites Only split when there is a clear and significant shift in topic or structure.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Only split when there is a clear and significant shift in topic or structure

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.795793Z

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.

Observation 33809181-4737-40e0-a76c-ee3b1a296481 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.782967Z

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.

Observation 805ae11c-aac4-47d7-9196-245f60427980 · outbound

This paper cites Chunk A:.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Chunk A:

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.770428Z

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.

Observation 25cbf701-7254-4b78-866a-9d0512bea256 · outbound

This paper cites an unresolved cited work.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:45:34.757802Z

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.

Observation 8f6a0858-a519-42a3-8acd-0d3c57fe2869 · outbound

This paper cites You may delete content at the beginning or end, but preserve original wording and structure elsewhere.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite You may delete content at the beginning or end, but preserve original wording and structure elsewhere

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:45:34.745019Z

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.

Observation d49831ee-57ae-410d-820e-46befa307ecc · outbound

This paper cites Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.

BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:34.635176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3031eadb-20ff-44f9-be57-cc2790dd1cb3 · inbound

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges cites this paper.

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:56:05.194036Z

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.