Paper Citation Record · LEDGER

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2509.02558.

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

pith.paper-citation-record.v1
2509.02558 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:41:16.667633Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy23
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03d1c2c7-027b-49bb-be05-913009a23f5f · outbound

This paper cites Apache Lucene 4.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Apache Lucene 4

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.514458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60eacaaa-55c5-4697-9dac-c1e57b083e4d · outbound

This paper cites Overview of the TREC 2020 Deep Learning Track.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Overview of the TREC 2020 Deep Learning Track

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.379428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eab14bd5-fee3-4b0d-ba38-69e888138510 · outbound

This paper cites Overview of the TREC 2021 Deep Learning Track.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Overview of the TREC 2021 Deep Learning Track

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.366810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1e95154-aeaa-41fd-9c50-2d363df507a5 · outbound

This paper cites V oorhees, and Ian Soboroff.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM V oorhees, and Ian Soboroff

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.354035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf2cb517-a472-4c35-a265-cde9fc4fb426 · outbound

This paper cites Overview of the TREC 2019 deep learning track.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Overview of the TREC 2019 deep learning track

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.532653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 117bc13e-b779-45a4-9c06-8dd8f536c988 · outbound

This paper cites Overview of the TREC 2023 deep learning track.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Overview of the TREC 2023 deep learning track

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.536789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e9bd7f-79a2-4a0e-ab42-94e0c7a1c80c · outbound

This paper cites The Faiss library.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM The Faiss library

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.541140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae331f0-6a6a-40f7-949c-f80237885bb2 · outbound

This paper cites FIRST: Faster Improved Listwise Reranking with Single Token Decoding.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM FIRST: Faster Improved Listwise Reranking with Single Token Decoding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.341504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d1496e7-fe00-4ba4-9d59-f25dd3c70c87 · outbound

This paper cites de Vries, Leonid Boytsov, and Jimmy Lin.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM de Vries, Leonid Boytsov, and Jimmy Lin

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.328728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31c272cc-0f8a-4f61-b861-effe98cde74f · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Dense Passage Retrieval for Open-Domain Question Answering

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.316323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb980cdc-ff9d-4be1-b089-979cd7b1ef76 · outbound

This paper cites SPLADE-v3: New baselines for SPLADE.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM SPLADE-v3: New baselines for SPLADE

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.555515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64902f47-dfeb-4b99-9b53-e1f485d18cd9 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.304177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30b0e486-53b5-47c7-9a12-e6f2a6589d61 · outbound

This paper cites R2MED: A Benchmark for Reasoning-Driven Medical Retrieval.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM R2MED: A Benchmark for Reasoning-Driven Medical Retrieval

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.563701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cef3d1e-f02a-4afb-83de-0a02ab74b3f5 · outbound

This paper cites Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.291382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 027a8030-9f1d-4f26-8b7b-003fe0aed973 · outbound

This paper cites A Proposed Conceptual Framework for a Representational Approach to Information Retrieval.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM A Proposed Conceptual Framework for a Representational Approach to Information Retrieval

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:41:16.914341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed3d8808-68d3-4633-8082-c04331ac81ac · outbound

This paper cites Gosling Grows Up: Retrieval with Learned Dense and Sparse Representations Using Anserini.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Gosling Grows Up: Retrieval with Learned Dense and Sparse Representations Using Anserini

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.278538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94053a08-774d-46a0-a92d-f2f115c46f90 · outbound

This paper cites Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.265732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e870d76-84a8-4055-8d9e-4ce500fd6408 · outbound

This paper cites PubMed Related Articles: A Probabilistic Topic-Based Model for Content Similarity.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM PubMed Related Articles: A Probabilistic Topic-Based Model for Content Similarity

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.252823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 157c5afc-6d33-4812-8d4f-b190ad2328b4 · outbound

This paper cites ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.588612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d17984-441a-447f-881b-5e7ee30cca6a · outbound

This paper cites DIVER: A Multi-Stage Approach for Reasoning-Intensive Information Retrieval.arXiv:2508.07995, 2025.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM DIVER: A Multi-Stage Approach for Reasoning-Intensive Information Retrieval.arXiv:2508.07995, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.592703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5522cca0-c66a-40cc-ae82-8b2f5d9fe938 · outbound

This paper cites Zero-Shot Listwise Document Reranking with a Large Language Model.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Zero-Shot Listwise Document Reranking with a Large Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.596605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d38de7-4c0e-4592-88e0-03f659a48f96 · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.601121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abdc21b-2631-4db3-9dd1-162ce139c95b · outbound

This paper cites Language Models are Unsupervised Multitask Learners.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Language Models are Unsupervised Multitask Learners

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.240272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69f9436e-8112-49c1-b772-8c77cfecdd68 · outbound

This paper cites In-context Retrieval-Augmented Language Models.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM In-context Retrieval-Augmented Language Models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.227541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42bf8ff3-edee-4725-8e21-5a69fa8f5ddf · outbound

This paper cites Software Framework for Topic Modelling with Large Corpora.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Software Framework for Topic Modelling with Large Corpora

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.214179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0260f346-5e45-4751-8c40-8e5c587faecc · outbound

This paper cites Walker, M.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Walker, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.201433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25307532-b260-46a4-90ca-87413baa3f7e · outbound

This paper cites Walker, S.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Walker, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.188623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fb42363d-2def-438b-91a1-d5fca189bf64 · outbound

This paper cites The Probabilistic Relevance Framework: BM25 and Beyond.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM The Probabilistic Relevance Framework: BM25 and Beyond

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.175835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce1062b5-386d-479c-96f9-c685c66ed726 · outbound

This paper cites Optimizing Base Rankers Using Clicks.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Optimizing Base Rankers Using Clicks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.163056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 70ed12a2-b8b2-4e93-a8d9-6fc0edce7313 · outbound

This paper cites ReasonIR: Training Retrievers for Reasoning Tasks.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM ReasonIR: Training Retrievers for Reasoning Tasks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.632042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efa8935-9d12-47bf-8b77-bebf90c7873b · outbound

This paper cites RankLLM: A Python Package for Reranking with LLMs.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM RankLLM: A Python Package for Reranking with LLMs

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.149335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f7a1d54-6fd7-4fa8-a816-6246ba0c7519 · outbound

This paper cites BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.639726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c2cf47-fe1f-46bf-b36e-e89ec128caad · outbound

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

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.136751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 204e9e48-3cc5-471b-a7f5-e67d3446d7f3 · outbound

This paper cites QwQ-32B: Embracing the Power of Reinforcement Learning, 2025.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM QwQ-32B: Embracing the Power of Reinforcement Learning, 2025

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.123662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57bf446b-b4f7-444c-9fb4-6228600fa339 · outbound

This paper cites BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.109861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed3e4120-9b15-48f7-a480-7d242804c170 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM C-Pack: Packed Resources For General Chinese Embeddings

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.655050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd7c362-3bc1-4c2f-89d1-0dcbf27de6ad · outbound

This paper cites Anserini: Reproducible Ranking Baselines Using Lucene.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Anserini: Reproducible Ranking Baselines Using Lucene

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:41:17.096499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 194809a2-b404-42dc-8998-b8922ddcc6e5 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:16.663220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c301e8a1-12a4-4f95-8b35-dc1f3da75f67 · outbound

This paper cites Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning.

Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 39

Resolution: malformed identifier; no resolver link, observed 2026-08-15T16:41:16.667633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.