Paper Citation Record · LEDGER

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 36 inbound Pith citation observations for arXiv:2407.12883.

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

pith.paper-citation-record.v1
2407.12883 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 36 of 36 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 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:25:12.335319Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a01b2c4f-641b-4ba4-b8a6-7681c782745c · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 300

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:47:07.683161Z

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 7b20af57-3b5e-451c-b6ec-0ee325bbdd0b · inbound

O1 Embedder: Let Retrievers Think Before Action cites this paper.

O1 Embedder: Let Retrievers Think Before Action BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T12:25:12.335319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 210b77af-d5c0-4675-a004-4bc94d01512d · inbound

Rank-K: Test-Time Reasoning for Listwise Reranking cites this paper.

Rank-K: Test-Time Reasoning for Listwise Reranking BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:40:11.273656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a5fa58-c251-4947-a415-e97247487e26 · inbound

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

R2MED: A Benchmark for Reasoning-Driven Medical Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:54:53.067953Z

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 da130949-e377-41e5-96b4-6229738f9296 · inbound

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective cites this paper.

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:15.785938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c30b49-eec6-4969-854d-52de4fd85359 · inbound

RaDeR: Reasoning-aware Dense Retrieval Models cites this paper.

RaDeR: Reasoning-aware Dense Retrieval Models BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:35:19.939313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3608c238-937c-4e7d-85e2-0c785f42a213 · inbound

REARANK: Reasoning Re-ranking Agent via Reinforcement Learning cites this paper.

REARANK: Reasoning Re-ranking Agent via Reinforcement Learning BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:14.344080Z

Source-reported events for the cited work

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Observation 61a9c35f-f15d-4201-80bf-2c6a6eea0265 · inbound

Towards Better Instruction Following Retrieval Models cites this paper.

Towards Better Instruction Following Retrieval Models BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:51.154936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed4aeb8-0c86-485b-8b58-1df5f45f9214 · inbound

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval cites this paper.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.045421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ba4e54-cadb-438b-a1e8-32b69801bafe · inbound

MIR: Methodology Inspiration Retrieval for Scientific Research Problems cites this paper.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:39.816485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3518b1-829c-449e-a7d3-5b2d0aacc020 · inbound

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing cites this paper.

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:03.879065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3780a6e-980c-4584-a8f6-92443517221d · inbound

When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration cites this paper.

When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:09.902235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 408772b3-3fc4-4bcc-b479-0378d3128908 · inbound

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning cites this paper.

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:30.056028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8daa8b37-876a-4c04-a5da-b4ef2651a924 · inbound

TongSearch-QR: Reinforced Query Reasoning for Retrieval cites this paper.

TongSearch-QR: Reinforced Query Reasoning for Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:19.420264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6296f120-742f-42db-8315-913497ade1a6 · inbound

Towards a Large Physics Benchmark cites this paper.

Towards a Large Physics Benchmark BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T12:34:57.607139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6bbbb3-4c4a-422a-af04-67596c8b7ca0 · inbound

Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense Retrieval cites this paper.

Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T13:50:11.584107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9f739e-5aea-46f6-a558-cb9b8454cb9b · inbound

Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? cites this paper.

Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T13:31:26.897102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6174e56-1fdf-4adf-a024-8c1edd46b9bd · inbound

Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval cites this paper.

Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T22:49:21.424867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2992265e-56b4-433c-b760-cca24f3eb372 · inbound

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs cites this paper.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:42:13.049596Z

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 8b76459a-7448-4669-8e0e-629c9a56054f · inbound

Refine Thought: A Test-Time Inference Method for Embedding Model Reasoning cites this paper.

Refine Thought: A Test-Time Inference Method for Embedding Model Reasoning BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:59:48.296083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769c1037-5c8c-4765-8467-d104bee70518 · inbound

Where Relevance Emerges: A Layer-Wise Study of Internal Attention for Zero-Shot Re-Ranking cites this paper.

Where Relevance Emerges: A Layer-Wise Study of Internal Attention for Zero-Shot Re-Ranking BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T19:26:30.779347Z

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 f2823bb6-0eda-45aa-9d17-7c994f0675a5 · inbound

Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead cites this paper.

Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:23:02.633303Z

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 6d08fee8-f348-41e0-ac83-32e08c2b7ee3 · inbound

MARVEL: Multimodal Adaptive Reasoning-intensiVe Expand-rerank and retrievaL cites this paper.

MARVEL: Multimodal Adaptive Reasoning-intensiVe Expand-rerank and retrievaL BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:00:58.397169Z

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 c9ae0ece-1138-4303-819b-942613cf0383 · inbound

BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment cites this paper.

BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:41:56.250731Z

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 d3198ff2-5a1f-4456-a617-b42f41f07dad · inbound

HIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval cites this paper.

HIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:56:02.614094Z

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 715d3505-050d-4676-8bf5-9546881a91d6 · inbound

An Agentic Approach to Metadata Reasoning cites this paper.

An Agentic Approach to Metadata Reasoning BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:29:43.766415Z

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 68ede70f-aaad-45c4-b000-eedde21b2c15 · inbound

AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases cites this paper.

AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:21:08.770540Z

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 4297bd38-7f82-4076-a6c3-faf6c630ac92 · inbound

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving cites this paper.

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T18:32:34.074503Z

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 3bf3cab2-1ef8-4e57-bc45-07ad4a78627e · inbound

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving cites this paper.

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T03:09:44.208360Z

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 b847d6c9-9670-4a23-9690-0d3f8492ca74 · inbound

RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents cites this paper.

RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T21:43:59.833520Z

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 876bc229-0d52-4f85-80cf-336345665124 · inbound

RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents cites this paper.

RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T05:01:25.954748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a6e9f5-5b26-4dde-bfaa-ec4ac83e2959 · inbound

Xetrieval: Mechanistically Explaining Dense Retrieval cites this paper.

Xetrieval: Mechanistically Explaining Dense Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:23:12.866770Z

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 92d94faa-f579-4ff1-8a4e-4e0806f51178 · inbound

Compact Geometric Representations of Hierarchies cites this paper.

Compact Geometric Representations of Hierarchies BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:29:02.753895Z

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 6020ba0a-93ed-4bbd-8ad3-134511a08c1b · inbound

HAKARI-Bench: A Lightweight Benchmark for Comparing Retrieval Architectures and Efficiency Settings under Unified Conditions cites this paper.

HAKARI-Bench: A Lightweight Benchmark for Comparing Retrieval Architectures and Efficiency Settings under Unified Conditions BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 128

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T11:59:51.200272Z

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 13fd1110-b4a9-41ac-a124-10984c6fa1bc · inbound

CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval cites this paper.

CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:24:38.802874Z

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 43c4e520-9a85-43b1-9f52-5d64ec59b5d3 · inbound

Contrastive Parameter Disentanglement for Multi-modal Remote Sensing Image Generation cites this paper.

Contrastive Parameter Disentanglement for Multi-modal Remote Sensing Image Generation BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-30T16:18:09.321341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.