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Paper Citation Record · LEDGER

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

As of 24 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 3 inbound Pith citation observations for arXiv:2507.01297.

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

pith.paper-citation-record.v1
2507.01297 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:03:01.965491Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:00:34.295538Z

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

70 of 70 outbound references displayed

  • verified exact1
  • verified fuzzy28
  • unresolved40
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 0c09fe62-60af-4301-897f-7d3ef762258d · outbound

This paper cites Retrieval augmented language model pre-training.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Retrieval augmented language model pre-training

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.967922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:56.918467Z digest=sha256:506feb89109d817e0620ab4efe70dcf8f851033f4d956529da92f6195c61300f

Observation 1e79132d-e38d-45b4-87c1-3cb95fbc46d5 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Dense passage retrieval for open-domain question answering

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.960305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:56.974812Z digest=sha256:c3dda22e97f57acf157203ad1aa7646baa1d5d6394ab3e598c16a1fcec034a1e

Observation 4e71dafe-eebe-43ea-a56c-e4d3279cde3e · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.953218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.030772Z digest=sha256:0bb0b22aff00de14c26c6ebb6b3281fc782e69d5c61c4aa32841b30cfff01b3c

Observation 267fdde8-8411-4cf6-bf30-0dd89bed84d4 · outbound

This paper cites The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus

Reference 4

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unresolved
no resolver link, observed 2026-08-06T21:02:57.073520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:57.073520Z digest=sha256:b3670df6bdae1211dfeb6d28fbb572f177c28ce8663a693a70d91dd56a699bfc

Observation a9f717d4-a281-4bc7-9085-0fd51513585d · outbound

This paper cites Improving language models by retrieving from trillions of tokens.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Improving language models by retrieving from trillions of tokens

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:57.154060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:57.154060Z digest=sha256:4de3a6d8f395d78b47ab9d58854d1a8df39ee380056954fd7f9ac266cc5719da

Observation b02a56b5-db5d-4bdd-9cce-0438ac5b68f9 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:57.240328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:57.240328Z digest=sha256:5f87b3093396fb1270fe9bcce80c59129794233834be8a59a9758a84791c17d4

Observation 34ae58d8-e811-471b-b696-471f49e44890 · outbound

This paper cites Retrieval-based language models and applications.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Retrieval-based language models and applications

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.941959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.313451Z digest=sha256:4ef49e3f3604113c403edea597e3687b20ff615edb467b52ca1e791aebe9f3c6

Observation c3d4bb66-2cb0-4766-a349-f1b35a60d06b · outbound

This paper cites Scaling retrieval-based language models with a trillion-token datastore.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Scaling retrieval-based language models with a trillion-token datastore

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.935360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.405587Z digest=sha256:ac8d82dcb8d543df49d80efff5edebbf1248bdb5cdd55c097c64a82ea896f0dd

Observation d90c1b11-0ec1-404f-987c-a5c8660e03e5 · outbound

This paper cites Toutanova, Llion Jones, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Toutanova, Llion Jones, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.928379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.477611Z digest=sha256:d3c39df6132741ffdcc71ed3c9aa1f529dd8bd91b6ce30b67a2529b0bcf5fd4a

Observation d06c1c7c-1527-43cd-87e2-30d9ecc1d0e0 · outbound

This paper cites Latent retrieval for weakly supervised open domain question answering.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Latent retrieval for weakly supervised open domain question answering

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.921831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.550750Z digest=sha256:aa4974ee85d35a2a6c15fa84c36fb4afb11b1ca373c526aea80d5df55a12e23b

Observation 593ad5af-212d-4f3c-bf5e-8b31cd8a9940 · outbound

This paper cites TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.914994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.626442Z digest=sha256:acc6c027fdcd6f5804cd80ccae5162de43be43cab668246fbd995263f7878161

Observation 2d41b9b6-21b4-4575-8ad1-593d0cb94630 · outbound

This paper cites Kilt: a benchmark for knowledge intensive language tasks.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Kilt: a benchmark for knowledge intensive language tasks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.907512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.696887Z digest=sha256:ecdc63a916cf136a417cd6d826388579304e0a3455626499b11bfdcf92bd6bb2

Observation 7b36469b-345b-44c8-aeb4-f4a87785fc66 · outbound

This paper cites Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:03:02.307272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:57.781101Z digest=sha256:38a29c1eaaf33baa61d5e52753dce7626fd15579b3d8097989ed2edcac20ec26

Observation 02aef129-7d15-4fc2-9844-9793f4cb9772 · outbound

This paper cites Great Memory, Shallow Reasoning: Limits of $k$NN-LMs.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Great Memory, Shallow Reasoning: Limits of $k$NN-LMs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:57.867207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:57.867207Z digest=sha256:e7ffaca221d657bf82ad541ee89301afb1cdd759365173c5213abed7e1c20ead

Observation 5d61fe8f-3021-42c9-b197-a1000a65f56d · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:57.946086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:57.946086Z digest=sha256:396fc2857ffaa0ee6253d38d2aeb82f9d4e8a50cea7f972032f0f108f7018bc1

Observation be4008e2-05ff-4ffc-b3d4-44489d49e042 · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 16

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no resolver link, observed 2026-08-06T21:02:58.014419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.014419Z digest=sha256:0d0272c551ad500ffb28ec5bc52919bbf7d87bbb585cc5787a5e96243a1bd434

Observation c3e1012b-c11c-4af8-9012-02148c80e910 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 17

Resolution
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no resolver link, observed 2026-08-06T21:02:58.092078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.092078Z digest=sha256:056c16a5d222c042ae487b047fbbd08ee665778fff780da6d65a2d7637b80e73

Observation 6f94ddbd-35d1-4043-8e99-d0a3cc0e73c4 · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:58.164172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.164172Z digest=sha256:3437fa1267337dc5dde9eefc24b96b30e7c4b31e43415fc0bbceeaa0c9419eaa

Observation b0198b72-00ee-436f-9a32-d7fa6d022ec6 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:58.232512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.232512Z digest=sha256:2375e1e6a82b25730776fb57b29d70851a13a3acf6961ee7105aceb744d9d516

Observation 36f5341b-84e6-4057-8771-d0dde25fb063 · outbound

This paper cites ZeroSearch: Incentivize the Search Capability of LLMs without Searching.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Reference 20

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no resolver link, observed 2026-08-06T21:02:58.300557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.300557Z digest=sha256:6a2e71bc0ead44ce668e1233409a60984cb489accb0616374ccd549e2450c4e5

Observation 8e4922f7-d65c-4fd4-923d-62e65d5c6b34 · outbound

This paper cites Measuring massive multitask language understanding, 2021.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Measuring massive multitask language understanding, 2021

Reference 21

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no resolver link, observed 2026-08-06T21:02:58.374612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.374612Z digest=sha256:acec22f5187f51cd5f1d9c4e8474d9588ad261f7747d01f80c2df418d7d7cefb

Observation 6832d0d8-a3b5-4d7b-a5c6-454e13d67236 · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark, 2024.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Mmlu-pro: A more robust and challenging multi-task language understanding benchmark, 2024

Reference 22

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no resolver link, observed 2026-08-06T21:02:58.431979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.431979Z digest=sha256:40e9ccffd506275ffe7cf1085c25a06d5447dc0c128a1ab6c35ec2405122ec87

Observation 0b9e7c7f-545f-4092-9c7f-0d9591ae5476 · outbound

This paper cites Agieval: A human-centric benchmark for evaluating foundation models, 2023.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Agieval: A human-centric benchmark for evaluating foundation models, 2023

Reference 23

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no resolver link, observed 2026-08-06T21:02:58.487900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.487900Z digest=sha256:5aafef0e0295e5156295f74174a2bc2b2dda38d25e468f1a2c91bca09df61619

Observation 8144ac1c-5d80-4e2e-83c7-dcdd2b1441e5 · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 24

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unresolved
no resolver link, observed 2026-08-06T21:02:58.574916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.574916Z digest=sha256:654347fa07602db1363b1d085b41888dd77f80968b56a6cc1417e8943fcb692d

Observation 397a354d-6317-488c-a8fe-287410a999d0 · outbound

This paper cites Measuring mathematical problem solving with the math dataset, 2021.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Measuring mathematical problem solving with the math dataset, 2021

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:58.631435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.631435Z digest=sha256:a37b01b526203fb0761a5c5ae6e895ab66b9e597ffa5212ee6d8d92f7c460c60

Observation 8c43029f-eea0-455a-b31e-0087e574fb0f · outbound

This paper cites Billion-scale similarity search with gpus.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Billion-scale similarity search with gpus

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:58.687112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.687112Z digest=sha256:511ceb7652989ba0e8e1a5c71a60cdff895b657f5a2d28c5711ed91fa335aa2b

Observation 2d31170b-d0d8-48ea-af28-7d8425f199b1 · outbound

This paper cites Diskann: Fast accurate billion-point nearest neighbor search on a single node.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Diskann: Fast accurate billion-point nearest neighbor search on a single node

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.873688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:58.744599Z digest=sha256:f9f883776c9dd8fec1c027c0a621fe5ec89a3428153d885679470d37907becf3

Observation 2d302cac-c6e4-4032-93a6-e91aa241191f · outbound

This paper cites Knn-lm does not improve open-ended text generation.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Knn-lm does not improve open-ended text generation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.866940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:58.817352Z digest=sha256:c122cc92a85a1c9c7f87137d028eee893ad641b92b482dabb63b65296612ee93

Observation a63b6cc6-3dbf-4f83-aca3-01da9eb6d602 · outbound

This paper cites ReasonIR: Training Retrievers for Reasoning Tasks.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks ReasonIR: Training Retrievers for Reasoning Tasks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:58.906885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:58.906885Z digest=sha256:20770a3c01ed2924562c69d949818769dab423e61c0ca24329960d56266cb7f1

Observation 01cb9927-a450-481e-a9fe-f6e64a996016 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T21:02:59.013542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.013542Z digest=sha256:063f5496525f5ffefb793b37309a9ce8b4cb4782a79405933f0cd03d6c215ad2

Observation 198cad26-8f4a-491e-9ab0-3522b63d278d · outbound

This paper cites Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A

Reference 31

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unresolved
no resolver link, observed 2026-08-06T21:02:59.080528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.080528Z digest=sha256:c6088387df9bfe3bdb563c1fd8d1c7bb7a6b8e9485625fff2a8ab55ebbfa0c62

Observation 62b632cc-dd44-4d1c-be2e-9accc823630c · outbound

This paper cites Datacomp-lm: In search of the next generation of training sets for language models.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Datacomp-lm: In search of the next generation of training sets for language models

Reference 32

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unresolved
no resolver link, observed 2026-08-06T21:02:59.135156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.135156Z digest=sha256:920a9bf31247fb3c05fa019117a2605392fc709071ab811ce70bad49e21bba83

Observation 9add9c05-e5db-4629-b213-b94fd4b6f159 · outbound

This paper cites The fineweb datasets: Decanting the web for the finest text data at scale.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks The fineweb datasets: Decanting the web for the finest text data at scale

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.848364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.219580Z digest=sha256:8317feea072e244c3aa5c985151afe441e960b2aa5cb8947b17f1b0db20e3396

Observation 6c851a9c-2933-42b9-98b8-beeab9b6f083 · outbound

This paper cites Ra-dit: Retrieval-augmented dual instruction tuning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Ra-dit: Retrieval-augmented dual instruction tuning

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.841479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.304170Z digest=sha256:ab984bd1f549addbab7a5a4086c02c8c68eb5cb8c74be7a10831f584ec61cfb4

Observation 90b27d9e-c8c8-40ac-8c27-48ea8217d069 · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.362633Z digest=sha256:111ec24a0f12dd80cbf0258659a524d021d210b4b1ef2cca76a64e4bf58737eb

Observation ba1d6cfc-ea49-444e-8463-51f9d7230ad0 · outbound

This paper cites Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, and Vaishaal Shankar.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, and Vaishaal Shankar

Reference 36

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raw_fallback, observed 2026-08-06T21:03:05.831098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.403134Z digest=sha256:0f4e0ab45f9b804ce015297e627dcc5fd44c9b96c8d1abcbdc2af59d5f56a5b5

Observation 5f174e2f-9e73-4946-a030-3ce31515c512 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.521094Z digest=sha256:6ade59b8c92803f3202272855c43e22cf840daf96fe70bde30b653e7ea91560f

Observation 34a01069-394d-487b-be71-ea7a1ca3c670 · outbound

This paper cites Smith, Luke Zettlemoyer, Pang Wei Koh, Hannaneh Hajishirzi, Ali Farhadi, and Sewon Min.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Smith, Luke Zettlemoyer, Pang Wei Koh, Hannaneh Hajishirzi, Ali Farhadi, and Sewon Min

Reference 38

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raw_fallback, observed 2026-08-06T21:03:05.820344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.585332Z digest=sha256:8c23e4f18b185d5e2973aff875e9be0123577e90c362fa32329e8c938393c723

Observation e044df60-7d0b-4554-ad6d-d824f01548f1 · outbound

This paper cites Redpajama: An open source recipe to reproduce llama training dataset, April 2023.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Redpajama: An open source recipe to reproduce llama training dataset, April 2023

Reference 39

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raw_fallback, observed 2026-08-06T21:03:05.797032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.665370Z digest=sha256:c86f0404b75c3a57902d0bbd142aad7de217c4de769a71e9bc178a0f7bd33a6f

Observation 1d8bb3de-6ea5-435a-9bb9-7aa1e0273168 · outbound

This paper cites Openwebmath: An open dataset of high-quality mathematical web text, 2023.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Openwebmath: An open dataset of high-quality mathematical web text, 2023

Reference 40

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no resolver link, observed 2026-08-06T21:02:59.753440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.753440Z digest=sha256:d0e2cd59cde4b6080da781b226da36a05034f7f882eac2263dcf49377b8e9c0c

Observation 466e7be8-31bb-4622-b4aa-2e5f9a737e12 · outbound

This paper cites Naturalproofs: Mathematical theorem proving in natural language, 2021.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Naturalproofs: Mathematical theorem proving in natural language, 2021

Reference 41

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raw_fallback, observed 2026-08-06T21:03:05.611615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:02:59.833512Z digest=sha256:84b4c35f54a03c20c22f4e35f6d05d835eca9114e67d69479db7f4a4fa559d17

Observation 2cbdad42-344b-4afb-844f-001f75bad207 · outbound

This paper cites peS2o (Pretraining Efficiently on S2ORC) Dataset.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks peS2o (Pretraining Efficiently on S2ORC) Dataset

Reference 42

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no resolver link, observed 2026-08-06T21:02:59.919654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:02:59.919654Z digest=sha256:be4245d3e643d7a7df1ebed650c6b534d68a120a32d155103619ae1d85bde5bc

Observation b5f7a493-40a1-445a-b89c-bef0074a14db · outbound

This paper cites Pubmed baseline 2023 repository.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Pubmed baseline 2023 repository

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.395076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:00.006311Z digest=sha256:b5d7e1eb477aaad93e507d364e21899a521c1fb976c9f96793c44377a6d42627

Observation 713aaaaa-5893-4611-bb55-08e8f12a5190 · outbound

This paper cites Product quantization for nearest neighbor search.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Product quantization for nearest neighbor search

Reference 44

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:05.182345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:00.097299Z digest=sha256:4a7a89a49ca1c09051accdfb8372908918cfc3bfcf2e94ea99c150315ffa3709

Observation e9f5bc2c-144f-4c99-833b-2f1d96bd58a7 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 45

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no resolver link, observed 2026-08-06T21:03:00.176987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.176987Z digest=sha256:40db257af26957442535decfe11f1bbf042f07f11c828430e0588b805e2d8608

Observation dc4dc427-7fa5-4c6f-a052-9e02914070a5 · outbound

This paper cites Generative representational instruction tuning.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Generative representational instruction tuning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:04.999291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:00.245653Z digest=sha256:9cc555c0b724f2aef0f267b59d1d19360c181ca6cc840f2d9a637f1cd3be483d

Observation 4bc361fc-d3b6-40af-9ef7-cffd97a60747 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Chain-of-thought prompting elicits reasoning in large language models

Reference 47

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no resolver link, observed 2026-08-06T21:03:00.297597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.297597Z digest=sha256:8e87cd8ff9c65ecb2582ea215e4f5aaa805ed281e32fba40332c70da1435f613

Observation eaee399a-979c-448d-b139-8b266588c86b · outbound

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

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 48

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no resolver link, observed 2026-08-06T21:03:00.432851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.432851Z digest=sha256:178cf85dec52907e339541e136a9f1e6769aaf2d83d64e679cfdffb9115e08cc

Observation 6b8e90a0-0b05-4b19-a4fc-c8d8e68b563a · outbound

This paper cites Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG

Reference 49

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no resolver link, observed 2026-08-06T21:03:00.481681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.481681Z digest=sha256:27874603cc06656abec8a7a100512b4536044b24f731c3aa95340eaef3b3a282

Observation ced8df70-f8d0-4de1-bd9e-343f6409a76c · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 50

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unresolved
raw_fallback, observed 2026-08-06T21:03:04.712177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:00.533642Z digest=sha256:3ec5093de93d626fb368086678409f3182251c39011e0102a9db67d96cb2879f

Observation 36df33e4-950c-458c-89d4-170e1a103c6a · outbound

This paper cites The Llama 3 Herd of Models.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks The Llama 3 Herd of Models

Reference 51

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no resolver link, observed 2026-08-06T21:03:00.609597Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.609597Z digest=sha256:8b3bf0baac76e0a6dbbcad22cb5c75f2240c0bdd6c50d520cdfd9648f2e65284

Observation b7bd2e30-19df-47d8-bc65-dbf5b2e3b0b9 · outbound

This paper cites Let’s verify step by step.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Let’s verify step by step

Reference 52

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no resolver link, observed 2026-08-06T21:03:00.683719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.683719Z digest=sha256:0f591220e70a862fce691c9dd5a4453b5f20ee86216bd9799b1d4f7096b7c60f

Observation 5cd84081-8c6e-484f-a606-8fa2199a6562 · outbound

This paper cites Mistral 7B.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Mistral 7B

Reference 53

Resolution
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no resolver link, observed 2026-08-06T21:03:00.751169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.751169Z digest=sha256:141a99cf3ac634b9e90456155cfc6ec45d97e64fb4a59f8a0609549e1951e1ff

Observation b56e3bc4-11b1-42b5-8eb5-4bd4524283b5 · outbound

This paper cites Qwen3 Technical Report.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Qwen3 Technical Report

Reference 54

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no resolver link, observed 2026-08-06T21:03:00.833594Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.833594Z digest=sha256:0800c2fdd5040697750324bd773282b136b6d19b9d346bb3c1352d4a4f65b6a3

Observation 7f8db68b-dac8-4313-b96b-58e29d30c8ea · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown, november 2024.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Qwq: Reflect deeply on the boundaries of the unknown, november 2024

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:03:04.481349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:00.901399Z digest=sha256:a04b580547bd68c703ae014396d12e946a02614a80a46c41d4df09ce6373c1d4

Observation 85211fee-9df2-437d-9b64-44d98c8c2242 · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 56

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no resolver link, observed 2026-08-06T21:03:00.962400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:00.962400Z digest=sha256:c2df734b2fdd5faa6f6a3bfbca1f825b47cbb4adafdbfde5491ff4c84abc31b7

Observation e63021c4-d55f-45ce-b453-cefae3b2bdc7 · outbound

This paper cites Elastic ChatNoir: Search Engine for the ClueWeb and the Common Crawl.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Elastic ChatNoir: Search Engine for the ClueWeb and the Common Crawl

Reference 57

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raw_fallback, observed 2026-08-06T21:03:04.258029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.016627Z digest=sha256:6f3498b8d50f0e63bb3156367d40425c5f2eb9e86aec8e0450e40f0497670e50

Observation 0ba8aeae-8c9a-49b5-b032-a98ae3f697f6 · outbound

This paper cites Beautiful soup documentation.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Beautiful soup documentation

Reference 58

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raw_fallback, observed 2026-08-06T21:03:03.967462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.080354Z digest=sha256:75ea83895d5e1a0a942a58254a3c834d207cbc90fa69851793b717d4fd6de374

Observation 5fdfc9be-2448-4550-85d1-b0107501628a · outbound

This paper cites olmocr: Unlocking trillions of tokens in pdfs with vision language models, 2025.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks olmocr: Unlocking trillions of tokens in pdfs with vision language models, 2025

Reference 59

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no resolver link, observed 2026-08-06T21:03:01.127866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:01.127866Z digest=sha256:7723511014401b692ee6d1462c81c459c477b2e07197f19f5b0ff3355e901106

Observation caea113c-11d7-4659-aaaf-f2a50977e030 · outbound

This paper cites Crawl4ai: Open-source llm friendly web crawler & scraper.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Crawl4ai: Open-source llm friendly web crawler & scraper

Reference 60

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no resolver link, observed 2026-08-06T21:03:01.197619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:01.197619Z digest=sha256:1af730d3b6c306ff2a54263170e9b3b75fead5d8e019b01350b88db6e8602b15

Observation b3da89ce-8d9c-421e-9b7f-b8e19b38aa07 · outbound

This paper cites Unsupervised dense information retrieval with contrastive learning, 2022.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unsupervised dense information retrieval with contrastive learning, 2022

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:03.788552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.286717Z digest=sha256:d4e8ac1ca7289c1189330238f33e536bd7a10ac904a78a38226938c11d50c955

Observation 7ca884bf-4182-452b-ad96-d309f3572341 · outbound

This paper cites cloudflare.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks cloudflare

Reference 62

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T21:03:03.573285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.359003Z digest=sha256:c8142e22de1ab50c68441d6aefb524510c5c992b7557380ed0a7340dc349f00a

Observation a8fc7c08-c9cc-48af-86fd-e148b7b97d50 · outbound

This paper cites \\( 108 \\text{ cm}^3 \\) 3.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks \\( 108 \\text{ cm}^3 \\) 3

Reference 63

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raw_fallback, observed 2026-08-06T21:03:03.406836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.433981Z digest=sha256:a84311c28c774d8eec062b3f77ef12bdb99d123586c73ea36a064b790ac454f1

Observation 5f49561a-b2f1-4984-9bed-6723a0b3d60f · outbound

This paper cites \\( 521.5 \\text{ cm}^3 \\) 23.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks \\( 521.5 \\text{ cm}^3 \\) 23

Reference 64

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:03.273912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.533764Z digest=sha256:3779138bc30f8caf748755c8382bc2075e52f69af2d031a375bf48969a19d86f

Observation 78a9d6de-f404-40b0-b88e-f6d1405e8e48 · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-06T21:03:03.095448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.601196Z digest=sha256:61c4a488deb0e6a9ce1819c02a4a1aa2fa6ca4a42a9d910c3a0e79dfa7faffe9

Observation 6b1cc005-1139-4135-909d-3b06d864c157 · outbound

This paper cites about 13,333 BTUs 31a.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks about 13,333 BTUs 31a

Reference 66

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:02.927706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.702525Z digest=sha256:ebf94172c5e2a9cdf138f0196b7d0e9ce606acedb69165b1d2a30514952031c3

Observation e4bff852-75cf-4c55-8ddf-b175e0c02e53 · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 67

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unresolved
raw_fallback, observed 2026-08-06T21:03:02.803765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.794154Z digest=sha256:67ecbb9a21e2b3f9d713fabbcb893907a56d851902d26cbf1dad3ecd28f3e343

Observation 43045804-1bf2-452b-9798-cdac4b66c5dc · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 68

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unresolved
raw_fallback, observed 2026-08-06T21:03:02.699191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.856061Z digest=sha256:5f3205ea4562dae770b53a3524d4c3197e5e6083b916f849d30ce795e35b94da

Observation 81d10342-fa14-4f53-9e3b-c2d169bbfd3e · outbound

This paper cites an unresolved cited work.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Unresolved cited work

Reference 69

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unresolved
raw_fallback, observed 2026-08-06T21:03:02.574163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.917444Z digest=sha256:c3c3bea07353c6914469372ddd2225faa0bc0b12f0646734410e6e5430fa1e72

Observation 77c07154-b54f-4fae-a21a-20bb32b6b93a · outbound

This paper cites Pauli matrices with two spacetime indices\.

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks Pauli matrices with two spacetime indices\

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-06T21:03:02.444529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T21:03:01.965491Z digest=sha256:e3090093f73d82a83fecf1c2f052dea34a278600a72b19cb0aad320cf7926152

Pith citing papers

Observation e2cb905f-760b-4261-be49-0dc211403335 · inbound

Procedural Knowledge at Scale Improves Reasoning cites this paper.

Procedural Knowledge at Scale Improves Reasoning Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:08:20.403811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-13T22:04:54.727468Z digest=sha256:949fedf5d2e76416289cc78149b9569232ebef9ecc855115447956e8a20ded92

Observation 3fdb0795-c259-4c95-b329-63611ff7a6c7 · inbound

Procedural Knowledge at Scale Improves Reasoning cites this paper.

Procedural Knowledge at Scale Improves Reasoning Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T17:00:34.295538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T17:00:34.295538Z digest=sha256:bc78b6e99a5acdb8522fdcbc24610a5bc5ebbc177525c5d71bd9c5520db9a3ba

Observation 56263bbd-7517-41cf-9684-bf250831582c · inbound

PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation cites this paper.

PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:34:37.701915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T11:31:56.598221Z digest=sha256:dca72ad1909c18e8b39aad36dbd6c959ebb88f5cdaf471f71e6669750293023b