Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering | Paper Citation Record

Observation 51512cef-01bd-44d0-94ad-ff50307e1f61 · outbound

This paper cites GPT-4 Technical Report.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering GPT-4 Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.397873Z

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Observation 6293d4b9-fb7a-4186-9f7d-5e5ba5790128 · outbound

This paper cites PromptWizard: Task-Aware Prompt Optimization Framework.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering PromptWizard: Task-Aware Prompt Optimization Framework

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.400660Z

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Observation 60bc2991-d292-4943-bf0e-5fb155db519b · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T19:08:54.383441Z

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Observation bf30d308-34cb-4301-a737-ef98d644143f · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 4

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This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 5

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Observation c070977d-b747-4a59-b8ff-6e23d64b8e9f · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 6

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Observation be556092-98c7-4188-bcfb-2b7c46ea335e · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.357394Z

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Observation 6a29473b-1da6-4716-9e0e-13fceba77975 · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.422327Z

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Observation 8023df41-867b-4f62-bee2-c9184441a7ff · outbound

This paper cites EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.392359Z

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Observation 0faadba6-3231-4ebb-85ef-ffee1846f1c2 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.831701Z

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Observation f3394b63-0185-4bab-80e1-7ee73f6924bf · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.844074Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0d1a18ba-95e6-465a-a19f-4bf131c8bc3f · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2020.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering InFindings of the Association for Computational Linguistics: EMNLP 2020

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:53.847079Z

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Observation e095fdd6-5913-40e6-84db-59edff1a4959 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.823874Z

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Observation c3ec38fc-1c30-4817-b58a-d664eab5f497 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.833989Z

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Observation 2ee556cc-2966-4c21-965c-e4708eab3cc0 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.828444Z

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Observation e784f199-5ac3-4869-99ef-a7eec9c0b754 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.814919Z

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Observation 23f346ee-a355-4099-90ab-08e20c233821 · outbound

This paper cites Llms are in-context bandit reinforcement learners.arXiv preprint arXiv:2410.05362.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Llms are in-context bandit reinforcement learners.arXiv preprint arXiv:2410.05362

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.428000Z

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Observation 6d71f5fd-db44-4003-9c5e-e8d1c7abfcd6 · outbound

This paper cites GPT-4o System Card.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering GPT-4o System Card

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.430597Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 428c4ac4-ad61-4d55-9849-92f41be5c158 · outbound

This paper cites Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.436058Z

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Observation 79ce248a-d642-4065-8882-cfa37fe3e456 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.826218Z

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Observation e6febf2c-b947-4ade-ae17-93b1cfdbf849 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.378581Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a84834f3-91bf-44fd-84de-269e1c1ea633 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.389324Z

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Observation ebfc30ad-c9ae-47d8-905e-041cef91567a · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.374693Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b24ba181-bee1-4e8d-a51c-10dc5aa45ebd · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.433438Z

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Observation cb02b00f-60bc-42f5-9194-7e86318bf190 · outbound

This paper cites Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T19:08:54.411605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2ab22635-215d-41c4-b428-52388e3c6ff4 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:53.836217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 200167e7-0064-4943-a7c1-c48cf3862bb0 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.370879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28bf096e-185a-4655-a333-857c1edb6149 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.363044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b7d66200-c35a-4966-bb52-2d38c2ce5fa4 · outbound

This paper cites 2025.OpenEvolve: an open-source evolutionary coding agent.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering 2025.OpenEvolve: an open-source evolutionary coding agent

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.359077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02bed722-c118-48f2-ad61-5c2fd5eee2fe · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.416902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5d32dccf-089c-4a5e-99a3-d37b8895bf85 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.414140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5853d6c3-a8ef-4106-ae2f-fdb47adb2be1 · outbound

This paper cites OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.442717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 51f59605-25e9-4906-b0eb-b47c059b7b78 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.361187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f2774556-8992-4749-ad2f-a0d877a89cf9 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.424706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1343aa47-4554-46c1-b439-8772f1a5bb03 · outbound

This paper cites Large Language Models as Optimizers.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Large Language Models as Optimizers

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T19:08:54.419642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e22f5a2c-d7de-4e7e-952f-815b9f9ae062 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.364952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 16fc5464-41cb-4861-8c5b-32561d53f88a · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering TextGrad: Automatic "Differentiation" via Text

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.439321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d37317e1-bb2b-4037-80c2-053b6d10733f · outbound

This paper cites Inductive Matrix Completion Based on Graph Neural Networks.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Inductive Matrix Completion Based on Graph Neural Networks

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.408339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4dc13e95-b396-4ca7-86c9-035e33caddb3 · outbound

This paper cites A Survey of Large Language Models.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering A Survey of Large Language Models

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:08:54.395372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0e6bf8f8-47e8-4eaa-8d06-4fe47cfe3514 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.368532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22b70837-2cd6-486d-ab69-6023ef27f99e · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Large Language Models Are Human-Level Prompt Engineers

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-24T09:43:26.534305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5e4aae73-6e9b-41e6-a090-b56e6ca6b8a9 · outbound

This paper cites Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:54.386797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 694563c0-2990-42bd-a3b2-24d1ed3bd01a · outbound

This paper cites blind spots.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering blind spots

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.376613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 734c60e9-d9c0-4549-add6-878d4174d73d · outbound

This paper cites " summary.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering " summary

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:53.821462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1582ad58-6ed5-49a6-8153-a3b3c5d5b00d · outbound

This paper cites The Strange Case Of ...\.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The Strange Case Of ...\

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:53.841959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7db2d484-b84c-4c87-8e34-2211bfff34a7 · outbound

This paper cites Calling All Dawns \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Calling All Dawns \

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.350901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 365537a6-47ff-4858-88da-f7dcadd980c7 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.349081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ca4e188c-9150-4dda-a7f4-9c87f48eacae · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.347266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 03cd2031-cfba-42ca-82d6-d103e9b925d2 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.363224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f123005a-ba38-41d1-9581-5872ba1144ca · outbound

This paper cites None of the above i n d i v i d u a l s were a s s o c i a t e d with Wonder Girls , a South Korean girl group formed in 2007 by JYP E n t e r t a i n m e n t.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering None of the above i n d i v i d u a l s were a s s o c i a t e d with Wonder Girls , a South Korean girl group formed in 2007 by JYP E n t e r t a i n m e n t

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.359303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1f3a068b-240a-48b0-8b0f-c03fc40bfea3 · outbound

This paper cites 30 " summary.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering 30 " summary

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.343448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b6332b2-e3c7-4913-8c2f-f26c28285883 · outbound

This paper cites The Strange Case Of ...\.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The Strange Case Of ...\

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.345153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a19c208a-3789-411d-95b4-625735e4f763 · outbound

This paper cites Calling All Dawns \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Calling All Dawns \

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.344150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10496240-5d8f-4b33-80dd-78a6c0ee097c · outbound

This paper cites C o n t r a d i c t i o n s Collapse \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering C o n t r a d i c t i o n s Collapse \

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.336822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9b870d37-b635-4300-8282-21eaa4b05b98 · outbound

This paper cites The Voice of the Civil Rights Movement \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The Voice of the Civil Rights Movement \

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.357234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b3f631ed-66d2-403b-804d-dd422ddfbb82 · outbound

This paper cites C o n t r a d i c t i o n s Collapse \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering C o n t r a d i c t i o n s Collapse \

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.334349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63709c27-3a94-4d81-944e-b3a371b970e4 · outbound

This paper cites The ‘ search_query ‘ should target r e t r i e v i n g the missing i n f o r m a t i o n rather than r e i t e r a t i n g what is already in the ‘ context ‘.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The ‘ search_query ‘ should target r e t r i e v i n g the missing i n f o r m a t i o n rather than r e i t e r a t i n g what is already in the ‘ context ‘

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.328077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aac95215-3058-4d99-aa99-98a50150695b · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.353468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b13cbd2-60a3-4653-a089-8b48a99c49c0 · outbound

This paper cites The query should remain neutral and factual , aimed solely at finding the missing pieces of i n f o r m a t i o n.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The query should remain neutral and factual , aimed solely at finding the missing pieces of i n f o r m a t i o n

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.326223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 480fd2c5-3691-4971-9638-b50098568404 · outbound

This paper cites an unresolved cited work.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-20T19:13:41.332171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aba55d5c-4bba-427b-8021-8055f1718086 · outbound

This paper cites The ‘ search_query ‘ should focus e x c l u s i v e l y on u n r e s o l v e d aspects of the question.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The ‘ search_query ‘ should focus e x c l u s i v e l y on u n r e s o l v e d aspects of the question

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.352959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 53074e27-5313-4dd4-b2ab-3e76237e0dcf · outbound

This paper cites Mel Groomes ’ alma mater \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Mel Groomes ’ alma mater \

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.372741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8a9b19bf-a500-4469-8e88-0bb05873d35a · outbound

This paper cites The Voice of the Civil Rights Movement \.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering The Voice of the Civil Rights Movement \

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:53.839699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91b02db4-10c4-47d8-bdab-a0c73fe0c6ed · outbound

This paper cites Pay p a r t i c u l a r a tt en ti on to numeric data , dates , proper nouns , entity names , and other key details.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Pay p a r t i c u l a r a tt en ti on to numeric data , dates , proper nouns , entity names , and other key details

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.315391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 654b786b-9564-45db-92cc-5c42d4554116 · outbound

This paper cites If the context does not directly provide the n ece ss ar y information , e x p l i c i t l y state what is missing and provide an a p p r o p r i a t e fallback response ( e.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering If the context does not directly provide the n ece ss ar y information , e x p l i c i t l y state what is missing and provide an a p p r o p r i a t e fallback response ( e

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.313124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ded8a1bc-6374-49dd-a52c-6902729d66a9 · outbound

This paper cites Clearly outline how each piece of i n f o r m a t i o n from the context c o n t r i b u t e s to deriving the answer.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Clearly outline how each piece of i n f o r m a t i o n from the context c o n t r i b u t e s to deriving the answer

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.332027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 87863013-5c91-4107-8909-285599026aa1 · outbound

This paper cites Pay close at te nt io n to details such as specific dates , numeric constraints , entity relationships , and other query - specific nuances.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Pay close at te nt io n to details such as specific dates , numeric constraints , entity relationships , and other query - specific nuances

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.336619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fd86bad6-c6e7-4f0d-a434-bd97ef6e93f3 · outbound

This paper cites For example : - For date - related queries , cross - check all dates in the context to ensure accuracy.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering For example : - For date - related queries , cross - check all dates in the context to ensure accuracy

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.340336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 05fe01de-1b22-4430-86a7-2f71e8022a57 · outbound

This paper cites Avoid guessing or i n t r o d u c i n g u n s u p p o r t e d i n f o r m a t i o n.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Avoid guessing or i n t r o d u c i n g u n s u p p o r t e d i n f o r m a t i o n

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.348189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 77594bd9-c997-4b81-8bbc-b8de657d8995 · outbound

This paper cites For yes / no questions , use l ow er ca se ( ’ yes ’ , ’no ’).

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering For yes / no questions , use l ow er ca se ( ’ yes ’ , ’no ’)

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.349912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3d265f99-195f-4de9-b2f1-af7a6361ef52 · outbound

This paper cites " fields.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering " fields

Reference 75

Resolution: malformed identifier; raw_fallback, observed 2026-05-20T19:13:41.361362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 315695a0-b425-4afe-a7f0-3f94db6a9b3b · outbound

This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.

Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T19:13:41.366904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers