Paper Citation Record · LEDGER

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2603.26807.

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

pith.paper-citation-record.v1
2603.26807 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:29:48.070076Z

measured 29 of 29 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ccd072e-f811-471f-8715-e64107b06d15 · outbound

This paper cites Entity-based cross-document coreferencing using the vec- tor space model.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Entity-based cross-document coreferencing using the vec- tor space model

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:44.955303Z

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Unavailable: canonical work link unavailable.

Observation aefeb88f-bcc4-4469-afcc-e4b4d3b893cb · outbound

This paper cites How the mind creates structure: Hierarchical learning of action sequences.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring How the mind creates structure: Hierarchical learning of action sequences

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.984315Z

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Observation 0ff72068-a1fc-4792-a867-91f1f6c758c5 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.232905Z

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Observation fd3f5d82-cf75-42d2-a328-d5957805573e · outbound

This paper cites People construct simplified mental representa- tions to plan.Nature, 606(7912):129–136,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring People construct simplified mental representa- tions to plan.Nature, 606(7912):129–136,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.323676Z

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Observation 9987dc12-2f38-4aac-a02b-d1b069e6aba5 · outbound

This paper cites Dis- tilling step-by-step! outperforming larger language mod- els with less training data and smaller model sizes.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Dis- tilling step-by-step! outperforming larger language mod- els with less training data and smaller model sizes

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.388012Z

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Unavailable: canonical work link unavailable.

Observation 3a0364f5-c411-4112-8e73-c930b5813aa7 · outbound

This paper cites What dis- ease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring What dis- ease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.571026Z

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Unavailable: canonical work link unavailable.

Observation 369e2f1f-2539-4606-b04d-e64c9f1b4f82 · outbound

This paper cites Disentangling Questions from Query Generation for Task-Adaptive Retrieval.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Disentangling Questions from Query Generation for Task-Adaptive Retrieval

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.641201Z

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Unavailable: canonical work link unavailable.

Observation 130abfaa-9d8e-41f6-8117-44076906e27a · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural infor- mation processing systems, 33:9459–9474,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural infor- mation processing systems, 33:9459–9474,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.760693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c58d77ad-bffc-4f86-a75f-1434e0203ced · outbound

This paper cites Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.900535Z

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Observation be2e3e1b-d07d-401c-820e-021881417166 · outbound

This paper cites Retrieval-Augmented Chain-of-Thought in Semi-structured Domains.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Retrieval-Augmented Chain-of-Thought in Semi-structured Domains

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.959810Z

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Observation 97fbeef7-275b-4f81-9e19-0b04ec2f0f5f · outbound

This paper cites Si- mon.Human Problem Solving.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Si- mon.Human Problem Solving

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.015917Z

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Observation 737a6aee-cdcb-4b9c-bf9e-581bc338492d · outbound

This paper cites Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.221332Z

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Observation a8471289-0f6b-482d-83a5-647eee276d54 · outbound

This paper cites Interleaving retrieval with chain-of-thought reasoning for knowledge- intensive multi-step questions.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Interleaving retrieval with chain-of-thought reasoning for knowledge- intensive multi-step questions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.327228Z

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Observation d18294e9-78c5-45dd-885b-8d65cb2f01d5 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.461490Z

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Observation 82072455-0126-4955-9571-b771b8ae308d · outbound

This paper cites RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.531615Z

Source-reported events for the cited work

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Observation 3642bee7-1438-4932-a70a-35b99dc22692 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.629800Z

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Observation 0576e20d-b9fb-4c76-8152-2092150cb0e3 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.Advances in neural informa- tion processing systems, 36:11809–11822,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Tree of thoughts: Deliberate problem solving with large language models.Advances in neural informa- tion processing systems, 36:11809–11822,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.750516Z

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Observation 1661e23f-a286-4392-9cfb-cbee71204b8c · outbound

This paper cites Reasoning over hierarchical question decomposition tree for explainable question answering.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Reasoning over hierarchical question decomposition tree for explainable question answering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.938152Z

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Unavailable: canonical work link unavailable.

Observation ee207360-96f3-460b-b20c-c2ac679293fa · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:48.070076Z

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Observation ee6f1621-17d3-49c0-899c-bdae07828ac7 · outbound

This paper cites GPT-4o system card.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring GPT-4o system card

Reference 1972

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:47.111978Z

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Observation 063e0276-0c18-4e6d-a59f-a585c922709d · outbound

This paper cites Behavioral hierarchy: exploration and representation.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Behavioral hierarchy: exploration and representation

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.076588Z

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Observation e776398e-9609-48dd-83c2-34e41e67d51c · outbound

This paper cites The llama 3 herd of models.arXiv e-prints, pages arXiv–2407,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring The llama 3 herd of models.arXiv e-prints, pages arXiv–2407,

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.857949Z

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Observation 8855ea0c-71e9-4f05-a63b-424eef1d3648 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.196278Z

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Observation 18a9e526-8fd9-479a-9925-38cb0555f40d · outbound

This paper cites Rt: a retrieving and chain-of-thought frame- work for few-shot medical named entity recognition.Jour- nal of the American Medical Informatics Association, 31(9):1929–1938,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Rt: a retrieving and chain-of-thought frame- work for few-shot medical named entity recognition.Jour- nal of the American Medical Informatics Association, 31(9):1929–1938,

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.838873Z

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Observation 01285a5e-851e-4e41-9eca-da0bbc450857 · outbound

This paper cites MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.112845Z

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Observation dc0eaea7-2004-447e-8348-2ca1b015d00e · outbound

This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.535825Z

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Observation 8bcc9058-3cec-488f-8c79-71e8062dd493 · outbound

This paper cites Atlas: Few-shot learning with retrieval augmented language models.Journal of Machine Learn- ing Research, 24(251):1–43,.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Atlas: Few-shot learning with retrieval augmented language models.Journal of Machine Learn- ing Research, 24(251):1–43,

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:46.477309Z

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Observation 5000533f-da81-4acd-acb9-546b101141c8 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.352330Z

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Observation ad79e56f-8ae3-4061-b3f8-52f6c2c24d75 · outbound

This paper cites Cushen and Jennifer Wiley.

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring Cushen and Jennifer Wiley

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T17:29:45.691891Z

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Pith citing papers

No inbound Pith citation observations are available.