Paper Citation Record · LEDGER

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability

As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2412.15101.

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

pith.paper-citation-record.v1
2412.15101 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:41:21.356176Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:01:56.546206Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:01:59.650137Z

Reference resolution

43 of 43 outbound references displayed

verified exact2
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e2d23ac-23a6-464f-85df-85fd1ab43d68 · outbound

This paper cites online" 'onlinestring :=.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.173902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4034bb5-8c7d-4d38-924d-1550f8f0d8a3 · outbound

This paper cites write newline.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.178876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7d39a2-5ee1-492e-ac33-e5b3fd03f9c2 · outbound

This paper cites Generator-Retriever-Generator Approach for Open-Domain Question Answering.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Generator-Retriever-Generator Approach for Open-Domain Question Answering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.183488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc78c992-2d2c-41d6-81f0-5c1c417419fb · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.188424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7163f57-95b6-4d55-b292-c63b257fc986 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.193114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d0b919-3d37-4eac-9a0e-cf4d77d4e576 · outbound

This paper cites RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.197533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8795766e-d4eb-490a-92b5-60bf26afdfa0 · outbound

This paper cites Reading Wikipedia to Answer Open-Domain Questions.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Reading Wikipedia to Answer Open-Domain Questions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.202055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f1e58a-995e-4c6b-9ba9-87653d67b0c6 · outbound

This paper cites Multi-hop Question Answering via Reasoning Chains.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Multi-hop Question Answering via Reasoning Chains

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.206181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08029ae-19f5-4bee-970e-ec6ffe1d9150 · outbound

This paper cites Multi-hop Question Answering under Temporal Knowledge Editing.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Multi-hop Question Answering under Temporal Knowledge Editing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.210786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2cf7e4-26cd-4d24-a85f-c1dbade6028c · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.214982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aefcb8-9d05-43c9-a3f4-8b1b5a48fdf0 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:41:21.940013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c2523c9-da3f-473d-b5f0-af0c55d4f7bb · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.222983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8a49a4-6409-40d8-9985-bd9c24a27116 · outbound

This paper cites Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.227172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c10be87-7e32-4d81-b0ab-9a60ebb1626f · outbound

This paper cites Active Retrieval Augmented Generation.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Active Retrieval Augmented Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.231124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6153c3f-fcb0-4695-b1b3-bc4bbeb42313 · outbound

This paper cites Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.235172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0079baf6-258b-45d9-82f9-5926587dd0ea · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:41:21.928415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c6cc408b-c1b3-4b81-97b0-e69e548fa52a · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.242683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8ccd38-50dc-41f0-ae70-7a0976a312a8 · outbound

This paper cites Internet-augmented language models through few-shot prompting for open-domain question answering.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Internet-augmented language models through few-shot prompting for open-domain question answering

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.246409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67e9c29d-2663-4f0f-9926-7368f9c51e36 · outbound

This paper cites Multi-hop Question Answering.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Multi-hop Question Answering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.250749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad15d6c-a07e-40b2-b153-f9e5da54835b · outbound

This paper cites PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:41:21.609539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 17b75946-df27-4bb5-a47a-a877172474a4 · outbound

This paper cites Is a Question Decomposition Unit All We Need?.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Is a Question Decomposition Unit All We Need?

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:41:21.592455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2b58fb68-eaab-4e13-aa6c-3010d7787757 · outbound

This paper cites Unsupervised Question Decomposition for Question Answering.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unsupervised Question Decomposition for Question Answering

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.262934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 210bb2b8-fef0-45cd-9885-0c813bbcdc3d · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Measuring and Narrowing the Compositionality Gap in Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.266986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6268ae1d-1f16-4f51-8158-e53da2c82a42 · outbound

This paper cites Question Decomposition Improves the Faithfulness of Model-Generated Reasoning.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.271612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5b8054-4d73-4d85-b13b-0d334194bc47 · outbound

This paper cites ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.275778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0914b2e-6608-4c1f-b572-0e9029678e18 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.279902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6aec8a2-41aa-4621-8ee4-531c325f91bc · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.284145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de21fbd-7696-4ff1-a82e-1a4577aa1138 · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.288364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcf9e7ee-419e-4e69-b547-6a2366990b17 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.292744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b77f72a-b461-4246-9c2c-8a3647e0aa98 · outbound

This paper cites FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.297166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e5bc729-6f3a-46ab-9afc-52addf80f033 · outbound

This paper cites Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.301428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5011eed8-2bed-4f38-8643-dd30965257ae · outbound

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

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.305859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f4b4ee-e30a-4349-8de4-3fd0c1b2f874 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.310444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d93e11-3242-4768-be3d-36d9a091905b · outbound

This paper cites GenDec: A robust generative Question-decomposition method for Multi-hop reasoning.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability GenDec: A robust generative Question-decomposition method for Multi-hop reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.314523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c3969c-d1ea-4155-98a5-d60cfcab8b84 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:41:21.902390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c21cd97a-0d20-4abe-a99c-8052d04dc240 · outbound

This paper cites Corrective Retrieval Augmented Generation.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Corrective Retrieval Augmented Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.324141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99abf953-4c63-425b-ae67-90330fbbbc54 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.329495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac1e7cd-c5e5-4119-8fc4-52362778f264 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability ReAct: Synergizing Reasoning and Acting in Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.333311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabda10f-9da4-4195-bb53-a1cbaa716f0f · outbound

This paper cites Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.338230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65398f96-19ba-4908-a2a0-fab96fa76dd2 · outbound

This paper cites an unresolved cited work.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:41:21.882344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d11424a-392f-46fe-aa80-87e0c5876980 · outbound

This paper cites Set the Clock: Temporal Alignment of Pretrained Language Models.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Set the Clock: Temporal Alignment of Pretrained Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.346756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47659d0-63df-4452-bdff-f50eba0f35e1 · outbound

This paper cites Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.351475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d1c63c-880e-47c0-a762-f2b8c5f30085 · outbound

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

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T11:41:21.356176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aedfd129-51e1-4355-aeff-f2e8943bb6c2 · inbound

The benefits of query-based KGQA systems for complex and temporal questions in LLM era cites this paper.

The benefits of query-based KGQA systems for complex and temporal questions in LLM era Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T17:01:59.722664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.