Paper Citation Record · LEDGER

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2506.07075.

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

pith.paper-citation-record.v1
2506.07075 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:46:51.175773Z

measured 34 of 34 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

34 of 34 outbound references displayed

verified exact0
verified fuzzy34
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0f83d01-a345-46eb-9c44-e085d344b133 · outbound

This paper cites FEVER: a large-scale dataset for fact extraction and verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression FEVER: a large-scale dataset for fact extraction and verification,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.586939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 724ffbac-f4e4-4773-affc-6234007197b6 · outbound

This paper cites HoVer: a dataset for many-hop fact extraction and claim verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression HoVer: a dataset for many-hop fact extraction and claim verification,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.576070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5aa3016-eb82-420e-b3fa-645dc4140766 · outbound

This paper cites GEAR: graph-based evidence aggregating and reasoning for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression GEAR: graph-based evidence aggregating and reasoning for fact verification,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.565353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0c3c46a-7a59-46c1-891d-62dd682acf1a · outbound

This paper cites Fine-grained fact verification with kernel graph attention network,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Fine-grained fact verification with kernel graph attention network,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.554875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5340b6e8-a339-4dfe-997d-cc6c89bcac9e · outbound

This paper cites Reasoning over semantic-level graph for fact checking,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Reasoning over semantic-level graph for fact checking,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.544258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f21a44c-db8d-4f37-9306-3cb478369c65 · outbound

This paper cites EvidenceNet: evidence fusion network for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression EvidenceNet: evidence fusion network for fact verification,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.533058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d38688e0-57b2-44e0-bbb4-2bc95cbe431e · outbound

This paper cites Hierarchical evidence set modeling for automated fact extraction and verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Hierarchical evidence set modeling for automated fact extraction and verification,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.522012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bcea353-e123-4133-b0d0-9ea1364cf468 · outbound

This paper cites Multi-evidence based fact verification via a confidential graph neural network,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Multi-evidence based fact verification via a confidential graph neural network,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.510861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d26313e1-cbbc-4f2e-aed6-fe3ddafa22ec · outbound

This paper cites DeBERTa: decoding-enhanced BERT with disentangled attention,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression DeBERTa: decoding-enhanced BERT with disentangled attention,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.498802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 58aef9a3-87a2-4206-8583-b1dbc982b407 · outbound

This paper cites GERE: generative evidence retrieval for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression GERE: generative evidence retrieval for fact verification,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.474899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdce3d5d-e083-4229-989a-d1fb1f04a444 · outbound

This paper cites Topic-aware evidence reasoning and stance-aware aggregation for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Topic-aware evidence reasoning and stance-aware aggregation for fact verification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.464228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9fd83a11-9f20-482c-b1b9-ef674c751c3b · outbound

This paper cites ProoFVer: natural logic theorem proving for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression ProoFVer: natural logic theorem proving for fact verification,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.453414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec479804-e3f7-460c-b00d-1be02f065918 · outbound

This paper cites Combining fact extraction and verification with neural semantic matching networks,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Combining fact extraction and verification with neural semantic matching networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.442729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fd51289-268f-491d-9b8c-e0564def7477 · outbound

This paper cites A multi-level attention model for evidence-based fact checking,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression A multi-level attention model for evidence-based fact checking,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.432255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 58c9ee31-57d7-4c20-bcf6-1254c796eb98 · outbound

This paper cites IMCI: integrate multi-view contextual information for fact extraction and verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression IMCI: integrate multi-view contextual information for fact extraction and verification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.422045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95c4d0e2-2724-4542-80ea-5edf396fb3f0 · outbound

This paper cites UKP-Athene: multi-sentence textual entailment for claim verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression UKP-Athene: multi-sentence textual entailment for claim verification,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.412466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdf5448d-13db-4f9a-9fd6-5cd56e0f32e3 · outbound

This paper cites Claim-Dissector: an interpretable fact-checking system with joint re-ranking and veracity prediction,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Claim-Dissector: an interpretable fact-checking system with joint re-ranking and veracity prediction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.401991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21dae8e5-140b-4b6f-909a-46c75d0dafa6 · outbound

This paper cites Baleen: robust multi-hop reasoning at scale via condensed retrieval,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Baleen: robust multi-hop reasoning at scale via condensed retrieval,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.391357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fff7da42-f276-48a6-89ca-c78378993411 · outbound

This paper cites DeFormer: Decomposing pre-trained transformers for faster question answering,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression DeFormer: Decomposing pre-trained transformers for faster question answering,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.380931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e85e4272-7d71-48d4-88d0-059692d4f07a · outbound

This paper cites Exploring listwise evidence reasoning with T5 for fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Exploring listwise evidence reasoning with T5 for fact verification,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.370214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f797407b-25ad-4c04-83e3-f783bcb8f862 · outbound

This paper cites A survey on automated fact-checking,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression A survey on automated fact-checking,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.359551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 478493ee-7cf9-4572-9057-de1349ac3e7e · outbound

This paper cites Autoregressive entity retrieval,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Autoregressive entity retrieval,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.348775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61ad269e-0853-496f-b637-406852d808c5 · outbound

This paper cites Multi-hop fact checking of political claims,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Multi-hop fact checking of political claims,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.337482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation caf77d56-57a2-494e-8d52-597d1b800d3e · outbound

This paper cites Self-RAG: Learning to retrieve, generate, and critique through self-reflection,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Self-RAG: Learning to retrieve, generate, and critique through self-reflection,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.326654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d154521-4b51-4e07-acbf-6d0ab154f85b · outbound

This paper cites Exploring faithful rationale for multi-hop fact verification via salience-aware graph learning,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Exploring faithful rationale for multi-hop fact verification via salience-aware graph learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.486681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07ffe797-f52c-485f-aacc-1153058e0c84 · outbound

This paper cites Answering complex open- domain questions with multi-hop dense retrieval,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Answering complex open- domain questions with multi-hop dense retrieval,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.315391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89accdcb-1e32-4be4-a505-c594ed0ec4c1 · outbound

This paper cites Baleen: Robust multi-hop reasoning at scale via condensed retrieval,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Baleen: Robust multi-hop reasoning at scale via condensed retrieval,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.303066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90b26037-5aba-429d-aed8-3b2377215aaa · outbound

This paper cites RECOMP: Improving retrieval-augmented LMs with context compression and selective augmentation,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression RECOMP: Improving retrieval-augmented LMs with context compression and selective augmentation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.291493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66204369-79ed-4347-84ac-78622c3c87eb · outbound

This paper cites Causal Walk: Debiasing multi-hop fact verification with front-door adjustment,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Causal Walk: Debiasing multi-hop fact verification with front-door adjustment,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.279148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dffab79e-8696-4a64-b706-5cda3c45dab4 · outbound

This paper cites Read it twice: Towards faithfully interpretable fact verification by revisiting evidence,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Read it twice: Towards faithfully interpretable fact verification by revisiting evidence,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.266045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd64dc63-941c-4701-b8c9-cdad42d30842 · outbound

This paper cites LOREN: Logic-regularized reasoning for interpretable fact verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression LOREN: Logic-regularized reasoning for interpretable fact verification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.253024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd9d4c04-11d4-449a-be68-ba2f6e597da8 · outbound

This paper cites GraphFormers: GNN-nested transformers for representation learning on textual graph,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression GraphFormers: GNN-nested transformers for representation learning on textual graph,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.239034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 231b3e40-32e6-4dad-9eed-399e29d1f5cc · outbound

This paper cites MRR-FV: Unlocking Complex Fact Verification with Multi-hop Re- trieval and Reasoning,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression MRR-FV: Unlocking Complex Fact Verification with Multi-hop Re- trieval and Reasoning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.226534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 529b1d34-bf27-4218-b91e-bd80f37380d8 · outbound

This paper cites Evidence Retrieval is almost All You Need for Fact Verification,.

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression Evidence Retrieval is almost All You Need for Fact Verification,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:51.210200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.