Paper Citation Record · LEDGER

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2507.06195.

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

pith.paper-citation-record.v1
2507.06195 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:46.503724Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:40:20.853256Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy6
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ebf7a33b-109a-4ad2-b3c9-8da3903cc461 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.434603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cddd1961-e3d7-4025-bb0c-0778045cbabb · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.461572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79bc4e31-352f-4848-a959-834337ca7e17 · outbound

This paper cites Faggioli, N.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Faggioli, N

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.506395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee081ad-4e29-4f1f-9c06-4219c542f448 · outbound

This paper cites Venktesh, V.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Venktesh, V

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:48.038969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b8d1ab2-5adb-420e-95f4-4d8df09faf57 · outbound

This paper cites Sagara, Consumer Understanding and Use of Numeric Information in Product Claims, Ph.d.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Sagara, Consumer Understanding and Use of Numeric Information in Product Claims, Ph.d

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:47.809695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74d69264-e4c3-481d-8f62-0f0d6cf75569 · outbound

This paper cites QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.660892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2e52980-dfce-4c5b-ae61-82c1369cc156 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:11:47.571203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7cf20bb1-285b-4d2d-a9cd-daa86975e38a · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.776801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21183032-952d-4f95-a41a-215d65bb7cd3 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:45.832646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8c7d9b-4cbd-4e38-84bd-4821df34b70d · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:11:47.327268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2019d3de-da27-4c85-bb06-c5b6b036e151 · outbound

This paper cites Wadden, Z.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Wadden, Z

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:47.241400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0be55fa-974e-497c-81e1-a2b39993ab3d · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:11:47.116500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39bf08c0-16e4-4587-b151-cabf57b65689 · outbound

This paper cites Venktesh, A.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Venktesh, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:46.978745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3aa588f-d3f4-4a78-9815-8a0349aa149e · outbound

This paper cites Hassan, G.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Hassan, G

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:46.837831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62f1381b-2959-4bfc-8629-5516df9d1cae · outbound

This paper cites Complex Claim Verification with Evidence Retrieved in the Wild.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Complex Claim Verification with Evidence Retrieved in the Wild

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.109851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584b0ace-0c01-4151-b10e-ced10b998ec1 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.169971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b7484d-d213-4257-98b1-c01344f1583b · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.211414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0ca602-f97e-461f-b4a2-cc262ad0b336 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.254344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfceea8-9fd4-4e6c-8211-3c4cb1b3a8b7 · outbound

This paper cites rerankers: A Lightweight Python Library to Unify Ranking Methods.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification rerankers: A Lightweight Python Library to Unify Ranking Methods

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.323717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a25d947-8825-4405-827c-95b950803335 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.358558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b8f28a-e8f5-4f70-9519-00e34cbd77df · outbound

This paper cites URL: http://www.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification URL: http://www

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:11:46.416403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5e3696-3699-4fbc-be72-4d54eb6be061 · outbound

This paper cites Amini, S.

DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Amini, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:11:46.688062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 2537d6cd-08fc-44f9-9ecb-3c5c9721b2ca · inbound

Symbolic Augmentation Closes a Canonical-Equivalence Blind Spot in Neural Fact-Checkers cites this paper.

Symbolic Augmentation Closes a Canonical-Equivalence Blind Spot in Neural Fact-Checkers DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T13:40:20.853256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.