Pith. sign in

Paper Citation Record · LEDGER

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2507.06205.

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

pith.paper-citation-record.v1
2507.06205 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:51.182403Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

16 of 16 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 430fb5ed-75f7-4f9a-8a4c-db12637be6d9 · outbound

This paper cites Hafid, Y.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Hafid, Y

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.922881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:49.184777Z digest=sha256:34586eec192756f9887efbc9af45bb4503ef464fffd5b1fcf39ac6bd67141061

Observation 93a089f7-4435-4774-9337-9f45157a2957 · outbound

This paper cites Thorne, A.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Thorne, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.731790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:49.267583Z digest=sha256:8f2d9b073da65912c24d47e3425674cdf8cd52dc398a9498e5d5902bb7c296bb

Observation 390c3141-a448-4c8a-baa2-f49968e47839 · outbound

This paper cites ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.392948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.392948Z digest=sha256:36ea56b52db0c4bed3daa189d9c4a20f3f40a60075a36cdbb86e4ae8992d7686

Observation 9d8e441c-0e5c-4a56-a319-d91d18761586 · outbound

This paper cites Hafid, S.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Hafid, S

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.534240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.534240Z digest=sha256:05d907666684a8ee3f5754afeb649d6337e0852536af583442e6e47511b2c7bc

Observation d6814d7a-9ae5-40aa-a7ac-ac2bac341512 · outbound

This paper cites Dimitrov, E.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Dimitrov, E

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.696511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.696511Z digest=sha256:316885765d73f695a7e341400d0b5c0b473e0808bbd73363a8bc911aeee50568

Observation 9096533c-51da-4803-83d4-fc7cdeec130e · outbound

This paper cites TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:11:51.493536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:49.832061Z digest=sha256:9e88b15ddf9fc96979a5ee6e6fdcd20219c916965b93de22c4736be9ffbe1456

Observation 1ea4cb9b-906a-4762-9c6f-d32843a57947 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:11:52.473908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:49.969526Z digest=sha256:d642c8562fc10e0e3e82b0d62ff49e958dae0935ad8d4f3159e33e5d02e7aa5d

Observation b792fe22-393d-4e95-be40-20f82e08db06 · outbound

This paper cites Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.088904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.088904Z digest=sha256:84c7ecd7108c8e7b241ba5428a8f6f4139443572985245e0fd1c85028b92b6be

Observation cc31462f-c23a-4403-b610-12aceab8d12e · outbound

This paper cites Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.236393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.236393Z digest=sha256:fefc2904cf75b30561cebec0bc9dd372161610dd3dfb09150bf155bf4721d282

Observation c5cab0dc-98ad-454a-a7d7-a0af01a608da · outbound

This paper cites Pedregosa, G.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Pedregosa, G

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.354910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.354910Z digest=sha256:0a688eb5bf1045223a75393de2ec96f01abd451eb71b7486e53e5210ed405ed6

Observation 6908c390-6ebe-4a98-889f-fd2c25cad75a · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.479769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.479769Z digest=sha256:68196c2bdfed0f10717d5808a735e9c8324b71d506fe89f1f4adaeab23d2727c

Observation 5ae0c009-3966-4e81-b7b7-7ff4d2c6ad13 · outbound

This paper cites Generative Large Language Models in Automated Fact-Checking: A Survey.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Generative Large Language Models in Automated Fact-Checking: A Survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.618796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.618796Z digest=sha256:1dbfd78d58df01780c5ae26bc6fd5988e51655eebc1d2eabf91e3079be308f06

Observation 70c6bfa2-9da7-4c67-8207-f8fbb233ed14 · outbound

This paper cites Karpathy, A deep dive into llms like chatgpt, https://youtu.be/7xTGNNLPyMI?si= vLbxE2ZEvviHX02e, 2025.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Karpathy, A deep dive into llms like chatgpt, https://youtu.be/7xTGNNLPyMI?si= vLbxE2ZEvviHX02e, 2025

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.284832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:50.769316Z digest=sha256:5c8cf52c11c35d2328c020de88bc6a9ebaca97cc8fb2c3a6fccf82c978eaac31

Observation 684ce640-afe2-4d4f-94ed-73b0e7a65cc7 · outbound

This paper cites Chase, Langchain, https://www.langchain.com/, 2022.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Chase, Langchain, https://www.langchain.com/, 2022

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.049682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:50.912061Z digest=sha256:387252cc42b1b11532c7462608c361f2b4b90085d6a511408b51cf1269f89d58

Observation 920165f5-f9e7-41b0-bbc0-5b8929cfa426 · outbound

This paper cites Accessed May 2025.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Accessed May 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:51.886358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:11:51.032690Z digest=sha256:d7f13439dd8c6cb4ee2f500ca33032a8dd459e8ddde87ba7a67592ce33dfd4bf

Observation b0d0d00e-da67-4860-9f7f-b99a73afab2a · outbound

This paper cites URL: http://www.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media URL: http://www

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:51.182403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:51.182403Z digest=sha256:ae60e7243e3034240b8be404e31cc9756c87408cd89f63ca3fe892c82d430a71

Pith citing papers

No inbound Pith citation observations are available.