Paper Citation Record · LEDGER

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool

As of 20 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.06734.

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

pith.paper-citation-record.v1
2507.06734 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:01:18.955550Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

18 of 18 outbound references displayed

verified exact8
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce29ed17-71fe-44d8-8cbc-7aacafd68731 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T19:01:19.080776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e83012e7-c597-44ab-8cbc-6a1bc403f05f · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.900955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c39eec-2fe1-4b12-944b-c70f9ee4209d · outbound

This paper cites Autonomation, Not Automation: Activities and Needs of European Fact-checkers as a Basis for Designing Human-Centered AI Systems.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Autonomation, Not Automation: Activities and Needs of European Fact-checkers as a Basis for Designing Human-Centered AI Systems

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:01:19.064897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab1e0ab1-fe92-4026-8ccd-d1313743ee13 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.908016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1985b4-0713-4c9a-a715-7b2aa2d23c59 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:01:19.357578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f47964c0-3c04-497e-936d-94851431ea01 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:01:19.376795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7639cd80-e10d-4464-a266-a1c1b8b4b5a3 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T19:01:19.046818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad8fe3a6-95f5-4931-96ca-beffc128f02b · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T19:01:19.037187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36531d18-7c17-472c-87d4-da9a56ec3735 · outbound

This paper cites Some Observations on Fact-Checking Work with Implications for Computational Support.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Some Observations on Fact-Checking Work with Implications for Computational Support

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:01:19.026556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88a8d4a7-0b60-458f-93bd-c12d1af506d0 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.928413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2553151-56a8-4baf-aae2-b8c0832cca87 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.931614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76d27240-27bc-4310-a070-cf38b92f9462 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T19:01:19.007629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d21a342-c3e8-4512-ad21-090ca851f816 · outbound

This paper cites TelegramScrap: A comprehensive tool for scraping Telegram data.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool TelegramScrap: A comprehensive tool for scraping Telegram data

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:01:18.998098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02f15a79-c5ab-4f79-9b88-7205f539a39b · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:01:19.240412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e38b3dda-e476-4bac-a01c-ed5a2823aa07 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.945438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a23dbe-f46a-4f6c-b906-13d7efdbe0e0 · outbound

This paper cites an unresolved cited work.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T19:01:18.983781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78226cd0-53a8-44ad-b7db-a8d84b0c8acd · outbound

This paper cites online" 'onlinestring :=.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool online" 'onlinestring :=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.951907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f0658a-ada6-416b-a616-b9b67e4906ab · outbound

This paper cites write newline.

Civil Society in the Loop: Feedback-Driven Adaptation of (L)LM-Assisted Classification in an Open-Source Telegram Monitoring Tool write newline

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:18.955550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.