Paper Citation Record · LEDGER

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification

As of 15 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.05010.

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

pith.paper-citation-record.v1
2507.05010 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:38:03.099048Z

measured 48 of 48 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 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

48 of 48 outbound references displayed

verified exact5
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea2dd253-55ee-42da-ba59-57a34cf3def5 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.266577Z

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 3102f7cd-e84c-4899-bca9-094ece2deabe · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.918340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2bdbc9-224a-41d4-aea8-41d06979c13e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.922289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e342f6dc-b01d-4a07-8a70-ee96df1f4fb1 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.926322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40bb1656-1ed0-4004-9761-28ce29efd588 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.930342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f612df6-2f42-4294-b6b5-9a70897ad605 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.257623Z

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 b59e2ba9-00cc-4536-a15e-e5208f3e264c · outbound

This paper cites Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.938136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab9275c-011a-4cce-8cd3-0eec0a52fa84 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.941781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc35fe2d-a4af-49ec-b6e4-34b8003fbcd8 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.945529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e03648d6-6e97-4f43-bcc7-0b2a3f9db89e · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:38:04.022585Z

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 41da5f26-03ed-46c2-b14f-a0e445ba47bd · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.952408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd72799-90bf-43c2-b7ec-78bff5afb6b8 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-06T19:38:03.310762Z

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 3f4275e4-c137-4039-9f71-c966906ba63b · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T19:38:03.299977Z

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 6b4bc800-cf70-4e4c-8c7b-a9af8b30415a · outbound

This paper cites u gener, J \.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification u gener, J \

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.963713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4386da7b-e5f4-4ea4-891b-e0d383c2dce7 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.967282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33091e9d-3499-4c2d-aad6-b49f327d9201 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.971131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696d4560-5c00-4e03-96e1-cc17ccaaa2c1 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.974560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffc171d-e928-4a63-a32f-131c85bfce33 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-06T19:38:02.982636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65b4556-d804-4d1a-9c7c-a165dce1a272 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.247991Z

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 bc07f614-126c-402d-8ce5-e9aa9cf8bd4f · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.237766Z

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 0e313b72-ea11-4e0a-b48a-50de11526bd4 · outbound

This paper cites From Assistance to Autonomy -- A Researcher Study on the Potential of AI Support for Qualitative Data Analysis.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification From Assistance to Autonomy -- A Researcher Study on the Potential of AI Support for Qualitative Data Analysis

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:38:03.746071Z

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 d9b4a568-19e1-48ea-a33e-d365d3f60f82 · outbound

This paper cites Lam, Janice Teoh, James A.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Lam, Janice Teoh, James A

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:02.998909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3f42ff-a89c-4b10-98ad-fb5ce0059e24 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.227939Z

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 32c45c2b-db5f-4d5f-86b6-2b192d74eb2b · outbound

This paper cites Sparse Autoencoders for Hypothesis Generation.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Sparse Autoencoders for Hypothesis Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.007164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b922837-deea-4de0-a622-bd44b0a7f70e · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.011841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744daa84-e959-4e36-937c-6362099643f1 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.218039Z

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 79ab6ca5-b31d-4dc0-88d7-3c477997f729 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T19:38:03.266175Z

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 79a3c052-d4c1-4a43-a17e-618db8699f58 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.206879Z

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 5c906c29-986c-4394-880a-af750c8d5ea2 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.195300Z

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 94957255-d663-4752-b5e1-1ceb98e3bf9b · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.184991Z

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 4eb555af-5dae-4ced-a911-d577104fadff · outbound

This paper cites Automated Annotation with Generative AI Requires Validation.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Automated Annotation with Generative AI Requires Validation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.033719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d34e8b-35de-4563-9e58-4feba82fc2c8 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.037837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e17384-4e28-4ee1-a9cb-be572b050a54 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.041084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119cf71b-9e18-4ad7-9f5f-5f35ee6de10d · outbound

This paper cites Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.045297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bcd57a0-3511-460d-92d1-52a33ac8499c · outbound

This paper cites Best Practices for Text Annotation with Large Language Models.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Best Practices for Text Annotation with Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.049462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f617e62e-2cc4-4c32-9390-477eee341451 · outbound

This paper cites ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.053513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 737f5bd2-f535-43ac-b624-a574cf7ca6c4 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.057384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d641753-53e8-4ab2-b495-33c9439dedee · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.060897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20789a6a-61ae-497f-97e4-5b12bba220f9 · outbound

This paper cites Goal-Driven Explainable Clustering via Language Descriptions.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Goal-Driven Explainable Clustering via Language Descriptions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.064396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f91a8c1-4d97-4d2f-a065-92d14e515362 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.174780Z

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 5a20d15b-11cf-461b-9b22-2494ac711160 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 42

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:38:03.518416Z

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 f841c382-65d2-4417-a5a0-5e0b1a7c0e36 · outbound

This paper cites Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.075012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 041ec9e7-a9c8-47f8-a5f1-6b8c3cafdf9f · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.079528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa6cf6d-8022-4d55-9623-2d9e8a925192 · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.083596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b5baf92-a129-47a5-bb3d-b3c27bf0c79e · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.164693Z

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 11a5644d-3caf-4a15-9933-194f26f9f72b · outbound

This paper cites an unresolved cited work.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:38:04.154485Z

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 0f8a4566-71f7-4aee-a57b-128eb47587c9 · outbound

This paper cites online" 'onlinestring :=.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification online" 'onlinestring :=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.094938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d16be1-6bdd-4aad-af53-70851986069c · outbound

This paper cites write newline.

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:03.099048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.