Paper Citation Record · LEDGER

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.14673.

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

pith.paper-citation-record.v1
2607.14673 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:25:46.465881Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1a09d31-4020-45a0-b7be-6b11ccb19306 · outbound

This paper cites https://huggingface.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://huggingface

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.365855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a51893a-4278-4866-850f-8057b3fcc3ef · outbound

This paper cites Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.462038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9b4bf8-d39d-4c58-935a-c276687ba167 · outbound

This paper cites https://ibm.github.io/ eval-assist/.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://ibm.github.io/ eval-assist/

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.513063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e6884c-f47c-474e-9725-3d7f3dd1893a · outbound

This paper cites Md Monjurul Karim, Sangeen Khan, Dong Hoang Van, Xinyue Liu, Chunhui Wang, and Qiang Qu.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications Md Monjurul Karim, Sangeen Khan, Dong Hoang Van, Xinyue Liu, Chunhui Wang, and Qiang Qu

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.626700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525ab0e9-df0d-45fb-88c2-4401cef595f3 · outbound

This paper cites Holistic Evaluation of Language Models.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications Holistic Evaluation of Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.805577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbe9a29-b682-44a4-9e70-99a4792db680 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.902437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7f755f-699a-4f88-b7d0-9277df1f5c33 · outbound

This paper cites https://allenai.org/blog/ contextualized-evaluations.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://allenai.org/blog/ contextualized-evaluations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.982334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67e0133-8cb2-4819-9f9b-723459812d9e · outbound

This paper cites https://huggingface.co/collections/ nvidia/nemotron-personas.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://huggingface.co/collections/ nvidia/nemotron-personas

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.060436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b49890-08ed-42dd-a69b-ca5c49cce761 · outbound

This paper cites https://openai.com/index/ evals-drive-next-chapter-of-ai/.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://openai.com/index/ evals-drive-next-chapter-of-ai/

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.142742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c116faf8-dfd2-4dc3-8ec3-e35689243bf4 · outbound

This paper cites https://github.com/openai/ evals.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://github.com/openai/ evals

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.226575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6562dca6-69db-44ec-8c32-692384f84681 · outbound

This paper cites https://www.promptfoo.dev/.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://www.promptfoo.dev/

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.309918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28e8b0e-d270-40f6-a25b-d46d79b30190 · outbound

This paper cites Amazon Sci- ence, https://www.amazon.science/blog/ ground-truth-is-a-process-not-a-dataset.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications Amazon Sci- ence, https://www.amazon.science/blog/ ground-truth-is-a-process-not-a-dataset

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.394399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb58f8c5-f89a-4dca-a4a5-6d247e1c00ec · outbound

This paper cites https://inspect.aisi.org.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://inspect.aisi.org

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:46.465881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05e64fa-219f-4db1-88a8-f378e5597272 · outbound

This paper cites Towards a Human-like Open-Domain Chatbot.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications Towards a Human-like Open-Domain Chatbot

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.104232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154b4396-26e0-48d5-883c-8e9369d4abac · outbound

This paper cites LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.730530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b901ff14-8302-44a7-83fe-8159ce8534c3 · outbound

This paper cites In Findings of the Association for Computational Lin- guistics: ACL 2024, pages 2149–2176.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications In Findings of the Association for Computational Lin- guistics: ACL 2024, pages 2149–2176

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.291698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ada689-5d2c-4beb-93fa-727e6a04ead6 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications A Survey on LLM-as-a-Judge

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.406072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8ad09a-c1a9-4824-a728-aecc8a35fd8d · outbound

This paper cites https://arize.com/llm-as-a-jury/.

Project Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications https://arize.com/llm-as-a-jury/

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:45.192884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.