Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:44:21.536125Z
Paper Citation Record · LEDGER
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts
As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2508.19578.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T12:42:38.614626Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy6
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 40440c16-47f9-47de-9bae-06ba6c961d84 · outbound
This paper cites MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:44:21.329360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3a60b4e-3906-4055-9e88-ea59d07517c9 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:23.831621Z
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.
Observation d1e4b068-2c59-406a-9899-696486d65f83 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:24.187107Z
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.
Observation 66d88c83-eb4c-44f1-b349-4fbcb40a7ac9 · outbound
This paper cites Output format: - Provide your answer in JSON format.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Output format: - Provide your answer in JSON format
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:23.379137Z
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.
Observation 8b948acf-33f4-4e40-9972-0c54690b6c27 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:23.074028Z
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.
Observation 8e9a3a28-a2b0-4f95-b0e9-69652deae086 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:25.484009Z
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.
Observation bd82aab6-d98f-495f-82a8-ca8902c217ed · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:25.136446Z
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.
Observation ebc4c111-a509-49dc-bf6e-4705aadf5765 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:24.753469Z
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.
Observation ce833a26-02ff-4b1a-95e0-087abaa87f39 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:24.458041Z
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.
Observation be50bfde-825f-4eb1-9876-84b2ea7b5fd2 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:22.864347Z
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.
Observation 0dcda1b1-ff27-4801-bd7e-c463af71dcbe · outbound
This paper cites the protagonist.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts the protagonist
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:23.608046Z
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.
Observation 7c3e32ed-b6a9-46ec-97c1-5d71c21b9b41 · outbound
This paper cites sentence.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:22.612992Z
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.
Observation 779495c6-136d-4c84-90f8-5c56259ec96e · outbound
This paper cites • Less than 25 MFs → Score 1-2 • 25 - 35 MFs and at least a two-level hierarchy → Score 3-4 • More than 35 MFs and a well-defined multi-level hierarchy → Score 5.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts • Less than 25 MFs → Score 1-2 • 25 - 35 MFs and at least a two-level hierarchy → Score 3-4 • More than 35 MFs and a well-defined multi-level hierarchy → Score 5
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:22.354772Z
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.
Observation 5b3408cc-8787-4944-9bd6-27547e8d724a · outbound
This paper cites 1-2 / 1" range • 3 points= A = YES but exactly one of B-D in the.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts 1-2 / 1" range • 3 points= A = YES but exactly one of B-D in the
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:22.044655Z
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.
Observation 787d2cf1-3b53-4bdc-8ff6-e94ef252dbcb · outbound
This paper cites HKF_validity.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts HKF_validity
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:44:21.758590Z
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.
Observation 6b9d5de5-5b61-4411-aa16-363f63b34525 · outbound
This paper cites Is ChatGPT a Good NLG Evaluator? A Preliminary Study.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Is ChatGPT a Good NLG Evaluator? A Preliminary Study
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:44:21.334991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 027bfa4d-8f02-4229-b15b-89342c7865a1 · outbound
This paper cites an unresolved cited work.
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T15:44:25.774702Z
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.
Pith citing papers
Observation 013e6555-b428-4ea6-90f3-0a00f04d1e91 · inbound
Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs cites this paper.
Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T12:42:38.614626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.