Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:55:25.684533Z
Paper Citation Record · LEDGER
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2509.04455.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T19:30:46.079681Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved15
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6b9478e5-1697-4a23-8092-8e20f59532f9 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:26.034639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6eb532ae-0352-47d2-9d22-83f3b19cb5f7 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 2
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-15T16:55:26.018681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ddc8dbe2-32b8-4b05-bfbd-80478fe41deb · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:26.002911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1eef0668-d523-4ea0-94d8-e4d90c49df13 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.986596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f2c5b536-9279-4d54-b809-85dcb8f725c4 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.970387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e7c1df2e-aa0f-40b7-a903-3312ce275e54 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.953998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e08786f5-bccf-4b3f-9ba0-cedb864d9888 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.937398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 87aae9c7-3b74-46eb-8322-e0727075539a · outbound
This paper cites Does this fall under student insurance?.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Does this fall under student insurance?
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:55:25.921023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7727aa65-b17b-4cea-863e-167b047358cd · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.903652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d132816e-0d67-488c-b9c5-2f9975334ea5 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.887027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5fad36d3-2763-4407-acd0-918114602b3c · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.868946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2b426854-6a0a-4867-be83-ed755401f55d · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.850300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ade0988b-9cc7-4f5e-9476-d7e49b44b2ea · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.832674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3d86aebf-f331-49e1-aca7-ec08f3dc60f0 · outbound
This paper cites an unresolved cited work.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:55:25.815278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c1115938-3027-4c77-a166-72f7fc1d6485 · outbound
This paper cites 问题：" 和 " 答案：.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance 问题：" 和 " 答案：
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:55:25.797542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a0e443f2-fb93-4e43-b208-23b4c9ec640a · outbound
This paper cites result":.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance result":
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:55:25.778540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 816a14b2-d8ea-42f4-b9e6-441b9c399e8e · outbound
This paper cites Measuring Massive Multitask Language Understanding.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Measuring Massive Multitask Language Understanding
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:55:25.582828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9236c362-c5f1-4c2f-be19-96c99aeed9f7 · outbound
This paper cites WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:55:25.590360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ea95a9-06fa-44dc-92f6-620eaba7603d · outbound
This paper cites In Proceedings of the 62nd An- nual Meeting of the Association for Computational Linguistics(ACL-2024).
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance In Proceedings of the 62nd An- nual Meeting of the Association for Computational Linguistics(ACL-2024)
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:55:26.050572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ac97237b-250e-4ac6-a63a-50fa3743ad4c · outbound
This paper cites Qwen3 Technical Report.
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance Qwen3 Technical Report
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:55:25.595649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 47f6cb9c-2cb7-4ddc-9934-307efd54dbb6 · inbound
INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models cites this paper.
INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T19:30:46.079681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.