Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:42:18.699715Z
Paper Citation Record · LEDGER
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs
As of 17 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2506.10095.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
25 of 25 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5fa86e85-6580-4250-8bb1-5a247f636b46 · outbound
This paper cites online" 'onlinestring :=.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.618645Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0971682a-ea1b-4a80-bd45-180420a77eb3 · outbound
This paper cites write newline.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.623089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87492326-7341-482e-9701-99e033b7b5f4 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.062934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a006818d-2fdb-4fca-a27f-48714bd789e4 · outbound
This paper cites Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.630700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9265b106-7650-49f4-ab86-834d4a1152a3 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.052253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 86a0bb47-e270-4561-8795-961b4c945678 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.041008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b349645e-0f29-4792-a9a7-2ccfdc76a8f0 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.028735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f0efe99-3df3-4b24-8519-33397955451e · outbound
This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs SimCSE: Simple Contrastive Learning of Sentence Embeddings
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.644239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f7dba40-6d82-4da8-9b9d-5f186f1000b0 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.018554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 97915f6a-f7a7-4460-9899-dcd2cf9cb3ee · outbound
This paper cites Improved Techniques for Optimization-Based Jailbreaking on Large Language Models.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.651102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7f873ee-8494-436c-ba90-50e22b2a5a8f · outbound
This paper cites Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.654548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18eb3c93-65f1-4b56-8e29-ec85fba9dd0e · outbound
This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.658236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92896758-ee7c-41ab-8929-8ad7c0bf533d · outbound
This paper cites On Faithfulness and Factuality in Abstractive Summarization.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs On Faithfulness and Factuality in Abstractive Summarization
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.661603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 598fc5b1-e2c7-4c7c-99ee-7801c0ff6d71 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:19.007471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ba59dcf0-8c9a-441e-9e33-aeeb7417b3db · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.995824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e6b413be-f8b4-4f25-9ceb-59a51655c319 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.984672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a5a9db28-8ad1-4a0b-bcfe-7f87fc4fae1d · outbound
This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.674053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c14cbda4-a5a6-4798-9773-1e77516f897c · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.677472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6153e953-c619-476b-8436-c6bae78266fb · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.966236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0bc9ce1a-0a5e-44e8-b738-859a31eba3b2 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.955441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 475f457e-4259-4ad2-8724-1ba429de8ee5 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.945411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 990bf7cd-e6ba-48de-9d13-dbe034cc6f5b · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.935576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f0b47f2c-fd20-47c9-8cda-f8ead25ad935 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.925358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 89777a97-478e-4f03-a31b-c88634206bd5 · outbound
This paper cites an unresolved cited work.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:42:18.914236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 280905df-cd8a-40b8-a6d7-6687098711e4 · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
When Meaning Stays the Same, but Models Drift: Evaluating Quality of Service under Token-Level Behavioral Instability in LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:42:18.699715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.