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Paper Citation Record · LEDGER

MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2603.28590.

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

pith.paper-citation-record.v1
2603.28590 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T15:29:34.096277Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T15:34:48.015259Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e5fb0a05-4591-4009-be31-1c23f0b3c5ca · inbound

The Compliance Trap: How Structural Constraints Degrade Frontier AI Metacognition Under Adversarial Pressure cites this paper.

The Compliance Trap: How Structural Constraints Degrade Frontier AI Metacognition Under Adversarial Pressure MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:19:02.176933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:09:30.284613Z digest=sha256:319f17943a089ccfe2b2e98ff434df7e6ee8623999efe7232112549192d6925a

Observation b69e171d-97a9-48c4-aafa-4fe173f4f970 · inbound

The Compliance Trap: How Structural Constraints Degrade Frontier AI Metacognition Under Adversarial Pressure cites this paper.

The Compliance Trap: How Structural Constraints Degrade Frontier AI Metacognition Under Adversarial Pressure MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:19:02.176933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-15T06:35:31.424885Z digest=sha256:9a4aa8419e964544a0c5f5f2f4972cac4adacad555a029b8e7ffa759ecaaf4f7

Observation ce678387-e4eb-4096-9ede-e70a1d4ab744 · inbound

CoT-Guard: Small Models for Strong Monitoring cites this paper.

CoT-Guard: Small Models for Strong Monitoring MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:19:02.176933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-14T19:39:16.264272Z digest=sha256:75ece8fca21fdef538f8d6e8592bd4c4676aef607a204df96a094af78b594596

Observation 95e09623-d217-4322-9dc6-ebba0fcfdddd · inbound

Faithfulness as Information Flow: Evaluating and Training Faithful Chain-of-Thought Reasoning cites this paper.

Faithfulness as Information Flow: Evaluating and Training Faithful Chain-of-Thought Reasoning MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:19:02.176933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T15:29:34.096277Z digest=sha256:48a73a7de39dcc177346e93850fa242251d7742b1ab580fe124400beaea2739a