Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2405.12063.
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 2026-08-06T17:35:20.903564Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation a517bca7-2871-4c15-bb05-05eb1b48470b · inbound
Referential ambiguity and clarification requests: comparing human and LLM behaviour cites this paper.
Referential ambiguity and clarification requests: comparing human and LLM behaviour CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:35:20.903564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bf061a3-ae5a-49a4-a5a3-8a72b6ff1300 · inbound
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments cites this paper.
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 74
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T16:53:40.624562Z
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 cfdc41be-da03-4f77-b00d-c8cfed8233ff · inbound
Discriminatory Compliance: How LLMs Answer Queries from Protected Groups cites this paper.
Discriminatory Compliance: How LLMs Answer Queries from Protected Groups CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 75
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-26T12:59:29.226497Z
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 d492fa6f-b25f-4976-9dba-44be75afa5e8 · inbound
Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration cites this paper.
Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T22:37:39.680003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f602e49b-25a1-4ada-aa7c-b311a32adbdc · inbound
CITBench: A Comprehensive Benchmark for Interactive Tabular Data Processing with LLMs cites this paper.
CITBench: A Comprehensive Benchmark for Interactive Tabular Data Processing with LLMs CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T02:02:24.456316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.