Paper Citation Record · LEDGER

ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2409.06097.

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

pith.paper-citation-record.v1
2409.06097 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:00:19.806591Z

measured 1 of 1 external citation measurements

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

0
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 98159206-465a-480f-a5e9-fd9b4ed68d49 · inbound

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions cites this paper.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:00:19.806591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2546dd87-6e51-4ea9-8c82-246886313006 · inbound

Pause or Fabricate? Training Language Models for Grounded Reasoning cites this paper.

Pause or Fabricate? Training Language Models for Grounded Reasoning ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:46:05.306338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da2088b9-409b-4967-9ade-39805997473d · inbound

Agentic Coding Needs Proactivity, Not Just Autonomy cites this paper.

Agentic Coding Needs Proactivity, Not Just Autonomy ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:46:00.351417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b5360ef-23dd-402a-a632-772ce166ca29 · inbound

ProactBench: Beyond What The User Asked For cites this paper.

ProactBench: Beyond What The User Asked For ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:16:16.066791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d41cc25f-238b-40a3-9861-7fe3635f5f02 · inbound

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science cites this paper.

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T10:38:12.061067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b620869b-b95e-40e7-a3ab-cd5a138a2bb0 · inbound

ClinQueryAgent: A Conversational Agent for Population Health Management cites this paper.

ClinQueryAgent: A Conversational Agent for Population Health Management ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 154

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:33:56.042811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3565ad3-3a90-4818-9ead-bb7d061061c5 · 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 ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 73

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T16:53:40.571485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87029c25-0b19-45b4-a0d6-65ab73c44352 · inbound

CA-BED: Conversation-Aware Bayesian Experimental Design cites this paper.

CA-BED: Conversation-Aware Bayesian Experimental Design ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:26:14.587515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ca535ab-c692-4b81-8a52-8236f990a652 · inbound

LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans cites this paper.

LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T08:37:17.973015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1498eb-143d-4a5c-9754-b670e5b93d47 · inbound

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies cites this paper.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.845484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.