Paper Citation Record · LEDGER

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA

As of 16 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.25204.

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

pith.paper-citation-record.v1
2605.25204 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:26:11.374994Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

10 of 10 outbound references displayed

verified exact2
verified fuzzy7
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0850f4d9-5fa2-4016-b7e4-22045ba9457c · outbound

This paper cites ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:34:38.185688Z

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 86154fb1-3582-412a-ac1a-1109bdb385e9 · outbound

This paper cites What do you mean exactly? analyzing clarification questions in cqa.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA What do you mean exactly? analyzing clarification questions in cqa

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.074830Z

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 a551b374-3b29-4537-8e28-c52901ceb19c · outbound

This paper cites Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:34:38.187598Z

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 b6e5adb4-d9f0-41ac-9d3a-c9f98c50a782 · outbound

This paper cites Pacific: Towards proactive conversational question an- swering over tabular and textual data in finance.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Pacific: Towards proactive conversational question an- swering over tabular and textual data in finance

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.076753Z

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 ebdecb28-c380-45a0-ada7-4dbb6d9140fa · outbound

This paper cites and Craswell, N.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA and Craswell, N

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.069108Z

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 89a29f5e-3444-4e04-b664-c580eb74af99 · outbound

This paper cites and Daum´e III, H.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA and Daum´e III, H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.066812Z

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 f16cfa47-39b6-422c-b1fb-cd5f22363f08 · outbound

This paper cites Collabllm: From passive responders to active collaborators.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Collabllm: From passive responders to active collaborators

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.064433Z

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 6af0016a-7b25-4165-a60b-a3a06ecdc8da · outbound

This paper cites an unresolved cited work.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-09T10:16:10.072972Z

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 7cd21992-0614-4fe7-a274-d6f01fb0a95a · outbound

This paper cites irrelevant.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA irrelevant

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.061888Z

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 2bf65e86-4b73-49a0-a0c6-a58d11555329 · outbound

This paper cites Although some settings perform slightly better than others, no strong monotonic trend emerges.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Although some settings perform slightly better than others, no strong monotonic trend emerges

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.071178Z

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.

Pith citing papers

No inbound Pith citation observations are available.