Paper Citation Record · LEDGER

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement

As of 20 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.11631.

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

pith.paper-citation-record.v1
2608.11631 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:38:49.720160Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

45 of 45 outbound references displayed

verified exact3
verified fuzzy2
unresolved38
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 356778b1-f7ab-4771-81d7-5a5562297a42 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.533965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9904d4c-3097-4e72-b62c-e5fa84417cc1 · outbound

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

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.145480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f57f1a-9b15-4c4a-a9d4-68c770ac0a00 · outbound

This paper cites Bruce Croft.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Bruce Croft

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.151982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a01571-c0b6-4903-a612-27d02864e6b4 · outbound

This paper cites CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.164248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f7ba1a2-2fb5-4109-8bb4-0577dd2aa472 · outbound

This paper cites InProceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement InProceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.157923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4d5799-665d-416a-8be4-44e7eecc0fd0 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.294080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc616f6-6487-4a74-8bf5-decc68759305 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.248702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b91196c-d69e-4382-b486-4db16a332657 · outbound

This paper cites A Survey on LLM-as-a-Judge.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement A Survey on LLM-as-a-Judge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.325334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30df7dbb-8bcb-4076-942b-b3dcfe3db8e4 · outbound

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

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.318840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc4cf09-4fe8-412f-8489-aa0ce3eb6720 · outbound

This paper cites Language Models (Mostly) Know What They Know.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Language Models (Mostly) Know What They Know

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.338704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216b5ec0-bf61-43ff-ac91-3983e6f99b3d · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.501842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3adbf377-bd0c-4b31-83e2-2ddc5c487c42 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.351257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5506c1d0-e70a-4fcb-a4a1-d7ab8310e163 · outbound

This paper cites Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.345682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46e1d64f-6b51-46ee-82df-f405da6655d2 · outbound

This paper cites Li, Been Kim, and Zi Wang.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Li, Been Kim, and Zi Wang

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.459161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e5485f-3924-46f2-9ae6-1a502e99ed44 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.400610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88cc36af-7b39-478e-8b56-0f7f144e9503 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.487667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73926087-d949-4fa5-8a7a-d63cb106d19e · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.483200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f9c1cdf-1ec5-4bad-9757-e05ab89a3074 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:38:49.510205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d3cc2c-a33f-4e69-acfa-218b5e56923f · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.517102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07e359aa-85ea-44a6-8722-770b4b521047 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.493133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0177e75-5ce2-4894-9688-d41b69aba415 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.331789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff1df844-6b04-4fc2-9cdb-b5992977b95a · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.313161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eb7d5370-9208-496b-a2dc-64be12202dce · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-16T00:38:49.801421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e410ef41-e7c5-4779-a42a-f9f95492193a · outbound

This paper cites Question Asking as Program Generation.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Question Asking as Program Generation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:38:50.325453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e4625e0-2b0c-4745-99f0-47488fb5443f · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.521515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3564d54f-f53d-4ecb-983a-245a4d91ccb8 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.549804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff01c1e4-16af-46ea-9fe8-c9f564ca0ce6 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.258800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation db4cbe7b-860c-4894-b04c-338fbafb4bb2 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.559936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44949f70-32a7-42ed-b0f2-e5da8b6578c9 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.215902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 15b49bd6-c527-421b-8300-b37b083f81bd · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:38:49.545358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faf403e-379d-46ac-af14-c2d2c409a207 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.170639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d03e738a-100c-4c92-bf6e-7bbe0685bf18 · outbound

This paper cites Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.591625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dff79f1-fc4d-4881-94e8-929fd3c9e8ed · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.620603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff9b97c-3def-4254-8060-219cdcd4787f · outbound

This paper cites Trippas, Jeff Dalton, and Filip Radlinski.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Trippas, Jeff Dalton, and Filip Radlinski

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.673812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a41aa2-f66e-49da-97a0-ed613e2c86c9 · outbound

This paper cites Le, Ed H.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Le, Ed H

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:38:51.198783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1db90e4d-4731-4222-b035-2e9c0b9a1efc · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.068661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0e9b0937-3dd3-42d6-8fa6-5c6db13b45fd · outbound

This paper cites InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 37

Resolution: verified exact; doi, observed 2026-08-16T00:38:49.772172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d512d41-6d53-45a2-a068-8d7c960a1e14 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.710507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9158a8-54c5-4195-9a4a-701d21c821a6 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.715665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c38f28-d519-43b6-ad04-451bfabb89e3 · outbound

This paper cites From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.720160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8409932e-1fb1-486c-bb9e-a0c67c9f266d · outbound

This paper cites Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.693753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0bbc0d-e575-4c82-9351-c7698e991029 · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.705143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59303d26-041e-4333-aa1e-31c94af9789b · outbound

This paper cites InProceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement InProceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:38:51.415649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation abd49b90-a485-4ece-9d57-e8196b0085a4 · outbound

This paper cites doi:10.1145/3589334.3645424.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement doi:10.1145/3589334.3645424

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:49.481896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d23e5ea-3571-499e-9386-fe397d1aa73e · outbound

This paper cites an unresolved cited work.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement Unresolved cited work

Reference 4312

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:38:51.348516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.