Paper Citation Record · LEDGER

Two Axes of LLM Abstention: Answer Correctness and Question Answerability

As of 17 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.08456.

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

pith.paper-citation-record.v1
2607.08456 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T07:12:20.175514Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

12 of 12 outbound references displayed

verified exact4
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd2b17d1-3f20-4400-819d-f9eb42146bff · outbound

This paper cites Mitigating LLM Hallucinations via Conformal Abstention.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Mitigating LLM Hallucinations via Conformal Abstention

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-10T07:16:52.900709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eebe624d-c79b-42e6-97d7-cb853e1986a6 · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T07:16:52.897625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a864d007-457d-4b1b-90a7-ff93c7867107 · outbound

This paper cites Farquhar, J.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Farquhar, J

Reference 3

Resolution: metadata mismatch; doi, observed 2026-07-10T07:16:52.657140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54215907-bf20-4ce7-9cde-940d8cdba182 · outbound

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

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Language Models (Mostly) Know What They Know

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T07:16:52.912278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83d79e23-bbc2-459c-98cf-1eb211f5e351 · outbound

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

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-10T07:16:52.909094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f71da235-6d2b-4aa4-8a84-0cb5c8d6aa03 · outbound

This paper cites Chen, J., Hu, S., Liu, Z., and Sun, M.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Chen, J., Hu, S., Liu, Z., and Sun, M

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T07:16:52.904529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 71a672ff-5ca6-4876-b8dc-9a1677157254 · outbound

This paper cites B´alint Mucs´anyi, Michael Kirchhof, and Seong Joon Oh.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability B´alint Mucs´anyi, Michael Kirchhof, and Seong Joon Oh

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T07:16:53.278295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ec50037-20d8-4b1c-a328-4f8bb5f8e96d · outbound

This paper cites Are LLM Uncertainty and Correctness Encoded by the Same Features? A Functional Dissociation via Sparse Autoencoders.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Are LLM Uncertainty and Correctness Encoded by the Same Features? A Functional Dissociation via Sparse Autoencoders

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T07:16:52.905974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b19e1a2-6fb9-4d47-a248-201a456b9ed0 · outbound

This paper cites Gustafsson, Sean Wu, Anshul Thakur, and David A.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Gustafsson, Sean Wu, Anshul Thakur, and David A

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-10T07:16:52.903366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3119def-bb46-4a73-a6d1-6907b635e6c3 · outbound

This paper cites The curious case of hallucinatory (un)answerability: Finding truths in the hidden states of over-confident large lan- guage models.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability The curious case of hallucinatory (un)answerability: Finding truths in the hidden states of over-confident large lan- guage models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T07:16:53.274182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b84e6c8f-e657-4b54-978d-8943ee93daea · outbound

This paper cites Neural-Symbolic Integration for Interactive Learning and Conceptual Grounding.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Neural-Symbolic Integration for Interactive Learning and Conceptual Grounding

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-10T07:16:52.894692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1aaadacc-8d87-4f3b-b0ab-dacaa9b12575 · outbound

This paper cites Do large language models know what they don’t know? InFindings of the Association for Computational Linguistics: ACL 2023, pp.

Two Axes of LLM Abstention: Answer Correctness and Question Answerability Do large language models know what they don’t know? InFindings of the Association for Computational Linguistics: ACL 2023, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T07:16:53.276327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.