Paper Citation Record · LEDGER

Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2404.12452.

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

pith.paper-citation-record.v1
2404.12452 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:23:51.792519Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T09:44:05.651808Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 63d4d49b-d07f-41a1-9d27-ce35964f4831 · inbound

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks cites this paper.

Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:23:51.792519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc96b930-01b1-424a-aeab-af980a2f4932 · inbound

Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems cites this paper.

Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:22:15.899014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d126d80-0c2b-4dfb-a18b-f7b2fddf0bd4 · inbound

VisionTrap: Unanswerable Questions On Visual Data cites this paper.

VisionTrap: Unanswerable Questions On Visual Data Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:08.318306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c8e1160-e5ab-45d5-8497-e068c2e1bf4f · inbound

Causal Evidence that Language Models use Confidence to Drive Behavior cites this paper.

Causal Evidence that Language Models use Confidence to Drive Behavior Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T09:44:05.654008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 78391e58-d328-4fa1-88a8-20fd78f425cd · inbound

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation cites this paper.

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:21:34.457171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.