Paper Citation Record · LEDGER

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2502.05291.

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

pith.paper-citation-record.v1
2502.05291 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:55:43.420160Z

measured 12 of 12 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 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 exact0
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b11e1da6-8dc2-453b-acec-94e85de860a4 · outbound

This paper cites Avoid areas with heavy police presence.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Avoid areas with heavy police presence

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:55:43.618677Z

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 ab7bf838-1006-4839-a28e-f3d107c9fc2c · outbound

This paper cites The Llama 3 Herd of Models.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet The Llama 3 Herd of Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.370629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 068a2ea1-8064-480c-9b56-0b76e9806fe3 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.392335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd564e33-3a10-42ee-9c5b-676dbbee2368 · outbound

This paper cites SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.397257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 949af65b-9330-47be-b971-b0c30670d6a4 · outbound

This paper cites an unresolved cited work.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:55:43.603638Z

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 209e314d-0538-4fbd-a85a-7d9cb694633d · outbound

This paper cites Try to maintain eye contact and act natural.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Try to maintain eye contact and act natural

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:55:43.590031Z

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 491e9323-b43f-4f45-b17e-f7d6d07fab4b · outbound

This paper cites You would probably try to find a place where you could get close to your victim without being seen.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet You would probably try to find a place where you could get close to your victim without being seen

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:55:43.575662Z

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 371885d4-e02c-4e9c-8b92-841e9565bd6d · outbound

This paper cites On-Device Language Models: A Comprehensive Review.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet On-Device Language Models: A Comprehensive Review

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.402474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abd9e89-720a-410d-8317-5107d8d20229 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.365035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 875fe8b1-b9bd-4700-a9ff-7231136179cf · outbound

This paper cites Hey GPT, Can You be More Racist? Analysis from Crowdsourced Attempts to Elicit Biased Content from Generative AI.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Hey GPT, Can You be More Racist? Analysis from Crowdsourced Attempts to Elicit Biased Content from Generative AI

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.376744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aff4c95-b6ab-4d64-900c-b30c753babc7 · outbound

This paper cites WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.387259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984393f2-9028-4a00-98b8-316e8b7c20b1 · outbound

This paper cites Precision Knowledge Editing: Enhancing Safety in Large Language Models.

Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Precision Knowledge Editing: Enhancing Safety in Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T19:55:43.382186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.