Paper Citation Record · LEDGER

MIB: A Mechanistic Interpretability Benchmark

As of 20 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 11 inbound Pith citation observations for arXiv:2504.13151.

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

pith.paper-citation-record.v1
2504.13151 v2

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:19:44.485555Z

measured 91 of 91 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:30.524426Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

80 of 80 outbound references displayed

verified exact2
verified fuzzy26
unresolved51
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 674369d7-d84f-487f-beaa-02a27407f18e · outbound

This paper cites write newline.

MIB: A Mechanistic Interpretability Benchmark write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.094644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5be7bd8-9474-4e1d-825c-1eab4f215b6a · outbound

This paper cites D., D'Oosterlinck, K., Feder, A., Gat, Y.

MIB: A Mechanistic Interpretability Benchmark D., D'Oosterlinck, K., Feder, A., Gat, Y

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.437930Z

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 a17374ba-4091-407d-9def-e6769eb67fcc · outbound

This paper cites Naturalistic causal probing for morpho-syntax.

MIB: A Mechanistic Interpretability Benchmark Naturalistic causal probing for morpho-syntax

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.106861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa739a7-e82a-4afd-b394-598ccfca6746 · outbound

This paper cites Causal G ym: Benchmarking causal interpretability methods on linguistic tasks.

MIB: A Mechanistic Interpretability Benchmark Causal G ym: Benchmarking causal interpretability methods on linguistic tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.111475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01cbd3b5-393a-461f-9159-7dc522c034b0 · outbound

This paper cites G., and Augenstein, I.

MIB: A Mechanistic Interpretability Benchmark G., and Augenstein, I

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.116361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fd34b1-ccb3-4864-9c57-c8b6369521ab · outbound

This paper cites E., Hume, T., Carter, S., Henighan, T., and Olah, C.

MIB: A Mechanistic Interpretability Benchmark E., Hume, T., Carter, S., Henighan, T., and Olah, C

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.427497Z

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 93ff46ae-35ab-47ac-846c-c5d852226093 · outbound

This paper cites an unresolved cited work.

MIB: A Mechanistic Interpretability Benchmark Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.126664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85ee3b9-aea6-423e-8014-aee498eda74f · outbound

This paper cites D., Schlichtkrull, M.

MIB: A Mechanistic Interpretability Benchmark D., Schlichtkrull, M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.134591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafa9268-e036-453f-ae28-89af066c3c09 · outbound

This paper cites D., Schmid, L., Hupkes, D., and Titov, I.

MIB: A Mechanistic Interpretability Benchmark D., Schmid, L., Hupkes, D., and Titov, I

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.140323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b50249-2a8a-4d33-bd88-82c9678d0523 · outbound

This paper cites Causal scrubbing, a method for rigorously testing interpretability hypotheses.

MIB: A Mechanistic Interpretability Benchmark Causal scrubbing, a method for rigorously testing interpretability hypotheses

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.146910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef87e1d5-8e18-4197-aa9f-d7899a7711c9 · outbound

This paper cites Evaluating Open-Source Sparse Autoencoders on Disentangling Factual Knowledge in GPT-2 Small.

MIB: A Mechanistic Interpretability Benchmark Evaluating Open-Source Sparse Autoencoders on Disentangling Factual Knowledge in GPT-2 Small

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.152348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 454e5ae9-d5f6-4a31-822d-38d018706c9d · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

MIB: A Mechanistic Interpretability Benchmark Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.157193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025ca9df-c481-4d15-ba75-0fcad7a4efae · outbound

This paper cites Evaluating the ripple effects of knowledge editing in language models.

MIB: A Mechanistic Interpretability Benchmark Evaluating the ripple effects of knowledge editing in language models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.161490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0d4a95-dee1-4586-a5e2-38e9c9bb54c0 · outbound

This paper cites Towards automated circuit discovery for mechanistic interpretability.

MIB: A Mechanistic Interpretability Benchmark Towards automated circuit discovery for mechanistic interpretability

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.165647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c891117-16f1-494d-83e8-14c797c37029 · outbound

This paper cites Are neural nets modular? I nspecting functional modularity through differentiable weight masks.

MIB: A Mechanistic Interpretability Benchmark Are neural nets modular? I nspecting functional modularity through differentiable weight masks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.396826Z

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 ab60f239-d8e0-4621-9aee-6d56a85db3bc · outbound

This paper cites D., and Geiger, A.

MIB: A Mechanistic Interpretability Benchmark D., and Geiger, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.385893Z

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 86eb13d8-49b5-4fa6-8a90-c4328d39b859 · outbound

This paper cites Representational analysis of binding in language models.

MIB: A Mechanistic Interpretability Benchmark Representational analysis of binding in language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.179106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e775a01-b83c-4e15-a867-5396a83a81e1 · outbound

This paper cites Discovering Variable Binding Circuitry with Desiderata.

MIB: A Mechanistic Interpretability Benchmark Discovering Variable Binding Circuitry with Desiderata

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.183284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c66191-d82e-4b4c-bc30-4f7a22c119a5 · outbound

This paper cites The Llama 3 Herd of Models.

MIB: A Mechanistic Interpretability Benchmark The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.188043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff8a6b4-950a-4360-89a8-922232fa8346 · outbound

This paper cites and Voita, E.

MIB: A Mechanistic Interpretability Benchmark and Voita, E

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.192154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb92199-7342-4f6f-b00b-af85497cc4c4 · outbound

This paper cites A Primer on the Inner Workings of Transformer-based Language Models.

MIB: A Mechanistic Interpretability Benchmark A Primer on the Inner Workings of Transformer-based Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.196854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b767b015-fce1-45bd-a0a0-6e26202630f3 · outbound

This paper cites Causal analysis of syntactic agreement mechanisms in neural language models.

MIB: A Mechanistic Interpretability Benchmark Causal analysis of syntactic agreement mechanisms in neural language models

Reference 22

Resolution: malformed identifier; no resolver link, observed 2026-08-16T12:19:44.202047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e20172b-b8be-442d-a86a-924ebef1a8ec · outbound

This paper cites Neural natural language inference models partially embed theories of lexical entailment and negation.

MIB: A Mechanistic Interpretability Benchmark Neural natural language inference models partially embed theories of lexical entailment and negation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.206991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcf78a62-d267-40a2-9454-b58de6ce52b1 · outbound

This paper cites Causal abstractions of neural networks.

MIB: A Mechanistic Interpretability Benchmark Causal abstractions of neural networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.211407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7cd494-b1de-4b9b-b4bd-199414ac0a7c · outbound

This paper cites Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability.

MIB: A Mechanistic Interpretability Benchmark Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.215403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 159477ae-8199-4e6c-a43d-f6747a5a828f · outbound

This paper cites an unresolved cited work.

MIB: A Mechanistic Interpretability Benchmark Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:19:45.367226Z

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 67f1e680-6a0c-47d3-a9b6-b37b11327c18 · outbound

This paper cites Interp B ench: Semi-synthetic transformers for evaluating mechanistic interpretability techniques.

MIB: A Mechanistic Interpretability Benchmark Interp B ench: Semi-synthetic transformers for evaluating mechanistic interpretability techniques

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.357306Z

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 e3a7e579-4ccd-442c-9b1a-1fe259cccea9 · outbound

This paper cites Have faith in faithfulness: Going beyond circuit overlap when finding model mechanisms.

MIB: A Mechanistic Interpretability Benchmark Have faith in faithfulness: Going beyond circuit overlap when finding model mechanisms

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.347160Z

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 3c8c3784-55e0-4e75-9d32-8e0e035ce8c9 · outbound

This paper cites Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders.

MIB: A Mechanistic Interpretability Benchmark Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.235129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd644efd-5788-419a-93ac-a7ec2fd61c91 · outbound

This paper cites We Can't Understand AI Using our Existing Vocabulary.

MIB: A Mechanistic Interpretability Benchmark We Can't Understand AI Using our Existing Vocabulary

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.240029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7658cd3-5c92-46fe-9528-9509ba5e4241 · outbound

This paper cites RAVEL : Evaluating interpretability methods on disentangling language model representations.

MIB: A Mechanistic Interpretability Benchmark RAVEL : Evaluating interpretability methods on disentangling language model representations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.244630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd3b7a43-7c8d-4fad-81b7-f560faacd2fa · outbound

This paper cites Unified view of grokking, double descent and emergent abilities: A comprehensive study on algorithm task.

MIB: A Mechanistic Interpretability Benchmark Unified view of grokking, double descent and emergent abilities: A comprehensive study on algorithm task

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.335766Z

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 ba885556-53cf-4d31-baae-1fa6f2581c70 · outbound

This paper cites R., Ewart, A., and Sharkey, L.

MIB: A Mechanistic Interpretability Benchmark R., Ewart, A., and Sharkey, L

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.253838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b843f47-cb30-4d96-8fc5-11855fac63ec · outbound

This paper cites Mistral 7B.

MIB: A Mechanistic Interpretability Benchmark Mistral 7B

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.259346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3ceb61-fde3-4479-8660-b8ac8ed54565 · outbound

This paper cites MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning.

MIB: A Mechanistic Interpretability Benchmark MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.264200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e592365-1c9a-4636-b610-6edcf208eac5 · outbound

This paper cites S A E B ench: A comprehensive benchmark for sparse autoencoders, 2025.

MIB: A Mechanistic Interpretability Benchmark S A E B ench: A comprehensive benchmark for sparse autoencoders, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.316029Z

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 3a193065-86e9-4816-bfa8-4f3f5cfcd559 · outbound

This paper cites and Janson, L.

MIB: A Mechanistic Interpretability Benchmark and Janson, L

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.302802Z

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 c350eff6-16c9-414e-b9a9-9ddc1a92f23b · outbound

This paper cites Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions.

MIB: A Mechanistic Interpretability Benchmark Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.278545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b56e95c5-7fb8-4489-902b-13c1ded5124a · outbound

This paper cites Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla.

MIB: A Mechanistic Interpretability Benchmark Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.288268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c21ef519-b60e-4c89-a65e-d15845d80eee · outbound

This paper cites Gemma S cope: Open sparse autoencoders everywhere all at once on G emma 2.

MIB: A Mechanistic Interpretability Benchmark Gemma S cope: Open sparse autoencoders everywhere all at once on G emma 2

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.292354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2910aa50-e957-464a-a09e-b15eb0c1cf74 · outbound

This paper cites J., and Tegmark, M.

MIB: A Mechanistic Interpretability Benchmark J., and Tegmark, M

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.291289Z

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 0baac6ee-5c28-4dd0-8abf-5d619f2577de · outbound

This paper cites and Tegmark, M.

MIB: A Mechanistic Interpretability Benchmark and Tegmark, M

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.301616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e365039e-a2d8-4544-b83e-afe3d88d5f50 · outbound

This paper cites J., Belinkov, Y., Bau, D., and Mueller, A.

MIB: A Mechanistic Interpretability Benchmark J., Belinkov, Y., Bau, D., and Mueller, A

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.305937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9028d7-99f1-403d-b8c0-05f8ddd9c967 · outbound

This paper cites J., and Belinkov, Y.

MIB: A Mechanistic Interpretability Benchmark J., and Belinkov, Y

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.310334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8347a5e6-4b61-4ee7-a6ec-8d22c4aadcef · outbound

This paper cites Circuit component reuse across tasks in transformer language models.

MIB: A Mechanistic Interpretability Benchmark Circuit component reuse across tasks in transformer language models

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.257719Z

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 88b197ba-be37-447b-a5c9-253da501e000 · outbound

This paper cites Transformer circuit evaluation metrics are not robust.

MIB: A Mechanistic Interpretability Benchmark Transformer circuit evaluation metrics are not robust

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.246129Z

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 fa9aeabb-d5a5-4bfd-b2f6-26e127fc5b48 · outbound

This paper cites ALMANACS: A Simulatability Benchmark for Language Model Explainability.

MIB: A Mechanistic Interpretability Benchmark ALMANACS: A Simulatability Benchmark for Language Model Explainability

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:19:44.887552Z

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 c055a362-2660-4f5e-bb09-28a5e43bac35 · outbound

This paper cites Missed causes and ambiguous effects: Counterfactuals pose challenges for interpreting neural networks.

MIB: A Mechanistic Interpretability Benchmark Missed causes and ambiguous effects: Counterfactuals pose challenges for interpreting neural networks

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.235059Z

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 bfbcb86d-4514-4b96-be4a-6b61d1c914f1 · outbound

This paper cites S., Sun, J., Todd, E., Bau, D., and Belinkov, Y.

MIB: A Mechanistic Interpretability Benchmark S., Sun, J., Todd, E., Bau, D., and Belinkov, Y

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.332367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabedd9d-baae-48f7-bd64-1f0fe3171c7d · outbound

This paper cites Attribution Patching : Activation Patching At Industrial Scale , 2023.

MIB: A Mechanistic Interpretability Benchmark Attribution Patching : Activation Patching At Industrial Scale , 2023

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.222449Z

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 d82fae5a-ff37-4040-a466-be814abc645e · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

MIB: A Mechanistic Interpretability Benchmark Progress measures for grokking via mechanistic interpretability

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.342604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af003af9-d57d-46c9-ae48-ebeee85d7c9d · outbound

This paper cites Arithmetic without algorithms: Language models solve math with a bag of heuristics.

MIB: A Mechanistic Interpretability Benchmark Arithmetic without algorithms: Language models solve math with a bag of heuristics

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.204428Z

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 f7c2436a-759a-4d3d-93fc-2f73b73764ec · outbound

This paper cites an unresolved cited work.

MIB: A Mechanistic Interpretability Benchmark Unresolved cited work

Reference 54

Resolution: verified exact; doi, observed 2026-08-16T12:19:44.575617Z

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 8a280f95-b32d-42ee-8efe-7172c061a9d1 · outbound

This paper cites Zoom in: An introduction to circuits.

MIB: A Mechanistic Interpretability Benchmark Zoom in: An introduction to circuits

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.355595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb3294d-a223-47c9-95fe-e7e1ccb215ea · outbound

This paper cites Chat GPT.

MIB: A Mechanistic Interpretability Benchmark Chat GPT

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.193351Z

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 e467ff9b-46bf-45ea-810c-7a1577522a47 · outbound

This paper cites T he W orld of an O ctopus: H ow R eporting B ias I nfluences a L anguage M odel`s P erception of C olor.

MIB: A Mechanistic Interpretability Benchmark T he W orld of an O ctopus: H ow R eporting B ias I nfluences a L anguage M odel`s P erception of C olor

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.365711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 617d4acc-1f71-43d3-a42e-bf911c5566b2 · outbound

This paper cites Direct and indirect effects.

MIB: A Mechanistic Interpretability Benchmark Direct and indirect effects

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.370867Z

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Observation bc420875-3adf-4312-85f4-9b7e819f0da7 · outbound

This paper cites R., Haklay, T., Belinkov, Y., and Bau, D.

MIB: A Mechanistic Interpretability Benchmark R., Haklay, T., Belinkov, Y., and Bau, D

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.375601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c5e45ca-ee17-459f-9526-0288e992fc1d · outbound

This paper cites Language models are unsupervised multitask learners.

MIB: A Mechanistic Interpretability Benchmark Language models are unsupervised multitask learners

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.166129Z

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 7cb43e06-e96b-4033-955b-29f703262ae3 · outbound

This paper cites Toward transparent AI: A survey on interpreting the inner structures of deep neural networks.

MIB: A Mechanistic Interpretability Benchmark Toward transparent AI: A survey on interpreting the inner structures of deep neural networks

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.385645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfe65e8-a641-4b35-a9be-8708ea59b0b0 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

MIB: A Mechanistic Interpretability Benchmark Gemma 2: Improving Open Language Models at a Practical Size

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.389775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af88365-fba6-440a-8db8-8c2c9d5d63be · outbound

This paper cites and Wiegreffe, S.

MIB: A Mechanistic Interpretability Benchmark and Wiegreffe, S

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.394397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b335c0b4-7620-42a0-a07d-a8875fc54da3 · outbound

This paper cites R., Materzynska, J., Chowdhury, N., Li, S., Andreas, J., Bau, D., and Torralba, A.

MIB: A Mechanistic Interpretability Benchmark R., Materzynska, J., Chowdhury, N., Li, S., Andreas, J., Bau, D., and Torralba, A

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.144937Z

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 bafc4f95-d018-43e8-b457-ab7e7916768d · outbound

This paper cites Open Problems in Mechanistic Interpretability.

MIB: A Mechanistic Interpretability Benchmark Open Problems in Mechanistic Interpretability

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.403261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2024cd65-c2f0-42b4-9238-235e5decdc44 · outbound

This paper cites Hypothesis testing the circuit hypothesis in LLM s.

MIB: A Mechanistic Interpretability Benchmark Hypothesis testing the circuit hypothesis in LLM s

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.131791Z

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 4be3bb3c-596e-41ff-8f4c-73844cad5954 · outbound

This paper cites Neural and conceptual interpretation of PDP models.

MIB: A Mechanistic Interpretability Benchmark Neural and conceptual interpretation of PDP models

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.120559Z

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 8b01a9d3-50db-44e1-9ef4-df33b7827098 · outbound

This paper cites A mechanistic interpretation of arithmetic reasoning in language models using causal mediation analysis.

MIB: A Mechanistic Interpretability Benchmark A mechanistic interpretation of arithmetic reasoning in language models using causal mediation analysis

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.107760Z

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 4e9c196b-b341-4acd-9a35-ed535fcaf0b0 · outbound

This paper cites Axiomatic attribution for deep networks.

MIB: A Mechanistic Interpretability Benchmark Axiomatic attribution for deep networks

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.095897Z

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 a48464b1-6400-44eb-81ac-bd3f8865dbf6 · outbound

This paper cites Attribution patching outperforms automated circuit discovery.

MIB: A Mechanistic Interpretability Benchmark Attribution patching outperforms automated circuit discovery

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.425522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00e92e82-b680-43db-8b5b-562772f559fd · outbound

This paper cites Linear Representations of Sentiment in Large Language Models.

MIB: A Mechanistic Interpretability Benchmark Linear Representations of Sentiment in Large Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.431272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58d770e9-5288-47a9-a52e-95f406d24dd5 · outbound

This paper cites Investigating gender bias in language models using causal mediation analysis.

MIB: A Mechanistic Interpretability Benchmark Investigating gender bias in language models using causal mediation analysis

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.435562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4622cb2e-3eb5-48f1-97fc-3ea60751501d · outbound

This paper cites R., Variengien, A., Conmy, A., Shlegeris, B., and Steinhardt, J.

MIB: A Mechanistic Interpretability Benchmark R., Variengien, A., Conmy, A., Shlegeris, B., and Steinhardt, J

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.072195Z

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 d145f84b-072e-461d-9725-16ea5ef63ab7 · outbound

This paper cites Answer, assemble, ace: Understanding how LM s answer multiple choice questions.

MIB: A Mechanistic Interpretability Benchmark Answer, assemble, ace: Understanding how LM s answer multiple choice questions

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.051671Z

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 4a6add0d-85b1-4107-8ff1-40ae29e543c3 · outbound

This paper cites an unresolved cited work.

MIB: A Mechanistic Interpretability Benchmark Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:19:45.033726Z

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 a23db8f0-df8a-41c6-8786-2add4f54c01e · outbound

This paper cites D., and Potts, C.

MIB: A Mechanistic Interpretability Benchmark D., and Potts, C

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.021012Z

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 e4670055-fc91-487f-9650-02c24615c8a9 · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

MIB: A Mechanistic Interpretability Benchmark AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.465708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 810c448a-957f-4077-be25-c39aa297cc9e · outbound

This paper cites Qwen2.5 Technical Report.

MIB: A Mechanistic Interpretability Benchmark Qwen2.5 Technical Report

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.471525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c8f33e0-d25e-4d84-98eb-68b458c52098 · outbound

This paper cites and Nanda, N.

MIB: A Mechanistic Interpretability Benchmark and Nanda, N

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.476379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0216a669-8cd6-4d19-80de-143332625da7 · outbound

This paper cites Interpreting and improving large language models in arithmetic calculation.

MIB: A Mechanistic Interpretability Benchmark Interpreting and improving large language models in arithmetic calculation

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:19:45.000056Z

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

Observation e8690118-a74a-46bd-b5af-241c19b7936e · outbound

This paper cites MQ u AKE : Assessing knowledge editing in language models via multi-hop questions.

MIB: A Mechanistic Interpretability Benchmark MQ u AKE : Assessing knowledge editing in language models via multi-hop questions

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-16T12:19:44.485555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6366d1e9-2358-4b4d-a9ef-ed0ae288c6f6 · inbound

Correcting Gradient-Based Circuit Localization via Interaction-Aware Backpropagation cites this paper.

Correcting Gradient-Based Circuit Localization via Interaction-Aware Backpropagation MIB: A Mechanistic Interpretability Benchmark

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:30.524426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631dce06-3a98-4fb6-90c6-92421f0be3ce · inbound

GKnow: Measuring the Entanglement of Gender Bias and Factual Gender cites this paper.

GKnow: Measuring the Entanglement of Gender Bias and Factual Gender MIB: A Mechanistic Interpretability Benchmark

Reference 53

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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 0380bb66-0e57-4391-a54d-9191c5e8e551 · inbound

WriteSAE: Sparse Autoencoders for Recurrent State cites this paper.

WriteSAE: Sparse Autoencoders for Recurrent State MIB: A Mechanistic Interpretability Benchmark

Reference 105

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

Observation 54662dba-3de8-42c9-b2ae-4e3f66a3b62e · inbound

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WriteSAE: Sparse Autoencoders for Recurrent State MIB: A Mechanistic Interpretability Benchmark

Reference 105

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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 e5a8f98e-83c7-4617-9496-6f0468b548d8 · inbound

WriteSAE: Sparse Autoencoders for Recurrent State cites this paper.

WriteSAE: Sparse Autoencoders for Recurrent State MIB: A Mechanistic Interpretability Benchmark

Reference 105

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T21:53:47.240269Z

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 a4ace506-8545-4824-b27f-8caf6bb7ed2f · inbound

WriteSAE: Sparse Autoencoders for Recurrent State cites this paper.

WriteSAE: Sparse Autoencoders for Recurrent State MIB: A Mechanistic Interpretability Benchmark

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:49:50.228598Z

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

Observation 47aad02f-4569-4385-a330-036cf92d48ec · inbound

From Circuit Evidence to Mechanistic Theory: An Inductive Logic Approach cites this paper.

From Circuit Evidence to Mechanistic Theory: An Inductive Logic Approach MIB: A Mechanistic Interpretability Benchmark

Reference 71

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

Observation eb5dc46d-99ca-4240-893c-f772b8b110c3 · inbound

Temporal Preference Concepts and their Functions in a Large Language Model cites this paper.

Temporal Preference Concepts and their Functions in a Large Language Model MIB: A Mechanistic Interpretability Benchmark

Reference 79

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:05:47.045442Z

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 c16647de-c97d-4f05-95fc-d49785494fdc · inbound

Temporal Preference Concepts and their Functions in a Large Language Model cites this paper.

Temporal Preference Concepts and their Functions in a Large Language Model MIB: A Mechanistic Interpretability Benchmark

Reference 79

Resolution: unresolved; no resolver link, observed 2026-07-12T17:03:44.315006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4222ef77-f29b-4ed0-a020-dd1b420116c2 · inbound

ToxiREX: A Dataset on Toxic REasoning in ConteXt cites this paper.

ToxiREX: A Dataset on Toxic REasoning in ConteXt MIB: A Mechanistic Interpretability Benchmark

Reference 288

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T04:43:07.056875Z

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 b7fbbf63-7d51-48b0-927c-cab0efac45f3 · inbound

Conditional Co-Ablation: Recovering Self-Repair Backups in Transformer Circuits cites this paper.

Conditional Co-Ablation: Recovering Self-Repair Backups in Transformer Circuits MIB: A Mechanistic Interpretability Benchmark

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:38:43.457359Z

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.