Paper Citation Record · LEDGER

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2506.02204.

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

pith.paper-citation-record.v1
2506.02204 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:32:33.493899Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b90793ed-24ab-4917-8a99-217bcf350a10 · outbound

This paper cites Towards a Human-like Open-Domain Chatbot.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Towards a Human-like Open-Domain Chatbot

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.387732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ca4bc87-a907-4082-8d4f-d66e771a238a · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Deep Learning using Rectified Linear Units (ReLU)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.455420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5507af-5736-479d-8989-2b5039181798 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.509887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c9effec-752e-41ff-b8ca-4e86bc3f5c03 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:35.720342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6faf503-bc86-4292-8c59-28f7bcbff349 · outbound

This paper cites Longformer: The Long-Document Transformer.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Longformer: The Long-Document Transformer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.646154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9f37c8-11f3-4e93-a8a5-a72c350a845d · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.729007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d454d3-a0ed-4d90-9b7c-d361db7b2ac0 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:30.796810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d4c44b-623a-45b9-97a3-34b36e511d73 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:35.496121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00a006ad-9958-457f-9968-40686622c1fd · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:35.144336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9356aa0c-0fee-42e6-94c6-bfbb2286f6f7 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.101286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c54bee8-b03c-4552-9f7a-20877cfb7a98 · outbound

This paper cites Wright, and Kevin Leyton-Brown.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Wright, and Kevin Leyton-Brown

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.174897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e959c9fa-49a5-4842-ac69-b31d7f666ad1 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:34.775043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d806dfbb-19a7-441a-be91-e5c89c88849a · outbound

This paper cites What is Wrong with Perplexity for Long-context Language Modeling?.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models What is Wrong with Perplexity for Long-context Language Modeling?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.325398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26498bb1-f496-4ee5-981c-a2d2327ca820 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.404461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e1d120-f8d1-4482-a32e-79b58df81d98 · outbound

This paper cites Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.498469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6196930f-9655-4357-a026-9770a3a04c75 · outbound

This paper cites Scaling and evaluating sparse autoencoders.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Scaling and evaluating sparse autoencoders

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.556480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8a86e46-b4af-4838-8164-e2365af67d82 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.651541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a23c9b-4852-4a83-ae16-3458b8fdfe07 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.735392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ae42265-3bfd-41aa-985f-1fe4ef20f8ce · outbound

This paper cites Scaling Laws for Neural Language Models.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Scaling Laws for Neural Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.820709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a208eac-a134-4e61-a5bc-8d5cfb523b6d · outbound

This paper cites Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.856755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6190e1b7-d4ce-4800-9123-c51396bdc8d4 · outbound

This paper cites Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:31.922004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98fc0440-1658-44ca-8762-45935ceaeb53 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.042089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd29ee27-c979-46cb-8dc3-1a381cc3d306 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.093503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750abd68-540b-4a14-ae58-d1f175e64271 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.177010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b198a365-d1f6-4e0e-9268-6049902c26d3 · outbound

This paper cites Lundberg and Su-In Lee.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Lundberg and Su-In Lee

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.220045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa239c2d-0b86-47f0-b1d6-4e605b1c1684 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:34.603654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4c218e1-c0d2-44ec-9db0-abb429d0eee4 · outbound

This paper cites Paloma: A Benchmark for Evaluating Language Model Fit.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Paloma: A Benchmark for Evaluating Language Model Fit

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.328243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1387f9-073c-4dbe-99c5-90fb34390349 · outbound

This paper cites k-Sparse Autoencoders.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models k-Sparse Autoencoders

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.372507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fe38ca-521a-46cb-a6db-f839eb501990 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.456061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22996ef-1270-4ae0-b499-f0af8c9bc356 · outbound

This paper cites Sparse Autoencoders for Hypothesis Generation.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Sparse Autoencoders for Hypothesis Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.518082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a97efb-ba89-43b4-8c69-c294a59ce2a4 · outbound

This paper cites 2 OLMo 2 Furious.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models 2 OLMo 2 Furious

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.586962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e03158a7-45b2-4d6a-ad1b-3507f75dfb40 · outbound

This paper cites why should i trust you?.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models why should i trust you?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.697869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9295b773-42d0-48fa-b5a9-a1ee5ab6dd1b · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.773068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1fba95-4f9c-4244-b2a3-b67759ad9fd6 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:34.464013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 91270226-2f16-490a-b4f7-755027990324 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:34.341292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89ed208d-bbd8-4b75-9185-b47e5c119f9b · outbound

This paper cites Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:32.979857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05657507-bd86-4d91-b910-a2ef2ca5cdfe · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:33.048665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69591c4d-718a-48fb-8ae1-0dbb3a51e0d2 · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:33.107245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11d6189-b3e3-425a-a0a6-163d507857ca · outbound

This paper cites an unresolved cited work.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:33.232385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fce78916-08af-43fc-aed4-34a5549a9bb4 · outbound

This paper cites online" 'onlinestring :=.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:33.439872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e704057e-cc5c-4f8d-b668-4e84aac29bd9 · outbound

This paper cites write newline.

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:33.493899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.