Paper Citation Record · LEDGER

InTraVisTo: Inside Transformer Visualisation Tool

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.13858.

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

pith.paper-citation-record.v1
2507.13858 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:19:54.138192Z

measured 33 of 33 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

33 of 33 outbound references displayed

verified exact2
verified fuzzy14
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1ef1275a-4533-459a-a095-935891fe43fc · outbound

This paper cites Evaluating large language models as agents in the clinic,.

InTraVisTo: Inside Transformer Visualisation Tool Evaluating large language models as agents in the clinic,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.047409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a33212-e8af-4a0f-9e6e-06c3f156b56e · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

InTraVisTo: Inside Transformer Visualisation Tool BloombergGPT: A Large Language Model for Finance

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.112230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e120f6-8395-4814-83c9-47ba4deddcc6 · outbound

This paper cites Training Compute-Optimal Large Language Models.

InTraVisTo: Inside Transformer Visualisation Tool Training Compute-Optimal Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.205180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43a24bee-3034-4d8d-be9e-96adbf596704 · outbound

This paper cites GPT-4 Technical Report.

InTraVisTo: Inside Transformer Visualisation Tool GPT-4 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.296717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773badbf-3898-49fa-a6ea-821f27ee9b45 · outbound

This paper cites Attention is all you need,.

InTraVisTo: Inside Transformer Visualisation Tool Attention is all you need,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:57.120824Z

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 7fd86f08-e8b1-46fd-8c73-f0321fd3d109 · outbound

This paper cites Survey of hallucination in natural language generation,.

InTraVisTo: Inside Transformer Visualisation Tool Survey of hallucination in natural language generation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.524219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31173789-7639-471f-8665-bc1d959b977f · outbound

This paper cites Exposing attention glitches with flip-flop language modeling,.

InTraVisTo: Inside Transformer Visualisation Tool Exposing attention glitches with flip-flop language modeling,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:56.935284Z

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 825c8457-34c1-4bfb-994d-802134064ad8 · outbound

This paper cites Formal Algorithms for Transformers.

InTraVisTo: Inside Transformer Visualisation Tool Formal Algorithms for Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.668567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcee3f26-3fb0-4da2-93e5-128eaf465652 · outbound

This paper cites Lan- guage models are unsupervised multitask learners,.

InTraVisTo: Inside Transformer Visualisation Tool Lan- guage models are unsupervised multitask learners,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:56.703930Z

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 b6f819db-e865-4fa4-aca9-24882c74ea7e · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

InTraVisTo: Inside Transformer Visualisation Tool Gemma: Open Models Based on Gemini Research and Technology

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.848732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2839df45-b4e1-4eac-a1c9-1c56291ea200 · outbound

This paper cites Mistral 7B.

InTraVisTo: Inside Transformer Visualisation Tool Mistral 7B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:51.930259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 208d8787-3f29-4714-ab2e-00b6e0122ab8 · outbound

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

InTraVisTo: Inside Transformer Visualisation Tool Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.053231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbfea1e-2c7b-4d33-ad90-e4f2c0085e5d · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

InTraVisTo: Inside Transformer Visualisation Tool Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.159403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e50dca-6d09-4305-be81-0a65a7de62a0 · outbound

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

InTraVisTo: Inside Transformer Visualisation Tool A Primer on the Inner Workings of Transformer-based Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.229487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7cbb5e-9cb4-417d-9f2c-b4a0586d78a0 · outbound

This paper cites (2020) Interpreting gpt: the logit lens.

InTraVisTo: Inside Transformer Visualisation Tool (2020) Interpreting gpt: the logit lens

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:56.559372Z

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 3815f852-b7e2-4f48-aaac-34a1da77e368 · outbound

This paper cites Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.

InTraVisTo: Inside Transformer Visualisation Tool Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.453501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee93a68-5ef4-49e2-9ad6-0c96816c8762 · outbound

This paper cites Future lens: An- ticipating subsequent tokens from a single hidden state,.

InTraVisTo: Inside Transformer Visualisation Tool Future lens: An- ticipating subsequent tokens from a single hidden state,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.697424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7f6fd2c-80d5-47a5-aff0-5810d420b968 · outbound

This paper cites Understanding intermediate layers using linear classifier probes,.

InTraVisTo: Inside Transformer Visualisation Tool Understanding intermediate layers using linear classifier probes,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:56.413211Z

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 e34ed5ad-611b-4fc3-be64-1b5bad4512c3 · outbound

This paper cites A multiscale visualization of attention in the transformer model,.

InTraVisTo: Inside Transformer Visualisation Tool A multiscale visualization of attention in the transformer model,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.852863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a5d45db-5580-4f1f-a1ea-894b69d842e6 · outbound

This paper cites Dodrio: Exploring transformer models with interactive visualization,.

InTraVisTo: Inside Transformer Visualisation Tool Dodrio: Exploring transformer models with interactive visualization,

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T16:19:56.192385Z

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 961bf720-fcac-4b85-b062-e76b3b1da0b9 · outbound

This paper cites LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models.

InTraVisTo: Inside Transformer Visualisation Tool LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:19:54.373676Z

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 bd5ee5a0-7cb6-43fc-802e-775df28ddf77 · outbound

This paper cites Elhage, N.

InTraVisTo: Inside Transformer Visualisation Tool Elhage, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:56.064639Z

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 086deec1-4369-4249-aa67-157dd2cc3636 · outbound

This paper cites Interpretability in the wild: a circuit for indirect object identification in GPT-2 small,.

InTraVisTo: Inside Transformer Visualisation Tool Interpretability in the wild: a circuit for indirect object identification in GPT-2 small,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:55.815786Z

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 2841cb67-e6cf-482d-be87-df355750c4b2 · outbound

This paper cites ”why should I trust you?.

InTraVisTo: Inside Transformer Visualisation Tool ”why should I trust you?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:53.347592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67435be4-859d-4c0c-9e04-3d043425e905 · outbound

This paper cites Causal abstractions of neural networks,.

InTraVisTo: Inside Transformer Visualisation Tool Causal abstractions of neural networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:55.603677Z

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 291f8cae-73b4-439b-b696-5721e76467c8 · outbound

This paper cites Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models.

InTraVisTo: Inside Transformer Visualisation Tool Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:53.549749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b7d8164-6eb0-4a46-bc59-6a5ec1fe7b0c · outbound

This paper cites Elhage, N.

InTraVisTo: Inside Transformer Visualisation Tool Elhage, N

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:55.382753Z

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 d007fba3-151a-435f-ac11-f25c722c8d2c · outbound

This paper cites Transformerlens,.

InTraVisTo: Inside Transformer Visualisation Tool Transformerlens,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:55.151737Z

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 80c372c1-4c08-4663-80f2-674424a7fe52 · outbound

This paper cites How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model,.

InTraVisTo: Inside Transformer Visualisation Tool How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:55.003350Z

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 4fe6c3da-5856-4a0d-a8df-643fcc48d582 · outbound

This paper cites Towards automated circuit discovery for mechanistic interpretability,.

InTraVisTo: Inside Transformer Visualisation Tool Towards automated circuit discovery for mechanistic interpretability,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:54.923829Z

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 3b38f175-78a0-4769-9292-c389860bb6cf · outbound

This paper cites Available: http://papers.nips.cc/paper \ files/paper/202 3/hash/efbba7719cc5172d175240f24be11280-Abstract-Conference.html.

InTraVisTo: Inside Transformer Visualisation Tool Available: http://papers.nips.cc/paper \ files/paper/202 3/hash/efbba7719cc5172d175240f24be11280-Abstract-Conference.html

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:54.970219Z

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 10cb99e0-852e-4477-a1eb-249f33b8fd4b · outbound

This paper cites Available: http://papers.nips.cc/paper \ files/paper/202 3/hash/34e1dbe95d34d7ebaf99b9bcaeb5b2be-Abstract-Conference.html.

InTraVisTo: Inside Transformer Visualisation Tool Available: http://papers.nips.cc/paper \ files/paper/202 3/hash/34e1dbe95d34d7ebaf99b9bcaeb5b2be-Abstract-Conference.html

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:54.691660Z

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 ea8e5e38-cc7e-44cc-ba08-9f457fce4a51 · outbound

This paper cites Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.

InTraVisTo: Inside Transformer Visualisation Tool Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:19:52.597714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.