Paper Citation Record · LEDGER

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.07505.

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

pith.paper-citation-record.v1
2507.07505 v3

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:45:45.141174Z

measured 26 of 26 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 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

26 of 26 outbound references displayed

verified exact2
verified fuzzy12
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 748705d4-ff36-4096-9eae-d7ee7fa68d1f · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.059541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8915b75f-c34b-4ce3-a9dc-f5b48b756607 · outbound

This paper cites Attention Is All You Need.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Attention Is All You Need

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.063734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545deddd-2529-4a16-9651-0846bff17195 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:45:45.605959Z

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 e768a209-23fd-4ba8-85f0-46340dccccf9 · outbound

This paper cites (2025, April 14). Introducing GPT-4.1.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, April 14). Introducing GPT-4.1

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.596888Z

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 d9ff3f3f-2ed9-4e3e-9faf-e31954f0a4a6 · outbound

This paper cites (2025, July 7).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, July 7)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.587620Z

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 d154b17d-a7ed-4b39-a454-7bbedf8b4cf2 · outbound

This paper cites (2025, July 7).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, July 7)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.578329Z

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 f68ec031-adb6-4f7f-8381-af3cd0a3acc1 · outbound

This paper cites Vector Addition System Reachability Problem (A Short Self-Contained Proof).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Vector Addition System Reachability Problem (A Short Self-Contained Proof)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.081842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a797d5cd-8001-41a4-91cf-814fe8616ae1 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.084995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6edce0-0a4d-402c-91b5-51bd8e2b596c · outbound

This paper cites (2025, February 12).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, February 12)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.568267Z

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 6b0b8b52-b7c2-4d8f-a1e4-2197d4cf0ebe · outbound

This paper cites (2025, June 12).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, June 12)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.559497Z

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 6b62498f-d089-42d7-aa31-6b87351bc558 · outbound

This paper cites A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.094119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3279f679-9dfb-4e83-b120-91a1f635b755 · outbound

This paper cites (2025, April 30).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, April 30)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.549707Z

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 7f687d7f-79e8-4753-abd3-c78a87708974 · outbound

This paper cites (2025, April 10).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, April 10)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.540500Z

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 1da20c4a-b6b9-46c7-870b-2d2c8ca3884d · outbound

This paper cites (2025, June 18).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, June 18)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.531803Z

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 edcc0aa4-78a4-4bf0-9922-f948bdab96a3 · outbound

This paper cites (2025, June 5).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, June 5)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.522522Z

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 ec9f791f-00d6-4030-b55f-8d9c4638a605 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:45:45.512539Z

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 6615de0f-9bc1-4804-9f66-b0be8129fad6 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:45:45.502762Z

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 51901480-29c2-4262-80d5-eb93ae3e6831 · outbound

This paper cites (2025, May 8).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2025, May 8)

Reference 21

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:45:45.338173Z

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 09e14210-8547-4de4-9ad7-487ec5748f5a · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T18:45:45.246867Z

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 4cca0c21-c0b6-4354-bff0-e5993c12309e · outbound

This paper cites (2024, November 20).

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models (2024, November 20)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.493005Z

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 f72fcf2b-25e1-49f6-9dcb-94c1683da3f8 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.128789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5893eb26-2701-486a-8cb2-437418d56bb3 · outbound

This paper cites Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.131773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f89542f-eb81-4424-9965-74bc23d84492 · outbound

This paper cites The Sciences of the Artiﬁcial – Third Edition.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models The Sciences of the Artiﬁcial – Third Edition

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.483098Z

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 30dd8253-4972-438c-9e20-65089c5d4f38 · outbound

This paper cites The Society of Mind.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models The Society of Mind

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:45:45.472119Z

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 a354a811-a843-490e-b6e8-43eb716bdbf2 · outbound

This paper cites an unresolved cited work.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:45:45.462047Z

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 e92dd32c-918b-4b52-bee1-43e8617f30b7 · outbound

This paper cites https://doi.org/10.1007/978-3-642-35746-6_1.

Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models https://doi.org/10.1007/978-3-642-35746-6_1

Reference 7682

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:45.116343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.