Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:44:37.145815Z
Paper Citation Record · LEDGER
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models
As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2507.07484.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T19:22:00.821105Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T07:26:02.286125Z
Reference resolution
19 of 19 outbound references displayed
- verified exact0
- verified fuzzy8
- unresolved10
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3b0af270-d466-466d-81c0-e1de236def12 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:40.265044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f68a48fa-6e72-4827-acd1-733be2ce72f9 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:40.074873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fdaed75a-46b8-4754-ac03-cf075bc05ca2 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:39.927295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ed4e2e08-1963-4074-b5b5-58f97ac039df · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:39.761886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c861062-f881-4a7a-8c8f-c1eb51238047 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:39.573475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f789f129-31a1-4837-babc-f80786ea5640 · outbound
This paper cites You can schedule your lights to turn on at sunset, adjust the thermostat when you leave the house, or ensure your security cameras are armed automatically at night.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models You can schedule your lights to turn on at sunset, adjust the thermostat when you leave the house, or ensure your security cameras are armed automatically at night
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:39.393497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37d99d64-440a-4e0d-bb36-1b1cf5c812e0 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:39.250300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9eac2bae-d319-44e3-9a95-71615895c6b6 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:39.068354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c662f14-ff13-4049-9e40-b429d7f4638e · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:38.881022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f0f2c98-66fb-4a1f-b4f6-f5015ddc7822 · outbound
This paper cites unverified data.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models unverified data
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:38.693860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 36cb2886-ee26-4556-98da-55eae87d3edf · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:38.514790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 459cd7ee-90e4-4cb8-b341-9e975034ca00 · outbound
This paper cites an unresolved cited work.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:44:38.375289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71025793-c896-434c-91c4-bfa2dcd0278a · outbound
This paper cites some,” “many,.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models some,” “many,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:38.159002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0bb5bed0-e97b-4c4e-a768-ffe87aa567f1 · outbound
This paper cites <feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <feature>
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:37.976614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91e1c381-9e68-4e27-b4d2-a1dc03faadc3 · outbound
This paper cites <required_feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <required_feature>
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:37.813357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76d12e49-8405-47da-8a02-dd5fdee91e46 · outbound
This paper cites <required_feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <required_feature>
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:37.689296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33a6182b-610d-43e7-95d9-e38de1e43bcd · outbound
This paper cites <positive_feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <positive_feature>
Reference 17
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T18:44:37.577404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b245ac33-883c-4429-9c4e-c2d02ea80408 · outbound
This paper cites <negative_feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <negative_feature>
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:37.430807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8a5d35c2-6c15-4a6c-a013-0424f3fb7183 · outbound
This paper cites <unspecified_feature>.
Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models <unspecified_feature>
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:44:37.327162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation ef6f1387-1563-4eb7-8b9a-14af61bfaba2 · inbound
OGD4All: A Framework for Accessible Interaction with Geospatial Open Government Data Based on Large Language Models cites this paper.
OGD4All: A Framework for Accessible Interaction with Geospatial Open Government Data Based on Large Language Models Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T19:22:00.821105Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b38b574b-d31d-4e06-ad98-351078878d76 · inbound
Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest cites this paper.
Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:26:02.289492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.