Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:12:50.596167Z
Paper Citation Record · LEDGER
The Geometries of Truth Are Orthogonal Across Tasks
As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 2 inbound Pith citation observations for arXiv:2506.08572.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T04:33:18.794505Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 7a816523-3f4d-4e7c-8336-9fa0fc2f0430 · outbound
This paper cites and Mitchell, T.
The Geometries of Truth Are Orthogonal Across Tasks and Mitchell, T
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.923765Z
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 fdadf7d6-0b97-4c25-a6a4-9c41f9b23a5b · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
The Geometries of Truth Are Orthogonal Across Tasks Training Verifiers to Solve Math Word Problems
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.511424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d46b1f6d-f2c3-4998-8afb-7a92ff7189c6 · outbound
This paper cites Overview of BioASQ 2023: The eleventh BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.
The Geometries of Truth Are Orthogonal Across Tasks Overview of BioASQ 2023: The eleventh BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
Reference 6
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T05:12:50.756579Z
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 0d6fe6ca-f479-4d1d-8c77-5114ae1c3cf5 · outbound
This paper cites Qwen2.5 Technical Report.
The Geometries of Truth Are Orthogonal Across Tasks Qwen2.5 Technical Report
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.552948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78fbc5a7-8128-476e-885c-d179a3af2fdc · outbound
This paper cites Squad: 100,000+ questions for machine comprehension of text.
The Geometries of Truth Are Orthogonal Across Tasks Squad: 100,000+ questions for machine comprehension of text
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.862091Z
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 68a83314-2eb5-40f5-be80-cce74d9f683d · outbound
This paper cites The curious case of hallucinatory (un) an- swerability: Finding truths in the hidden states of over- confident large language models.
The Geometries of Truth Are Orthogonal Across Tasks The curious case of hallucinatory (un) an- swerability: Finding truths in the hidden states of over- confident large language models
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.833388Z
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 2d2f3b26-4c0f-4691-8de4-96d66f13eec0 · outbound
This paper cites The Llama 3 Herd of Models.
The Geometries of Truth Are Orthogonal Across Tasks The Llama 3 Herd of Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.576538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3da771f1-423d-41e1-a4ec-d0bd72cc605e · outbound
This paper cites Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
The Geometries of Truth Are Orthogonal Across Tasks Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.587022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e0d57c7-be33-4da8-bda1-6d94d90879ff · outbound
This paper cites Efficient and effective uncertainty quan- tification for LLMs.
The Geometries of Truth Are Orthogonal Across Tasks Efficient and effective uncertainty quan- tification for LLMs
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.818717Z
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 8a2025f4-41bc-4e8f-b31d-7ca5b723881d · outbound
This paper cites Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification.
The Geometries of Truth Are Orthogonal Across Tasks Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.596167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69e8172e-79e4-4b76-a230-b909e09c80ff · outbound
This paper cites naacl-main.168/.
The Geometries of Truth Are Orthogonal Across Tasks naacl-main.168/
Reference 168
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.876766Z
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 e76b3977-1f0b-4562-8c44-c79d852e234e · outbound
This paper cites Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
The Geometries of Truth Are Orthogonal Across Tasks Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
Reference 2005
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.582391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46062009-825f-4954-b104-82f2c6ac7454 · outbound
This paper cites Phi-4 Technical Report.
The Geometries of Truth Are Orthogonal Across Tasks Phi-4 Technical Report
Reference 2011
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.548005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6879a36-f0eb-49b2-8cef-445cbb3b75ba · outbound
This paper cites Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results.
The Geometries of Truth Are Orthogonal Across Tasks Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
Reference 2016
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.562700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8b6cbbd-4d85-4015-9ea8-e9e0855089be · outbound
This paper cites Language Models (Mostly) Know What They Know.
The Geometries of Truth Are Orthogonal Across Tasks Language Models (Mostly) Know What They Know
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.522089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9dcffce-4308-4d50-ac1d-daaa504636d6 · outbound
This paper cites doi: 10.18653/v1/2021.naacl-main.
The Geometries of Truth Are Orthogonal Across Tasks doi: 10.18653/v1/2021.naacl-main
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.537593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6258e172-cb8c-4e24-bbf9-e7df31cd7f8c · outbound
This paper cites an unresolved cited work.
The Geometries of Truth Are Orthogonal Across Tasks Unresolved cited work
Reference 2022
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:12:50.893534Z
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 abb084d2-e365-4d4a-a746-b08ce9001e2c · outbound
This paper cites Internalinspector i2: Robust confidence estimation in llms through internal states.
The Geometries of Truth Are Orthogonal Across Tasks Internalinspector i2: Robust confidence estimation in llms through internal states
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.909264Z
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 da074706-ac79-4e63-8730-e7c5c84cc42c · outbound
This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.
The Geometries of Truth Are Orthogonal Across Tasks Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:50.516853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3444ad2-edf9-49b3-aa34-afc046328b4e · outbound
This paper cites Do an- droids know they’re only dreaming of electric sheep? In Findings of the Association for Computational Linguistics ACL 2024, pp.
The Geometries of Truth Are Orthogonal Across Tasks Do an- droids know they’re only dreaming of electric sheep? In Findings of the Association for Computational Linguistics ACL 2024, pp
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:50.847668Z
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.
Pith citing papers
Observation a7030172-2ca1-4e05-b0c0-9c2a6ef41927 · inbound
Reading Calibrated Uncertainty from Language Model Trajectories cites this paper.
Reading Calibrated Uncertainty from Language Model Trajectories The Geometries of Truth Are Orthogonal Across Tasks
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T05:45:23.979546Z
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 7b862aac-ce14-4a6a-9a7c-6f6f60f33134 · inbound
ToxiREX: A Dataset on Toxic REasoning in ConteXt cites this paper.
ToxiREX: A Dataset on Toxic REasoning in ConteXt The Geometries of Truth Are Orthogonal Across Tasks
Reference 135
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T04:43:06.699760Z
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.