Paper Citation Record · LEDGER

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture

As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2502.04558.

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

pith.paper-citation-record.v1
2502.04558 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:22:25.893411Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T12:52:38.764427Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T06:07:41.667782Z

Reference resolution

19 of 19 outbound references displayed

verified exact3
verified fuzzy6
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8790a18a-eb9f-4c70-8a62-11585846b596 · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Octo: An Open-Source Generalist Robot Policy

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.815353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0954e5-2330-415d-becf-956fed52db32 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture OpenVLA: An Open-Source Vision-Language-Action Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.820521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c8c3d96-0a80-409f-9435-36407a4bfc72 · outbound

This paper cites VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.825232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49104845-8bbe-40f5-80f2-e82c68916960 · outbound

This paper cites Chapter 1 - cognitive computing: Concepts, architectures, systems, and applications,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Chapter 1 - cognitive computing: Concepts, architectures, systems, and applications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.176816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c6de033-ab98-4417-8a54-4933a7d2c566 · outbound

This paper cites An overview of the distributed integrated cognition affect and reflection DIARC architecture,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture An overview of the distributed integrated cognition affect and reflection DIARC architecture,

Reference 5

Resolution: verified exact; doi, observed 2026-08-08T22:22:25.926528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 99a8ac72-b0ac-45c3-a4ea-e9199a36f987 · outbound

This paper cites Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.838614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14b8f9fd-64d4-4854-98e0-48ae8e9c1452 · outbound

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

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.843383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15e9e1e3-74a8-4181-bfea-0e392ac41158 · outbound

This paper cites Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.847854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f23c532-60de-4b7f-b19a-08f18b903115 · outbound

This paper cites Generating chunks for cognitive architectures,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Generating chunks for cognitive architectures,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.162781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e275c62-e405-4a2d-a977-11d1fb33846c · outbound

This paper cites Exploiting Language Models as a Source of Knowledge for Cognitive Agents.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Exploiting Language Models as a Source of Knowledge for Cognitive Agents

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:22:26.017310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e52479b3-1435-490f-974d-db2a0a61208f · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture On the Opportunities and Risks of Foundation Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.860188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c96d6393-345a-4aa1-b6ef-4441d32f55d8 · outbound

This paper cites Language Models as Knowledge Bases?.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Language Models as Knowledge Bases?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.864312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2f2003-a97f-4d99-a638-aa24ae001eac · outbound

This paper cites Prompting as Probing: Using Language Models for Knowledge Base Construction.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Prompting as Probing: Using Language Models for Knowledge Base Construction

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.868837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f804c3-2103-4a89-b0c2-636c6bb023fc · outbound

This paper cites ReadPrompt: A readable prompting method for reliable knowledge probing,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture ReadPrompt: A readable prompting method for reliable knowledge probing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.150073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a6e1297-90d8-4929-aaec-ae139e208032 · outbound

This paper cites What is the limitation of multimodal LLMs? a deeper look into multimodal LLMs through prompt probing,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture What is the limitation of multimodal LLMs? a deeper look into multimodal LLMs through prompt probing,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.122825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a70ee84-cc75-49b4-af5c-b1cbf2133023 · outbound

This paper cites Implicit representations of meaning in neural language models,.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Implicit representations of meaning in neural language models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.109654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 58aff1d0-8c50-4ec2-a12d-df7eb2a09eb6 · outbound

This paper cites LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T22:22:25.889151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9827dd-004e-44a3-86d3-fd423f1a5dea · outbound

This paper cites Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-08T22:22:25.945533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d68d4d4d-8220-4990-80e0-92a4108c6c5c · outbound

This paper cites Available: https://aclanthology.org/2023.findings-emnlp.

Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture Available: https://aclanthology.org/2023.findings-emnlp

Reference 7479

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:22:26.136760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 9631f20b-ce9d-429a-9787-273310c0bcca · inbound

Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models cites this paper.

Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T06:07:41.669178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.