Paper Citation Record · LEDGER

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2507.10000.

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

pith.paper-citation-record.v1
2507.10000 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:47:03.283825Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

23 of 23 outbound references displayed

verified exact2
verified fuzzy8
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19fe4d06-32fb-4ad4-b07d-f038fef512ef · outbound

This paper cites Bergstra and M.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Bergstra and M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:04.393836Z

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 980cbe36-6d54-4b25-bebb-b97cb8949dae · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:04.382844Z

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 10988918-90b2-4ba9-8934-8d47544ff7af · outbound

This paper cites Spacetimes with Semantics.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Spacetimes with Semantics

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:01.587199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2281e64a-4a48-4b45-a7f6-34a47bac433a · outbound

This paper cites Spacetimes with Semantics (II), Scaling of agency, semantics, and tenancy.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Spacetimes with Semantics (II), Scaling of agency, semantics, and tenancy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:01.668514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0418468-7169-40bd-8d1c-340ad21ca208 · outbound

This paper cites Spacetimes with Semantics (III) - The Structure of Functional Knowledge Representation and Artificial Reasoning.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Spacetimes with Semantics (III) - The Structure of Functional Knowledge Representation and Artificial Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:01.758347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa1c4d4-b9f7-48e0-996e-9a667d87ef19 · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:04.371900Z

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 aec59911-dde2-4233-8be0-9de0930e2812 · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:01.929309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f650644-b153-4b78-a937-5e930ef1a6b2 · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:04.360049Z

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 4c2b3c47-7eb1-40f3-ad42-6bb41d5b5217 · outbound

This paper cites Burgess and R.I.M Dunbar.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Burgess and R.I.M Dunbar

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:04.348949Z

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 25f3be0e-2c93-4a64-8e3e-e50d07fc08e1 · outbound

This paper cites Testing the Quantitative Spacetime Hypothesis using Artificial Narrative Comprehension (I) : Bootstrapping Meaning from Episodic Narrative viewed as a Feature Landscape.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Testing the Quantitative Spacetime Hypothesis using Artificial Narrative Comprehension (I) : Bootstrapping Meaning from Episodic Narrative viewed as a Feature Landscape

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:47:03.535168Z

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 4d4b43b4-47c2-4f6c-b7aa-8affad834c09 · outbound

This paper cites Testing the Quantitative Spacetime Hypothesis using Artificial Narrative Comprehension (II) : Establishing the Geometry of Invariant Concepts, Themes, and Namespaces.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Testing the Quantitative Spacetime Hypothesis using Artificial Narrative Comprehension (II) : Establishing the Geometry of Invariant Concepts, Themes, and Namespaces

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:47:03.515881Z

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 230748ff-92ba-48a5-a8ee-2df8e724bc5d · outbound

This paper cites Agent Semantics, Semantic Spacetime, and Graphical Reasoning.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Agent Semantics, Semantic Spacetime, and Graphical Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:02.303661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b351721e-88f7-4c6c-b054-1acb46ab74ae · outbound

This paper cites Cover and J.A.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Cover and J.A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:02.322203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915d795d-28a9-411e-999b-9af21b7b7cdc · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:04.317243Z

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 439abcae-3d7c-4893-846b-c64f61b06fa1 · outbound

This paper cites Trust, semantic learning, and monitoring.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Trust, semantic learning, and monitoring

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:04.212685Z

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 11baf887-d79d-4e90-b301-17a751a6d200 · outbound

This paper cites Kahneman.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Kahneman

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:04.092131Z

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 916a593e-fc2c-459e-8e9e-a550bc3700bd · outbound

This paper cites Lewis and C.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Lewis and C

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:04.022550Z

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 3cacb0cf-2014-4aba-8f25-41b760e683e1 · outbound

This paper cites Manning and H.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Manning and H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:03.897932Z

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 41dd4663-b74f-4353-b988-1e5d743c3392 · outbound

This paper cites A review on the attention mechanism of deep learn- ing.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model A review on the attention mechanism of deep learn- ing

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:03.752352Z

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 77a7541b-a27f-4a4c-9536-7db6ae263ad3 · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:03.628220Z

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 4ce1d61c-6cf6-4df4-a9b2-fae7dd77b099 · outbound

This paper cites Shannon and W.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Shannon and W

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:47:03.590607Z

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 cb91a070-0af5-4e06-a0f3-73db8a30f2fa · outbound

This paper cites Attention Is All You Need.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Attention Is All You Need

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:03.175142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a47fdca-0966-4ab1-bb66-3eda3a62061a · outbound

This paper cites an unresolved cited work.

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:47:03.578867Z

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

No inbound Pith citation observations are available.