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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 21 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:01.455626Z digest=sha256:4c270016786aed7d287ad78357fb780867c2d246a73500132bff12ae63a80a00

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:01.503226Z digest=sha256:48c39c55d9b3d0bbb1a37c15466e64fe5850834bf089102aa7ab42b4f050162a

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.

source=pdf_text observed=2026-08-06T17:47:01.587199Z digest=sha256:3afe6e1d187bd5fb06468c37152109c85b1ceb44204965692ba5e16049259a7d

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.

source=pdf_text observed=2026-08-06T17:47:01.668514Z digest=sha256:6ef8bea46142b7389a87ceb807ebbf59fe67bc3b375bd8766683d134a8b5f803

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.

source=pdf_text observed=2026-08-06T17:47:01.758347Z digest=sha256:63ab5b3186c099c974df8dd62be81bf66d1e6cc4dc3055d671e17cd8914809d8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:01.833559Z digest=sha256:6fa239ba6aca9d36666ff115a2eb986ff6545becbd77731d2465a516cfb1e0bd

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.

source=pdf_text observed=2026-08-06T17:47:01.929309Z digest=sha256:d59ec0870931128ae458ea0b8e7d7bfde0359a7c1168016a727ee9fad84cbfbd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.015179Z digest=sha256:21b0d5474a09ce1b7f9ee0f316477d2d2a5d87e5d29425ca42549b30b7dcc2a1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.085776Z digest=sha256:daf79c9bdd2af295d9afd81b95f044309fd0a4d786bf369200041113393a9670

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.200618Z digest=sha256:ed08d3a6eba9358a80d1fef6439e345843e39b86dd6df4a1c62b9b862678f25f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.262086Z digest=sha256:804f340a5733ad805baab6117ee42607d78163bc017e3673e967ac1bc8058c68

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.

source=pdf_text observed=2026-08-06T17:47:02.303661Z digest=sha256:dd08968c1f8cf98e65f2a272892370692f6bc65719e28bb4f1718e22f44b44e5

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.

source=pdf_text observed=2026-08-06T17:47:02.322203Z digest=sha256:51bfc88ea31c8509ec6638e32da4ffaa821ed3da6483782e34b6410414b55569

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.335702Z digest=sha256:ca49a583a3ac59c81a1b9ebccd9f1a6a59c31da0d2b049afdd9fc2fdc762b2d2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.448733Z digest=sha256:6fb3e2cf94ac807f2234ff654fc0d55bbb989c79aa7a68fb468c376ebfbe6ce7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.510460Z digest=sha256:09df254d4793c41f42e6bb2f3603ea32418c355249bb8fe1d6b2b3b4ff027d86

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.632216Z digest=sha256:8a8faeca02ea2058d0dadc6c286a88009b10c9ddd3c512afc9ad0c12c07261e3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.699635Z digest=sha256:476727aef49c24990a738258a7605dc9105d101a07a6a932b1c3c1d1b1ec2761

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.813771Z digest=sha256:a91796b858493d895efe8e21770810420050b7ef9f6c06ed314619a327ada553

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:02.890143Z digest=sha256:7f89ec30d769abc5128ceda0e0f9244045d138e4b2986301bbdc6748df00f8b4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:03.033900Z digest=sha256:5ea99a8c040b00f137ae7e01b1b9c583531ac794b9388fee5f15c16fcedba1e3

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.

source=pdf_text observed=2026-08-06T17:47:03.175142Z digest=sha256:24691ea2a31b8db29a8c740525750e022d9e6bb4c111a7649f5ff88637967042

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:47:03.283825Z digest=sha256:5858678d002e44e781bdfc96e138e240811489265789a120573ad6dbf0ab6714

Pith citing papers

No inbound Pith citation observations are available.