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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 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:01.455626Z digest=sha256:f6fc143661eb7faff8d80f67d5db0c7eb9cbf6a2c18ef4e0c95a0050fb52a981

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:01.503226Z digest=sha256:f9c7e43bc56b5d7f0b91222fe6b8205df16a9d5d80bdfac6e779a11a7dce823f

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:a018417eea39fdc699f2214d50c8c6f2e6eaa5a6c80be68716631871355b2a3d

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=sha256:498d2b9dcd0bcd38678f38c7568de97f19baebf4adef81c3df5237626c86cedd

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=sha256:1eb2a0bff9d54234f417d30ca41be80c496d45cf9f6653589cfc6f17f687824e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:01.833559Z digest=sha256:b52ae8bde826c2a786d8a7eaacb3a4c5d8ab4732f7db2a9c43431f6544c63abb

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=sha256:2892db041bf5e4737a51d1c1350f6cf7de1386ce775cb66166e985da321ada00

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.015179Z digest=sha256:070662a66d1fc6d64ce71e2822c3f13e794954907f1ad312b8bfab606ce53669

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.085776Z digest=sha256:cf52103c29cc1144ee5a2c5e70313a2d37966fad52b7d97a51f017b5a69e38a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.200618Z digest=sha256:b891d1bc2c1b050e97f648f1eb4a1998c4167dac2842c9c911abe561df0720f6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.262086Z digest=sha256:e7579330eca5ad029b893a90c9df2e7c121721b0f17205a95b89e9e9d42c00b9

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=sha256:56a06fd0335aceb0c1ae005eba22af39ffaca63cdb25f0ec80a801c1a07bb2d2

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=sha256:11bc5c2f6dc23fb6b76fd32fd6478097b6f5481790543066a773cb06fd3a8741

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.335702Z digest=sha256:1f3c7b7f132e7b6c9e72c3027989fceef430e5f494d0d400d39ca69aa9090411

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.448733Z digest=sha256:a6b73975f91e8f34078f2560ae63e960da85bf2c576b00b6acb5dbc54a37498a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.510460Z digest=sha256:c39ddeebcc642bb1fac36edb8204b65283f0c74029b14d54c7b0d16a44b4071e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.632216Z digest=sha256:0136d53ed2a502610ee38a719adddaa2e6281689fc0f59778914c34ae86c455d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.699635Z digest=sha256:67b7fc71f29354153a55b3784fece77db7e843475b1f7f8e0f89253bd7a683b3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.813771Z digest=sha256:7385c5986de4cd79d79b026096589837c9e8f103d769dc8477179944cee316aa

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:02.890143Z digest=sha256:c5fa6dd91f2c21552ab5a20589a2b4561f0546267e3f003f19f384353c3c9c89

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:03.033900Z digest=sha256:f6b7c733e159f82c81e169d6ee84d1ca636fa051b64c264342d47003d37f565a

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:e62c14475a485566b67e5c9d60164c604284b0497f1251e7708a29d0dc6db56e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:47:03.283825Z digest=sha256:d48b8c00521c8ca6ad134362a1041b260feb3ad538eb1ca027ff7544374592d6

Pith citing papers

No inbound Pith citation observations are available.