Paper Citation Record · LEDGER

Unambiguous Representations in Neural Networks: An Information-Theoretic Approach to Intentionality

As of 17 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2512.11000.

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

pith.paper-citation-record.v1
2512.11000 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:23:22.634145Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1860759e-d901-4f35-80ab-7c00edcd0b5e · outbound

This paper cites Representational theories of consciousness.

Unambiguous Representations in Neural Networks: An Information-Theoretic Approach to Intentionality Representational theories of consciousness

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-03T17:23:22.372918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6041cb-89bf-49f3-bb46-2444475e916b · outbound

This paper cites The Platonic Representation Hypothesis.

Unambiguous Representations in Neural Networks: An Information-Theoretic Approach to Intentionality The Platonic Representation Hypothesis

Reference 2004

Resolution: unresolved; no resolver link, observed 2026-08-03T17:23:22.240857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3caa69c-3266-44ca-aa37-e09d9da4204e · outbound

This paper cites This metric, originally applied to large cross-modal models by Huh et al., measures the alignment of representations across different network instances.

Unambiguous Representations in Neural Networks: An Information-Theoretic Approach to Intentionality This metric, originally applied to large cross-modal models by Huh et al., measures the alignment of representations across different network instances

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T17:23:22.634145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728e4387-2bdb-4ea1-a7ac-1c9dbaa4c75a · outbound

This paper cites Neurophenomenal structuralism.

Unambiguous Representations in Neural Networks: An Information-Theoretic Approach to Intentionality Neurophenomenal structuralism

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T17:23:22.556164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.