Paper Citation Record · LEDGER

Lilith: Developmental Modular LLMs with Chemical Signaling

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2507.04575.

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

pith.paper-citation-record.v1
2507.04575 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:48:45.963666Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy7
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8dc7a782-53cd-4c05-b96b-939b61242b21 · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell.

Lilith: Developmental Modular LLMs with Chemical Signaling Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:48.193955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3047e6b6-2340-481f-9d2e-5bc5463409c1 · outbound

This paper cites Building Machines That Learn and Think Like People.

Lilith: Developmental Modular LLMs with Chemical Signaling Building Machines That Learn and Think Like People

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:44.082343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059ded44-a39a-4a88-b9f1-ad2ed54832e7 · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.

Lilith: Developmental Modular LLMs with Chemical Signaling Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:44.199142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bc9150-010a-485c-bd29-5afb03f5aab1 · outbound

This paper cites Introduction to the Soar Cognitive Architecture.

Lilith: Developmental Modular LLMs with Chemical Signaling Introduction to the Soar Cognitive Architecture

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:47.995606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c75bcdf-a803-4800-a8ec-300cb86266c7 · outbound

This paper cites Anderson, Daniel Bothell, Michael D.

Lilith: Developmental Modular LLMs with Chemical Signaling Anderson, Daniel Bothell, Michael D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:47.672074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4a3e686-dfa0-4a06-b22f-22a90cce61ab · outbound

This paper cites Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation.

Lilith: Developmental Modular LLMs with Chemical Signaling Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:44.495995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1efa5c55-1c32-41a8-a2fd-f94b669458ff · outbound

This paper cites DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale.

Lilith: Developmental Modular LLMs with Chemical Signaling DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:44.601247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d746f18-13c6-4588-b09a-31d16b6c679d · outbound

This paper cites Neuroscience- Inspired Artificial Intelligence.

Lilith: Developmental Modular LLMs with Chemical Signaling Neuroscience- Inspired Artificial Intelligence

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:47.465437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b78a3892-1b86-4f68-ab37-ecabab511fd4 · outbound

This paper cites Elman, Elizabeth A.

Lilith: Developmental Modular LLMs with Chemical Signaling Elman, Elizabeth A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:47.257622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 619dcd01-c91e-44a0-b9a5-23d83e5fcc65 · outbound

This paper cites Neural Module Networks.

Lilith: Developmental Modular LLMs with Chemical Signaling Neural Module Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:44.937640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e8e8c5-1cd1-4111-98d1-1a1922e97f48 · outbound

This paper cites an unresolved cited work.

Lilith: Developmental Modular LLMs with Chemical Signaling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:47.003521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6c6f0b7-f918-4d33-a872-50ce2cb2b4b3 · outbound

This paper cites Bassett and Olaf Sporns.

Lilith: Developmental Modular LLMs with Chemical Signaling Bassett and Olaf Sporns

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:46.728146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b0bf8b0-6504-4a71-8fc3-20cf1cf74af1 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Lilith: Developmental Modular LLMs with Chemical Signaling Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:45.848675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32283f7-648e-4e8e-bf14-f913b5ab13eb · outbound

This paper cites Integrated information theory: from consciousness to its physical substrate.

Lilith: Developmental Modular LLMs with Chemical Signaling Integrated information theory: from consciousness to its physical substrate

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:46.517702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29071d69-66b4-48b9-8317-3a79006baefe · outbound

This paper cites an unresolved cited work.

Lilith: Developmental Modular LLMs with Chemical Signaling Unresolved cited work

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:45.296151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.