Paper Citation Record · LEDGER

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.13115.

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

pith.paper-citation-record.v1
2607.13115 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:23:58.572614Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact3
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2327b638-1818-493f-b4dc-7d0b96597fd5 · outbound

This paper cites Gilmer, S.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Gilmer, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:55.684267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d64cfa0a-f8e1-4216-9773-ae9968dc69a3 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:55.765263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2e9c58-6765-4b13-875c-bb6d2e170480 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:55.945227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57414ba-a6b3-4aa3-9aee-fc3ea31ffcbb · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.154214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291bf675-44d1-4d37-bb3b-8326df2e5de3 · outbound

This paper cites Duvenaud, D.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Duvenaud, D

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.271950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0995b0a3-978e-426e-80ac-50602cbe997a · outbound

This paper cites Molecular Graph Convolutions: Moving Beyond Fingerprints.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Molecular Graph Convolutions: Moving Beyond Fingerprints

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.324759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41fa8aea-a5dc-4bba-8f0f-0fd4006b6611 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-02T06:23:56.473887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7267a570-972c-423e-8592-5dd4a86908c9 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.564748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49a996b-c22b-429f-a81e-2221e961a669 · outbound

This paper cites Weininger, Smiles, a chemical language and information system.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Weininger, Smiles, a chemical language and information system

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.620000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbca24d-e41f-4bcd-9e11-8a453277d00c · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.759160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a99f124a-e627-48e8-9d28-2053c052a5d0 · outbound

This paper cites Kojima, S.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Kojima, S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:56.885151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30741f55-070d-4cab-b0bd-b1d2e41128f1 · outbound

This paper cites The Llama 3 Herd of Models.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.009049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6bd1213-7674-49ce-94fe-a80236f4117b · outbound

This paper cites Qwen2.5 Technical Report.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Qwen2.5 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.194889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf4ee4a-cd4e-4cd4-9a2e-0f86166632fb · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.251492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81de097f-6bea-43f0-bf5e-123ae9133fb1 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.324749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9833d725-9bf3-4de5-9a8e-86333cf6c8ef · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.434749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1a7bba-1d0a-4731-8cc3-e5d10aacc71e · outbound

This paper cites Rogers, M.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Rogers, M

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.536420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e25c10-951d-45cf-91aa-042ebc17a9a5 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.644752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b338a8-0415-4c0a-91b8-ed9fd20946b5 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.745191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 039bceff-87a7-48cd-ae65-5cebca12a0e9 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.864755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e3991c-d045-4f18-9070-05a4522bb601 · outbound

This paper cites Parameterized Explainer for Graph Neural Network.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Parameterized Explainer for Graph Neural Network

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:57.935204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcff22a-ae6d-4173-8568-8666ea15341a · outbound

This paper cites Galactica: A Large Language Model for Science.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Galactica: A Large Language Model for Science

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:58.025199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8ba59c-5c36-4167-96b9-9eaded10936f · outbound

This paper cites Edwards, T.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Edwards, T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:58.145163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429126b3-9497-4c5c-b132-890d30dab33d · outbound

This paper cites ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:58.264750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9decdecb-fc32-4233-bfe9-86fd7bcd1362 · outbound

This paper cites an unresolved cited work.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-02T06:28:32.542189Z

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 e8d04667-5971-4154-88d5-3de45908bd3f · outbound

This paper cites Common” and “Task.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools Common” and “Task

Reference 26

Resolution: verified exact; doi, observed 2026-08-02T06:28:32.395916Z

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 72b23894-b9f7-4cec-8727-12528f594a2a · outbound

This paper cites doi:10.1007/S10462-022-10306-1.

Improving Molecular Property Prediction in Small Language Models Using Graph-based Tools doi:10.1007/S10462-022-10306-1

Reference 6037

Resolution: verified exact; doi, observed 2026-08-02T06:28:32.719854Z

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.