Paper Citation Record · LEDGER

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches

As of 15 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2605.18692.

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

pith.paper-citation-record.v1
2605.18692 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T18:21:03.906132Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T14:41:53.912796Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T06:19:37.412682Z

Reference resolution

5 of 5 outbound references displayed

verified exact4
verified fuzzy1
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef07b08b-b2fb-4dd4-8064-c70a04d4686e · outbound

This paper cites arXiv preprint arXiv:2509.23470 , year=.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches arXiv preprint arXiv:2509.23470 , year=

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:47.336528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a3aa1f17-ad8a-4237-8188-dbcc87884d01 · outbound

This paper cites T., and Jerome, N.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches T., and Jerome, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T05:14:35.746654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6acb6f25-126f-4be7-8e6b-092ea9d2c94c · outbound

This paper cites Let's Have a Conversation: Designing and Evaluating LLM Agents for Interactive Optimization.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches Let's Have a Conversation: Designing and Evaluating LLM Agents for Interactive Optimization

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:05:47.330358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fac8aae6-c9df-4a6c-9081-b5f37c618ba9 · outbound

This paper cites DualSchool: How Reliable are LLMs for Optimization Education?.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches DualSchool: How Reliable are LLMs for Optimization Education?

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:47.327809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 37ded63b-80c6-4fbc-9d11-0a25db3fdee7 · outbound

This paper cites Large Language Models for Supply Chain Decisions.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches Large Language Models for Supply Chain Decisions

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:47.333429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation e05c4c7c-d5f9-44a5-93d9-810d1eff5075 · inbound

Fusing Backdoors, Machine Learning, and Optimization for Large-Scale Parametric Mixed-Integer Programs cites this paper.

Fusing Backdoors, Machine Learning, and Optimization for Large-Scale Parametric Mixed-Integer Programs Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches

Reference 63

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T06:19:37.414145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.