Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T18:21:03.906132Z digest=sha256:ce7b4b66ea15c98cc5c32ddee42b4037bf7f2ab11c4e007529e73e8b962fbf8b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T18:21:03.906132Z digest=sha256:7ed2964a503786f5e009972a6baef1f9370fb159d85f4026c2ef366c1c90e2f0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T18:21:03.906132Z digest=sha256:e5d205a56bf0e292f7b02f308144e6b4b5859983d7febc8d9698f71daca1f98d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T18:21:03.906132Z digest=sha256:b011ed9cabb45d04001ff5eaf3e6c59ee271c5342c8ce2842f9a813896fc555a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T18:21:03.906132Z digest=sha256:6a18d2e2f16e0048bde57cbae9881db56c19ceb2d38882fdfc2c176f62ca339a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T14:41:53.912796Z digest=sha256:fb55417132e5353264c4740e0f69a29ca407320729d7208d3183c0779bc57a3d