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Paper Citation Record · LEDGER

Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.12214.

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

pith.paper-citation-record.v1
2408.12214 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:34:52.249813Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:49:44.514365Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4355a32a-7796-4e4c-9757-a3c8988389aa · inbound

Enhancing CVRP Solver through LLM-driven Automatic Heuristic Design cites this paper.

Enhancing CVRP Solver through LLM-driven Automatic Heuristic Design Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T20:34:52.249813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:34:52.249813Z digest=sha256:03f091a4d95f1449e583ce8b8c863d9308ff7fdb4ba094bbeef94423133e6f04

Observation 71734018-45a2-49e7-81fc-bca3ace04510 · inbound

Learning with Foresight: Enhancing Neural Routing Policy via Multi-Node Lookahead Prediction cites this paper.

Learning with Foresight: Enhancing Neural Routing Policy via Multi-Node Lookahead Prediction Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:28:07.358099Z

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.

source=pdf_text observed=2026-05-20T07:24:01.922409Z digest=sha256:3e89aeee63a5f1919adfc1bd7160dc0a01cf8b05ff4ba98524325bd8a0c2c099

Observation 241c46f0-15bf-4ff6-831a-db0f1f75c428 · inbound

GeoRouteNet: A Geometry-Aware Non-Autoregressive Neural Solver for the Euclidean Traveling Salesman Problem cites this paper.

GeoRouteNet: A Geometry-Aware Non-Autoregressive Neural Solver for the Euclidean Traveling Salesman Problem Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:49:44.515779Z

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.

source=pdf_text observed=2026-06-26T09:27:40.182940Z digest=sha256:d4031789a0100a5e0907ec3f21aa32e7650d140940f4570c05559175252fb82f

Observation b9c64119-5866-4821-ae1b-7dd965f15083 · inbound

GeoRouteNet: A Geometry-Aware Non-Autoregressive Neural Solver for the Euclidean Traveling Salesman Problem cites this paper.

GeoRouteNet: A Geometry-Aware Non-Autoregressive Neural Solver for the Euclidean Traveling Salesman Problem Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T10:33:24.950301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:33:24.950301Z digest=sha256:86d96d3e22218ceac4fd60756ef4a3f9977579937905e8d00f6a900de883a11f

Observation 39d5095d-bc73-48d2-8154-90093ed32f2d · inbound

LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers cites this paper.

LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T17:18:09.501483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:18:09.501483Z digest=sha256:e31f66fa1626b047f02d25b2004ef73556aae364b81cd9849f8e91a21b56c669