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Paper Citation Record · LEDGER

Holy Grail 2.0: From Natural Language to Constraint Models

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2308.01589.

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

pith.paper-citation-record.v1
2308.01589 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:22:55.603340Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:28:48.169991Z

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 ac312b69-5e2f-47b0-a027-037b26071538 · inbound

CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code cites this paper.

CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code Holy Grail 2.0: From Natural Language to Constraint Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T04:22:55.603340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:22:55.603340Z digest=sha256:38e6aba53a4cba8ad39d7971566073a167f8d22865a8c2c139f4e52e4ee61dec

Observation 711cae60-790e-46f7-a976-1784fce08b19 · inbound

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows cites this paper.

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Holy Grail 2.0: From Natural Language to Constraint Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:30.221747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:30.221747Z digest=sha256:dc463430e2cd0309e8d5376c87d1e08fb658f9bbfd9e5b671c36de06ef523c02

Observation 743bf790-aac0-47d3-8fc7-09cd025068a4 · inbound

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

DualSchool: How Reliable are LLMs for Optimization Education? Holy Grail 2.0: From Natural Language to Constraint Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:26:47.065915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:26:47.065915Z digest=sha256:54420a014c4ea0da28a806bbab4472e3d65c0892a045ac6d1cd362d0f08ba56c

Observation 44aab211-fbf3-405a-a0b2-aa0d236541ad · inbound

Language-Guided Generation for Personalized Inspection Planning cites this paper.

Language-Guided Generation for Personalized Inspection Planning Holy Grail 2.0: From Natural Language to Constraint Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:18:53.948161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:18:53.948161Z digest=sha256:d29486b606bd73b3fc4c6f34703dd33d405862c6b0f53641f712e0e724f523a8

Observation b8a51838-5ab7-44b6-bc01-16188e1fbe78 · inbound

LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs cites this paper.

LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs Holy Grail 2.0: From Natural Language to Constraint Models

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:28:48.259984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T04:28:46.653749Z digest=sha256:ed35110046e5f9776fc584a8379d3ae6ee55468f272c2cd567cb3222f672c3e0

Observation 16685d87-565c-443f-bc57-0a3eac28d7ce · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving Holy Grail 2.0: From Natural Language to Constraint Models

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T20:55:41.373260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:55:41.373260Z digest=sha256:f244a52037ea756f5d10964575a128c63a66121903ee3de3aec5c51bb942b151