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Browse › Convex and metric geometry › 089 Bounded-distortion L1 embeddings of planar and bounded-treewidth graphs

Planar Graph Metrics Embed into L1 with Constant Distortion

OpenAI · September 23, 2026

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Abstract

We prove that every finite connected planar graph with arbitrary positive real edge lengths embeds into real L1 with a universal distortion bound. This resolves the planar embedding conjecture positively.

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Notes

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work in progress

Collected automatically by AI tools (Claude Opus 5.5 and GPT-6 Astra, 2026-10-21) and not checked by a person. May be wrong or incomplete. Report an error.

Comments and discussion

  • Hung Le, OpenAI Math Dump Hits My Home (Rambling on Graphs, 2026-10-07; updated through 2026-10-20). Discusses both embedding claims and records an ongoing detailed reading of the planar proof, highlighting the column model and charts; the author reports increasing confidence while still working to internalize the argument. [family-level]

Formalization

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Digests and expositions

Elsewhere

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Cite

@misc{OAI:Planar-Graph-Metrics-Embed-into-L1-with-Constant-Distortion-September-23-2026,
  author = {{OpenAI}},
  title = {{Planar Graph Metrics Embed into $L_1$ with Constant Distortion}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Planar-Graph-Metrics-Embed-into-L1-with-Constant-Distortion-September-23-2026/paper.pdf}{OAI:Planar-Graph-Metrics-Embed-into-L1-with-Constant-Distortion-September-23-2026}},
  year = {2026}
}

Lean formalization

OpenAI provides Lean files for this family: lean/docs/089.md. The Lean statements have not been checked by people against the paper's claims.

Family 089: Bounded-distortion L1 embeddings of planar and bounded-treewidth graphs

Resolves the planar and bounded-treewidth cases of the Gupta–Newman–Rabinovich–Sinclair conjecture. Shortest-path metrics of finite connected graphs with arbitrary positive edge lengths embed into real L1 with universal distortion for planar graphs, and distortion depending only on treewidth for bounded-treewidth graphs. The corresponding multicommodity flow–cut gaps are uniformly bounded.

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