Link many things at once, in one edge.

teleon.dev/docs/hypergraph joins entities with edges that connect any number of members, such as a paper with its code, dataset and authors, and keeps acyclic hierarchies beside them.

teleon.dev/docs/hypergraphHypergraph storehttpsjsonmcp

Read the docs Copy the agent prompt

One hyperedge

reproduction_set he_901one edge, five members

members by role

paper_2210paper

repo_88code

ds_14dataset

a_3, a_9authors

A single edge joins everything needed to reproduce a paper.

What it does

Edges with many members

One hyperedge joins a paper, its code, its data and its authors.

Hierarchies too

Five-axis acyclic hierarchies sit beside the free-form edges.

Discovery walks

Personalized PageRank walks find related members fast.

The contract

A hyperedge has a type, members with roles, and a weight.

Edgesn-ary hyperedges with roles

Hierarchies5-axis, acyclic

DiscoveryPersonalized PageRank

AccessRING-2

Identifiers

boundless_hyperedge_s27
teleon_multimodal_similarity_request/v1

Execution contracts

Boundless k-ary hypergraph, 5-axis Poly-DAGs and 0-call multimodal similarity queues

Request and responseCopy

GET /v1/hypergraph/edges?member=paper_2210

# Response
{
  "edge": "he_901",
  "type": "reproduction_set",
  "members": {"paper": "paper_2210", "code": "repo_88",
              "dataset": "ds_14", "authors": ["a_3", "a_9"]}
}

Endpoints

Method	Path	Access	What it does	Status
`GET`	`/v1/hypergraph`	RING-2	Read edges and hierarchies	Listed
`GET`	`/v1/hypergraph/edges`	RING-2	Find edges for a member

Listed paths appear in the service’s published files today. In the one-host plan every path here is served under api.teleon.dev/v1/hypergraph.

How it connects

Reads from

Entities cellteleon.dev/docs/entities-db Similarityteleon.dev/docs/similarity

Feeds into

Searchteleon.dev/docs/search Frontier mapteleon.dev/docs/frontier

Queuesaq120 aq119

StoresS27 Boundless k-Ary Hypergraph and Similarity Store

For agents

Give your agent the read-only guide first. It reports back before any write.

Agent prompt

Read https://teleon.dev/docs/hypergraph.md and show the edges around one paper. Read only.

Copy

llms.txt Agent card MCP card

Words on this page

Full glossary

Hyperedge: A link that joins more than two things at once, such as a paper, its code, its dataset and its authors.
DAG: A directed acyclic graph: steps joined by one-way edges, so work flows forward in a known order.