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What your agent reads

The request it copies

Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

Discovery files on teleon.dev

Read-only discovery is open. Keep TELEON_KEY in your own environment.

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Find and store

One record per entity, every revision kept.

teleon.dev/docs/entities-db holds canonical entity records and their annotation revisions. A record keeps its identity for life; every change to its description is a new, dated revision.

teleon.dev/docs/entities-dbDatabase cellhttpsjson
One entity's history
AttributeValueValid fromRecorded
licenseMIT2026-03-012026-10-20
licenseApache-2.02025-06-122026-02-02
maintainercore team2025-06-122026-02-02

Each change is a new revision with two dates; the record's ID stays the same.

What it does

Canonical IDs

Each entity resolves to one ID, whatever name it arrives under.

Revisions kept

Annotations are immutable revisions, so history reads back exactly.

Bitemporal facts

Attributes record when they were true and when they were learned.

The contract

Entities are stable; annotations append; links between entities live in the graph cell.

HoldsEntities and annotation revisions
HistoryValid time and record time
StoreS4 entities, leads and attributes
AccessRING-1 and services
Identifiers
  • swhid_content_index
  • teleon_fuzzy_entity_resolution/v1
Sample queryCopy
SELECT entity_id, attribute, value, valid_from, recorded_at FROM teleon_core.teleon_bitemporal_assertions WHERE entity_id = 'ent_00412' ORDER BY recorded_at DESC LIMIT 3;

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/healthRING-3Read the cell's health
GET/v1/entities/{id}RING-2Read an entity with its revisions

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/entities-db.

For agents

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

Agent prompt
Read https://teleon.dev/docs/entities-db.md and describe how revisions are stored. Read only.
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Words on this page

Full glossary
Bitemporal
A record that keeps two times: when a fact was true in the world and when the system learned it.
SWHID
Software Heritage identifier: a permanent ID made from a file's hash, such as swh:1:cnt: followed by 40 hex digits.