Check what companies say against the data.

teleon.dev/docs/transcripts pulls measurable claims from earnings calls and checks each one against satellite and shipping data for the same period.

v32.0teleon.dev/docs/transcriptsClaims checkhttpsjson

Read the docs Copy the agent prompt

Three claims, checked

Claim	Checked against	Observed	Verdict
Shipments up about 20%	bills of lading	+18%	Consistent
New plant at full rate	night lights, thermal	partial	Diverges
Lean inventory at ports	AIS port waits	+2 days	Diverges

Each claim from the call is matched to shipping or satellite data, and the verdict and its confidence travel with the evidence.

What it does

Claims pulled from calls

Measurable statements, such as shipment growth or plant output, are extracted from each earnings call.

Checked against data

Each claim is compared with satellite readings and shipping records for the same period.

Verdicts with evidence

Every check returns a verdict and a confidence score, with the data it used.

The contract

A claim record holds the claim, the data it was checked against, the verdict and its confidence, plus source, license and read time.

StoreS118, added in v32.0

SourcesEarnings call claims

ChecksSatellite and shipping data

RecordsEach record carries its source, license and read time

Identifiers

transcripts.claim
transcripts.check

Execution contracts

Request and responseCopy

GET /v1/transcripts/claims?company=ent_4410&quarter=2026Q3&limit=2
Host: api.teleon.dev

# Response
{
  "claims": [
    {"id": "clm_5310", "company": "Meridian Holdings Ltd",
     "claim": "Shipments rose about 20% in the quarter",
     "check": {"data": "bills of lading", "observed": "+18%",
               "verdict": "consistent", "confidence": 86},
     "source": "earnings call, 2026-10-21", "license": "terms:transcript",
     "read_at": "2026-10-21T22:05:00Z"},
    {"id": "clm_5314", "company": "Meridian Holdings Ltd",
     "claim": "The new plant ran at full rate in September",
     "check": {"data": "night lights, thermal", "observed": "partial",
               "verdict": "diverges", "confidence": 74},
     "source": "earnings call, 2026-10-21", "license": "terms:transcript",
     "read_at": "2026-10-21T22:05:00Z"}
  ],
  "next_cursor": "c_f218"
}

Endpoints

Method	Path	Access	What it does
`GET`	`/v1/transcripts/claims`	RING-3	List claims by company, quarter or verdict
`GET`	`/v1/transcripts/claims/{id}`	RING-3	Read one claim with its check and evidence
`GET`	`/v1/transcripts/changes?since={cursor}`	RING-3	Stream new claims and verdicts since a cursor
`POST`	`/v1/transcripts/watches`	RING-2	Alert when a company's claims diverge from the data

Listed paths appear in the service’s published files today. This surface comes from the Teleon Omnibus Codex v1.0 to v50.0, Oct 25, 2026. In the one-host plan every path here is served under api.teleon.dev/v1/transcripts.

How it connects

Reads from

Satelliteteleon.dev/docs/satellite Maritimeteleon.dev/docs/maritime Supply chainteleon.dev/docs/supplychain EDGAR filingsteleon.dev/docs/edgar

Feeds into

Catalyst fusionteleon.dev/docs/catalysts Decision marketsteleon.dev/docs/futarchy

Queuesaq261-aq350

StoresS118 Earnings Claims and Ground Truth

For agents

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

Agent prompt

Read https://teleon.dev/docs/transcripts.md and show which claims from one earnings call diverge from the data. Read only.

Copy

llms.txt Agent card

Words on this page

Full glossary

Ground truth: Observed data, such as shipments, vessel positions or satellite readings, used to check a stated claim.
Bill of lading: The shipping document for a cargo: it names the shipper, the consignee, the goods and the vessel.
AIS: Automatic Identification System: radio messages that ships broadcast with their identity, position, course and speed.
Read time: When Teleon fetched a record from its source. It sits beside the source's own dates, so readers can judge how fresh each record is.