document-pipeline

Invoice pipeline in one call: PDF to structured Markdown (hallucination-guarded OCR), invoice field extraction, arithmetic verification, optional issuer enrichment.

Invoice pipeline in one call: PDF to structured Markdown (hallucination-guarded OCR), invoice field extraction, arithmetic verification, optional issuer enrichment. Flat 0.05/document (text PDFs to 20 pages, scans to 3).

UNRATEDListed

Overview

Grade?

UNRATED

0 of 30 paid calls toward a letter

Price

$0.05 per call

Paid calls

none yet

delivery unknown until someone pays

More info

Seller?

0xe3244a21…dfbb3188

URL

https://mart402.com/v1/document-pipeline

MCP server on this host: com.mart402/extract

Seen

first 6 days ago · last 11 hr ago

6 free handshakes

Payment

Pays through

— never asked

Offered on?

— never asked

Listed on?

Base

Score, from free handshakes onlyweights 2026.09.6

UN
RATED

0.171 liveness verified, no letter

To a letter · 30 paid calls

0 of 30

Held down by liveness · gap to 1.000 is 0.829: 0.000 uncertain ? + 0.829 short ? · 0.279 to D

How the composite of 0.171 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
livenesscosts the most it answered at all	0.75	0.00	0.000		0.000	−0.750	0
latency p95 it answered as fast as its class	0.25	0.68	0.682		0.171	−0.079	0
Composite	1.00		0.171	gap to 1.000 = 0.829 · 0.829 short · 0.000 uncertain	0.171	−0.829	−0.000

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check; price stability · nothing to score

The multiplication, written out

  0.750 × 0.000   liveness   
+ 0.250 × 0.682   latency p95
= 0.171           → UNRATED: 5 of 30 paid calls      weights 2026.09.6 · 5 samples · seed cap_01M3K8Q1EQBCEWZDYYJ3FNYD8Y|2026-09-01T04:44:06.385Z|2026.09.6

Verify it yourselfnpx teppi-check https://mart402.com/v1/document-pipelinecurl -s https://api.teppi.xyz/v1/trust/cap_01M3K8Q1EQBCEWZDYYJ3FNYD8Y