AI Data

Data for model training, retrieval and agent grounding. Provenance, freshness and licensing, treated as engineering problems rather than marketing ones.

Model training
Retrieval
Agent grounding
Provenance

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fig. 04 · Retrieval and grounding

agent querygrounded

›

Which payments provider does Northwind Robotics use, and since when?

retrieved records3 of 3

1StripeREC·TECH-2291northwind.io/checkout · first seen Mar 2023web crawl
2BraintreeREC·TECH-2290northwind.io/checkout · removed Feb 2023web crawl
3Northwind RoboticsREC·CO-0412northwind.io · resolved record4 sources

answer3 of 3 cited

Northwind Robotics 3 uses Stripe 1, first seen in March 2023, after removing Braintree the month before 2.

every claim points at a recordgrounded

as training datajsonl

1{"id": "REC·TECH-2291", "name": "Stripe", "fact": "first seen Mar 2023", "src": "web crawl"}

2{"id": "REC·TECH-2290", "name": "Braintree", "fact": "removed Feb 2023", "src": "web crawl"}

3{"id": "REC·CO-0412", "name": "Northwind Robotics", "fact": "resolved record", "src": "4 sources"}

provenance travels with the row

Illustrative records. The companies shown are made up.

01
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01Data Engineering 02Labor Market Intelligence 03Technographics & SDK Intelligence 05Data Infrastructure 06Data Buyer's Guide

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