Command centre
hit findings in the case store
4.4% of the corpus has ground truth
labels that say YES, this is the subject
against labeled ground truth
Engine
- Brain reachable
- yes
- Engine configured
- yes
- Calibrated
- yes
- Brier score
- 0.3242
The label queue
Every unlabeled finding is a question the certificate cannot yet answer. This is the only number on the site that converts directly into accuracy.
862 labeled · 18,541 remaining · 97 positive
Open the label benchMeasured precision by source
Every figure in this table is measured against labels — none of it is declared. A source with no confirmed positive shows undefined— not 0%. “We have never confirmed a hit from this source” and “this source is always wrong” are different claims, and only one of them is supported.
This table does not yet drive the score. When values are fused, source weight comes from three hand-set integers in fusion.ts, not from the measured precision above. Learning it from these numbers is what L9 does, and L9 is not fitted.
Rows marked auto rest on machine-derived labels. The auto-labeller only writes labels for the objectively decidable, which skews the sample toward negatives, so those figures are provisional until a human confirms them.
| Source | Labels | Basis | Precision |
|---|---|---|---|
| bench:voter-nc | 520 | auto | 16% |
| crtsh | 86 | no positives | undefined |
| reddit-user | 71 | no positives | undefined |
| reddit-user-posts | 66 | no positives | undefined |
| github-user | 56 | no positives | undefined |
| reverse-phone | 43 | no positives | undefined |
| phoneinfoga | 12 | auto | 100% |
| people-search | 2 | no positives | undefined |
| llm-extract(firecrawl-leaf) | 2 | auto | 100% on 2 |
| wikidata-entity | 1 | no positives | undefined |
| whois | 1 | no positives | undefined |
| pipeline:email | 1 | auto | 100% on 1 |
Showing the 12 sources with the most labels. 1 more not shown.
Where you are
Anonymous- Anonymous
Run a real trace with no signup. You see the resolved identity, the top-ranked line, its calibrated confidence, which independent source families agreed, and how stale the record is. That is enough to judge whether the engine is any good — which is the point.
free, no account
- Free account
Full contact values instead of masked ones, your trace history, and shareable dossier links that persist.
free
- Connect your data
Attach your own Enformion, Endato or Apify key. Paid sources fire on YOUR account at YOUR rate, we clip nothing, and the deep record unlocks: address history, relatives, carrier and line status, cross-provider corroboration.
free — you pay your provider, not us
- Credits
No provider account of your own? Buy matches from us instead. You are charged for a MATCH, not a lookup — a trace that finds nothing costs nothing, which is the opposite of how hit-rate pricing works.
per right-party match
No account and no provider key on this request.
Metering
Durable: every metered call is written to Neon and the window count is a SUM over that table, so it holds across cold starts and across serverless instances.