Quality, completeness, and improvement queues

This screen shows the current corpus state without editorial promises or automatic publishing. It exposes coverage metrics, concrete issue groups, and routes to data that needs review.

Acceptance status

Working public version with an open completion queue

This summary is built from live metrics and shows where the corpus is already usable and where source, date, and language review is still needed.

Corpus readiness 58%
Dossiers and reading 336

2 378 chapters, section coverage 100%

Evidence base 49%

876 sources, 935 snapshots

Mentions 1 287

682 dated, 605 undated

Open queue 1 066

8 groups, 62 language versions

What to close first

P2 Dossiers without KZ version 31 P2 Dossiers without EN version 31 P1 Dossiers without structured biography 31

Coverage scorecard

Published dossiers
336
Canonical sources
876
RU coverage
100%
KZ coverage
91%
EN coverage
91%
Dossiers with chapters
100%
Event source coverage
14%
Relationship source coverage
0%
Corpus readiness
58%
Evidence integrity
49%
Monitoring dates
53%
Source snapshots
100%

Metrics are calculated from the published database; they describe layer readiness, not a legal or editorial judgement of described actors.

Open issue groups

Each group is built from the live database and includes bounded examples so an editor, analyst, or developer can see what needs work.

Tools →
8 active groups 1066 open items qazpolit.data-quality-issues.v1 contract
P2

Dossiers without EN version

English versions support external readers and integrations, but are published only after explicit preparation.

Next actionPrepare EN versions for externally useful profiles after RU evidence is stable.

Done whenPriority external-facing profiles have reviewed EN title, summary and readable sections.

open items
31
samples
10
  1. Абишев Асет
  2. Адам Мурат
  3. Airan/Айран
  4. Бажкенова Гульнара
  5. Бердецкий Кирилл
  6. Бейсеков Куаныш
P1

Dossiers without structured biography

Biography facts power cards, comparisons, and brief summaries, so they should be separated from free text.

Next actionExtract only sourced biographical facts into structured bio fields.

Done whenPublished person profiles expose enough sourced bio facts for cards and compare tables.

open items
31
samples
10
  1. Абишев Асет
  2. Адам Мурат
  3. Airan/Айран
  4. Бажкенова Гульнара
  5. Бердецкий Кирилл
  6. Бейсеков Куаныш
P2

Sources without archival snapshots

Public URLs can disappear, so priority sources need snapshots, hashes, or archival URLs.

Next actionCreate immutable source snapshots or archival/checksum records for priority citations.

Done whenPriority public citations have durable snapshot evidence.

open items
114
samples
10
  1. Редакционное досье: rus-part-5.md
    source #1059
  2. Кандидат-источник: instagram.com
    source #1060
  3. Кандидат-источник: instagram.com
    source #1061
  4. Кандидат-источник: instagram.com
    source #1062
  5. Кандидат-источник: t.me
    source #1063
  6. Кандидат-источник: tengrinews.kz
    source #1064
P3

Documents without precise profile anchors

Documents become more useful when a profile links to a specific text block rather than the whole file.

Next actionLink documents to exact text blocks only when aliases or source text support the anchor.

Done whenPublished documents cite profile facts at block or page level without synthetic anchors.

open items
1
samples
1
  1. Taizhan Mukhtar

Priority dossiers to finish

The live profile queue ranks source, relationship, monitoring, geography, and language-version work. It is an execution plan, not automatic publication.

Browse A-Z →
336 dossiers in work 8 featured 6 contract
Oyan, Qazaqstan Review events and relationships
Priority
563
Sources
82
Monitoring
8
Identity
0
Geo
0
Languages
complete
Human Rights Watch Review events and relationships
Priority
527
Sources
75
Monitoring
98
Identity
0
Geo
0
Languages
complete
Фонд Сороса Review events and relationships
Priority
352
Sources
47
Monitoring
14
Identity
0
Geo
0
Languages
complete

Corpus enrichment queue

These workstreams are generated from live quality metrics. They show what is already connected to the database and what still needs editorial review.

Open data → About →
P0

Key relationship review

Relationships appear in the graph only after source linkage and editorial review; archival cross-references stay in the queue.

Next actionExport the highest-traffic relationship queue and attach source-backed approve/reject decisions.

Done whenThe public graph can show reviewed evidence state for the priority relationship slice.

Links
6 556
Evidence
0
Readiness
0%
P0

Immutable source snapshots

Public URLs can change, so priority sources need snapshots or hashes.

Next actionMaterialize snapshots for cited sources that are already public and technically fetchable.

Done whenPriority citations resolve to a durable archive URL, content hash or stored source snapshot.

Snapshots
935
Sources
876
Coverage
100%
P1

Reviewable statement layer

Draft facts are already structured, but the public statement layer opens only after review.

Next actionSelect priority draft statements, add qualifiers and publish only reviewed source-backed facts.

Done whenProfile fact blocks can be inspected as statements with source, validity period and review state.

Drafts
687
Published
687
With evidence
687
P2

Monitoring dates and clusters

Mentions become useful when publication date, source, duplicate cluster and match quality are visible.

Next actionBackfill lawful publication dates, cluster reposts and surface source/date confidence.

Done whenApproved monitoring date coverage reaches 90% and profile mentions filter by period and source.

Approved
1 287
Dated
682
Undated
605
P2

QazGeo location review

Maps should expose accepted, reproducible locations rather than raw extraction candidates.

Next actionReview featured-profile candidates first and persist only accepted QazGeo locations.

Done whenFeatured profiles either have reviewed geo context or no public map claim.

Locations
31
Candidates
0
Reviewed
5
P3

Documents and text blocks

Primary documents should be segmented into citable blocks and linked back to profiles.

Next actionAdd OCR/page blocks and attach entity anchors only where document text supports the match.

Done whenPublished documents cite profile facts at precise block/page level.

Documents
3
Published
1
Blocks
84
P4

Analytical collection briefs

Collections should explain scope, inclusion criteria, source strength and unresolved questions.

Next actionWrite scope, inclusion criteria, source strength and unresolved-question notes for top collections.

Done whenTop collections read as analytical briefs, not only filtered profile indexes.

Dossiers
336
Chapters
2 378
Untranslated
62