Open Data catalog

What public WS Musings datasets exist, what they mean, which release produced them, and how they can be reproduced.

Data usage statement. Data describes the published governed corpus. Relationship absence is not proof of real-world absence; edge counts are not influence measures; stakeholder coverage is incomplete; evidence dates or geography may be missing or normalized; derived analytics should retain denominators. Reuse is subject to the site's documented usage and licensing terms; v7.32 asserts no new legal license.

18 downloadable public datasets

The catalog is metadata-first. Full datasets are fetched only when a download link is activated. These are static read-only public files—not a transactional API, dynamic query service, or write endpoint.

Versioned WS Musings public datasets
DatasetRecordsRelease, provenance, SHA-256LimitationsDownload
Issue selector registry
issues-json
1,139
JSON
7.28
v7.30 selector derived from canonical issue registry
0a1dbf4433bfe7134fdfc67fbc1a3afaff3287e4dfd2da0550cbafec6c7ffd0f
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Issue catalog CSV
issues-csv
1,139
CSV
7.28
Deterministic projection of v7.30 record index
f1bd5cdbd85dd11a39232849f6146a2f70161fe2796394d974b240b072de3f35
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download CSV
Canonical stakeholder roster
stakeholders-json
287
JSON
7.28
v7.27 canonical stakeholder roster
ad8d6c32e5512963eb4333a3747a074b74aedd9b8aa85a8ba4b6a5987ed59eca
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Stakeholder catalog CSV
stakeholders-csv
287
CSV
7.28
Deterministic projection of v7.30 record index
81cdcee4b1e5fd9e23c5c909cd253783cd0fa8b3912cc3b28aaf8b8cb84861ff
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download CSV
Governed relationships
relationships-json
71
JSON
7.28
v7.28 governed relationship registry
30c714d4712ba80624ead8b1a60963e70262ff2f97663f664e8fe67d5938cf7d
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Governed relationships CSV
relationships-csv
71
CSV
7.28
Deterministic projection of v7.30 record index
6052d409832d5efcb4405a6a6d0b41a9c7b53630e09c35a81dc86e93804f45b4
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download CSV
Relationship types
relationship-types
3
JSON
7.28
v7.28 relationship type registry
adf356b0aac0866812a4808465dd5afe6e6a582279107ed1d4e675b558974a16
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Relationship admission rules
admission-rules
2
JSON
7.28
v7.28 relationship admission rules
6b6c431bff1e13f53832da14deea6a0d7f4f3dac8097ee03024a0dac78a640b5
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Public evidence objects
public-evidence-json
178
JSON
7.28
v7.26 evidence-object registry
e4bbee029a147e8fc15a570bc5ddc5fa97ed2c2574c938525ff3483b3e50847d
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Supporting evidence metadata CSV
public-evidence-csv
49
CSV
7.28
Deterministic projection of distinct v7.28 supporting evidence records
6e71ac454a063579ee65abfb0cb04dea17a762ec919f3dd29a0d7b9592bc5307
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download CSV
Issue coverage gaps
issue-gaps
1,139
JSON
7.28
v7.28 issue coverage registry
375b9d1295f0e7068955384f721f69a3c1379fa1bc6c4556f6cc68f341f7d004
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Stakeholder coverage gaps
stakeholder-gaps
287
JSON
7.28
v7.28 stakeholder coverage registry
4fc6845813a959f2dcd093a8a3b88aef669b620e8e66433b94e7fd05060b06e4
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Observatory methods
observatory-methods
14
JSON
7.32
v7.29 deterministic method registry
c71390257135ca5f126b90b79254ceb36366710aba07b7ebbb2f7a43cd9eae85
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Observatory metrics
observatory-metrics
14
JSON
7.28
v7.29 deterministic metric registry
b6f9c951374feb77f90d966126c2221e23e4a50e5558ea03f1241e25b11b62ce
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Intersectionality Studio methods
studio-methods
16
JSON
7.32
v7.30 deterministic method registry
7776693028af3ac51de56764dfd1f285ee5647789ed305768d833e276262cbf9
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Decision Lens methods
decision-methods
8
JSON
7.32
v7.31 deterministic method registry
b13aff2ca42aabaf29ac06ce1dbb3c098de92e38190621da2a513d06244c3955
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
v7.27 to v7.28 governed release comparison
release-comparison
1
JSON
7.28
Stable-ID release comparison published with v7.29
5122da7d8c97665593c1db839e3f209d474e7a7a65204d8ac06b2634ef9dd7fe
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON
Correction ticket history
corrections
0
JSON
7.32
Published correction ticket registry
b5121de8599d78688e46ce5f14dae2ca149ccf0000e5c7eb02834bc7992f66ff
Describes the published governed corpus; absence is not proof of real-world absence and counts are not influence measures.Download JSON

Static read-only data API

/api/v1/catalog.json, /api/v1/release.json, and /api/v1/schemas/catalog.json are deterministic static JSON endpoints. They accept no user state and expose no POST, PUT, PATCH, DELETE, account, database, or write capability.

Lighthouse Research Object

The canonical object, constituent IDs, evidence states, relationships, provenance, explicit gaps, and build identity are available as deterministic static files.

Architecture, lineage, and reproducibility

Machine-readable contracts expose the governed component graph, Lighthouse BOM, provenance rules, deterministic fingerprint, and potential change impact without publishing local/private state.

Evaluation protocol and honest zero-state

Versioned schemas expose the task packet, voluntary response contract, demand taxonomy, public-safe ledger, validation snapshot, and privacy boundaries. Real external evaluations currently recorded: 0.

v7.41 open data

Assessment explainability ledger

Open deterministic, sharded explanations for every supplied K=2–K=7 group. Each group has separate closeness and intersectionality determinations, exact aggregate calculation traces, contextual diagnostics, counter-signals, missingness, and provenance. Every one of the 33,794 determinations also has a stable individual JSON artifact; listing pages still load precomputed group shards on demand.

Ledger manifest Assessment index JSON Schema

Governed open-query acquisition

Download the source routes and closeout requirements for 16,975 open research work items. These records preserve missingness and do not authorize evidence publication.

Explore the acquisition register · Open the manifest · Download the workbook