Source Authority and Beta Wedge Audit
HF data is downloaded, processed, and mapped on top of a source authority contract where canonical taxonomies, research signals, benchmark scenarios, and job-market signals stay separate.
ready
Metrics
| status | ready |
| valid | True |
| sources classified | 7 |
| canonical sources | 4 |
| HF sources | 2 |
| public canonical occupation rows | 1016 |
| O*NET snapshot occupation rows | 1016 |
| O*NET snapshot task rows | 18796 |
| BLS OEWS occupation metadata rows loaded | 0 |
| BLS OEWS wage/employment fact rows loaded | 95 |
| BLS OEWS wage/employment SOC count | 95 |
| HF files verified | 15 / 15 |
| downloaded HF bytes | 186743670 |
| Economic Index SOC rows | 756 |
| Economic Index legacy wage/employment rows | 821 |
| GDPval task rows | 220 |
| HF mapped SOC rows | 907 |
| HF mapped SOC rows with legacy signals | 821 |
| runtime packets checked | 45564 |
| beta families audited | 11 |
| beta packets with HF refs | 11 |
| beta packets with GDPval refs | 11 |
| beta review verdicts | {'review_ready_human_gate_required': 11} |
Source Authority Layers
| Source | Authority Tier | Runtime Role | Version / Revision |
|---|---|---|---|
| onet | canonical_occupation_taxonomy | canonical role/SOC normalization baseline | 30.3 |
| bls_oews | canonical_labor_market_baseline | wage and employment baseline | May 2025 |
| anthropic_economic_index | hf_research_signal | AI task-exposure and workflow signal | db51ecb12920faef6df2b21dff6207ebcbc72c6f |
| openai_gdpval | hf_benchmark_scenario | GDPval task, sandbox, and rubric scenario signal | 11e7900cdcac61bc4daf59e65feb238acda98fbf |
| noc_2021 | canonical_occupation_taxonomy | Canadian occupation taxonomy baseline | 2021 version 1.0 |
| dais_onet_noc_crosswalk | taxonomy_crosswalk | SOC/NOC mapping support | github_latest_checked_2026-06-09 |
| microsoft_working_with_ai | public_baseline | occupational implications reference | publication_checked_2026-06-09 |
Beta Wedge Packets
| Family | Title | SOC | Verdict | Market Signals | HF Refs | GDPval Refs | HF Workflows |
|---|---|---|---|---|---|---|---|
| marketing | content writer | 27-3041 | review_ready_human_gate_required | 17 | 25 | 5 | 3 |
| sales | sales manager | 11-2022 | review_ready_human_gate_required | 673 | 25 | 5 | 3 |
| operations | operations manager | 11-1021 | review_ready_human_gate_required | 115 | 25 | 5 | 3 |
| finance | senior accountant | 13-2011 | review_ready_human_gate_required | 246 | 25 | 5 | 3 |
| administration | medical assistant | 29-1141 | review_ready_human_gate_required | 120 | 25 | 5 | 3 |
| customer_success | account manager | 11-2022 | review_ready_human_gate_required | 173 | 25 | 5 | 3 |
| people_hr | vice president human resources | 11-1021 | review_ready_human_gate_required | 11 | 25 | 5 | 3 |
| strategy_consulting | mds consultant - rn | 29-1141 | review_ready_human_gate_required | 2 | 25 | 5 | 3 |
| product | energy product manager vice president | 11-1021 | review_ready_human_gate_required | 1 | 25 | 5 | 3 |
| data_analytics | senior manager clinical data and reporting standards remote | 29-1141 | review_ready_human_gate_required | 3 | 25 | 5 | 3 |
| design_creative | technical writer | 27-3041 | review_ready_human_gate_required | 49 | 25 | 5 | 3 |
Checks
- PASS beta_packets_have_hf_mapping
- PASS beta_packets_have_job_market_refs
- PASS beta_wedge_audited
- PASS beta_wedge_has_gdpval_signal
- PASS beta_wedge_has_review_verdicts
- PASS bls_source_access_recorded
- PASS bls_wage_employment_cached_or_gap_recorded
- PASS canonical_baselines_present
- PASS hf_derived_maps_ready
- PASS hf_download_manifest_valid
- PASS hf_downloaded_files_verified
- PASS hf_ingest_summary_valid
- PASS hf_revisions_locked
- PASS hf_runtime_map_receipt_valid
- PASS hf_runtime_packet_layer_ready
- PASS hf_sources_do_not_replace_title_match
- PASS hf_sources_present
- PASS job_market_signals_not_canonicalized
- PASS onet_snapshot_ready
- PASS public_source_snapshot_valid
- PASS source_truth_ledger_valid
Known Limitations
- O*NET 30.3 now backs the local canonical occupation snapshot. BLS OEWS May 2025 remains a first-class source with explicit access/cached-parser status; wage and employment fact rows are parsed only from cached official files and are not invented when the VDS is blocked from BLS downloads.
- The source truth ledger records HF dataset authority and revisions, while the HF ingest manifest is the selected-file download proof.
- GDPval is used as a bounded scenario/rubric layer; bulk reference and deliverable payload runtime use remains blocked until cache and license review.