Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
3.1 KiB
QA sample — auctioneer
1 of 69 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.
Specialist (us)
Ad (first 2000 chars):
Company Description Selkirk Auctioneers & Appraisers is a full-service auction firm specializing in fine art, antiques, and bespoke collectibles, supported by a seasoned team of industry professionals. The company is dedicated to representing premier collections from across the United States through outstanding photography, expert catalog descriptions, and innovative marketing. Selkirk leverages cutting-edge public relations and communications strategies to attract qualified buyers and achieve the strongest possible sale results. Guided by a passion for the auction world, the team focuses on delivering exceptional outcomes and service to clients locally and worldwide.
Role Description
This is a Full-time on-site position.
• Manage consignor relationships throughout the auction cycle • Develop new client relationships for consignment • Coordinate with team to price and negotiate consignment inquiries • Manage physical inventory receipt, pick-up, and cataloguing of works • Research and construct catalogue notes for a large variety of works of different genres, periods, media, and price points • Maintain communication with artist authorities (Foundations, Estates, and Galleries) for relevant processes of authentication and expertise gathering • Collaborate with team on marketing plans for individual consignments • Proofread and provide ad hoc support during the final stages of catalogue development • Address auction related inquiries including condition reports • Contribute to the planning and execution auction day operations • Additional duties as assigned by the Executive Director Qualifications • Demonstrated expertise or strong interest in fine art, antiques, and collectible categories • Excellent research and valuation skills • Strong written communication skills for crafting clear, accurate, and engaging catalog descriptions and client correspondence. • Attention to detail and organizational skills for managing multiple consignments, deadlines, and auction sch
Extraction:
{
"hard_skills": [
"consignment management",
"inventory management",
"research and valuation",
"catalogue note construction",
"auction operations planning"
],
"tools": [
"auction platforms",
"online research tools",
"standard office software"
],
"methods": [],
"responsibilities": [
"relationship management",
"client development",
"pricing negotiation",
"physical inventory coordination",
"authentication process support",
"marketing collaboration",
"condition report addressing"
],
"qualifications": [
"bachelor’s degree in art history or related field",
"3-5 years equivalent professional experience",
"experience in cataloging",
"appraisal coursework/certifications (plus)"
],
"soft_skills": [
"written communication",
"attention to detail",
"organizational skills",
"customer service",
"interpersonal skills"
],
"seniority": "mid"
}