Triple

T20739171
Position Surface form Disambiguated ID Type / Status
Subject Mary Kay Ash E509791 entity
Predicate notableWork P4 FINISHED
Object Mary Kay on People Management NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mary Kay on People Management | Statement: [Mary Kay Ash, notableWork, Mary Kay on People Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Kay on People Management
Context triple: [Mary Kay Ash, notableWork, Mary Kay on People Management]
  • A. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • B. The Human Factor in Business
    The Human Factor in Business is a seminal early 20th-century study by Seebohm Rowntree that examines workers’ welfare, industrial efficiency, and the social responsibilities of employers.
  • C. People Strategy: How to Invest in People and Make Culture Your Competitive Advantage
    "People Strategy: How to Invest in People and Make Culture Your Competitive Advantage" is a business and leadership book by Jack Altman that explains how organizations can build strong company cultures and HR practices to drive long-term performance.
  • D. Welcome Back, Kotter
    Welcome Back, Kotter is a 1970s American sitcom about a high school teacher returning to his inner-city alma mater to teach a class of remedial students known as the "Sweathogs."
  • E. Paying the Cost to Be the Boss
    "Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Kay on People Management
Target entity description: "Mary Kay on People Management" is a business and leadership book by cosmetics entrepreneur Mary Kay Ash that shares her principles and strategies for motivating, managing, and empowering people in the workplace.
  • A. The Human Equation: Building Profits by Putting People First
    "The Human Equation: Building Profits by Putting People First" is a management book by Jeffrey Pfeffer that argues companies achieve superior performance and profitability by investing in and prioritizing their employees.
  • B. The Human Factor in Business
    The Human Factor in Business is a seminal early 20th-century study by Seebohm Rowntree that examines workers’ welfare, industrial efficiency, and the social responsibilities of employers.
  • C. People Strategy: How to Invest in People and Make Culture Your Competitive Advantage
    "People Strategy: How to Invest in People and Make Culture Your Competitive Advantage" is a business and leadership book by Jack Altman that explains how organizations can build strong company cultures and HR practices to drive long-term performance.
  • D. Welcome Back, Kotter
    Welcome Back, Kotter is a 1970s American sitcom about a high school teacher returning to his inner-city alma mater to teach a class of remedial students known as the "Sweathogs."
  • E. Paying the Cost to Be the Boss
    "Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20d9d4c8190a2fd87f8a33c313d completed April 21, 2026, 12:17 a.m.
Created at: April 16, 2026, 12:32 p.m.