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.