Triple
T15974535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Suzy Welch |
E387409
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Real-Life MBA
The Real-Life MBA is a business book co-authored by Suzy Welch and Jack Welch that offers practical, experience-based guidance on leadership, management, and career success.
|
E1185636
|
NE FINISHED |
How this triple was built (4 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: The Real-Life MBA | Statement: [Suzy Welch, notableWork, The Real-Life MBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Real-Life MBA Context triple: [Suzy Welch, notableWork, The Real-Life MBA]
-
A.
On Board: The Insider’s Guide to Surviving Life in the Boardroom
On Board: The Insider’s Guide to Surviving Life in the Boardroom is a practical, experience-based book offering advice and insights on effective governance and boardroom dynamics.
-
B.
Masters of Scale
Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
-
C.
How to Make It in America
How to Make It in America is an HBO comedy-drama series that follows two young entrepreneurs hustling to succeed in New York City's fashion scene.
-
D.
The toughest job you'll ever love
"The toughest job you'll ever love" is the famous recruitment slogan of the Peace Corps, highlighting the challenging yet deeply rewarding nature of its volunteer service.
-
E.
The Hard Thing About Hard Things
The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Real-Life MBA Triple: [Suzy Welch, notableWork, The Real-Life MBA]
Generated description
The Real-Life MBA is a business book co-authored by Suzy Welch and Jack Welch that offers practical, experience-based guidance on leadership, management, and career success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Real-Life MBA Target entity description: The Real-Life MBA is a business book co-authored by Suzy Welch and Jack Welch that offers practical, experience-based guidance on leadership, management, and career success.
-
A.
On Board: The Insider’s Guide to Surviving Life in the Boardroom
On Board: The Insider’s Guide to Surviving Life in the Boardroom is a practical, experience-based book offering advice and insights on effective governance and boardroom dynamics.
-
B.
Masters of Scale
Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
-
C.
How to Make It in America
How to Make It in America is an HBO comedy-drama series that follows two young entrepreneurs hustling to succeed in New York City's fashion scene.
-
D.
The toughest job you'll ever love
"The toughest job you'll ever love" is the famous recruitment slogan of the Peace Corps, highlighting the challenging yet deeply rewarding nature of its volunteer service.
-
E.
The Hard Thing About Hard Things
The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
- F. None of above. chosen
Provenance (5 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1572b667c8190b28d0556e45422bb |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe8ce7788190a3e0aefc9a29d58a |
completed | May 9, 2026, 11:09 p.m. |
| NEDg | Description generation | batch_69ffbf50d5fc8190a045846f046e04cf |
completed | May 9, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfb1ed7c81908771dedce172707a |
completed | May 9, 2026, 11:13 p.m. |
Created at: April 10, 2026, 4:54 a.m.