Triple
T10652277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry |
E250999
|
entity |
| Predicate | associatedWithAuthor |
P2830
|
FINISHED |
| Object | Marc Benioff |
E9389
|
NE FINISHED |
How this triple was built (2 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: Marc Benioff | Statement: [The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry, associatedWithAuthor, Marc Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Benioff Context triple: [The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry, associatedWithAuthor, Marc Benioff]
-
A.
Marc Benioff
chosen
Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
-
B.
Dick Costolo
Dick Costolo is an American entrepreneur and former stand-up comedian best known for serving as CEO of Twitter during its rapid growth and public offering in the early 2010s.
-
C.
John Donahoe
John Donahoe is an American business executive best known as the CEO of Nike, Inc. and former CEO of eBay and ServiceNow.
-
D.
Brian Krzanich
Brian Krzanich is an American engineer and business executive best known for serving as CEO of Intel Corporation from 2013 to 2018.
-
E.
John Chambers
John Chambers was an acclaimed American makeup artist best known for his groundbreaking prosthetic work on films like "Planet of the Apes," which earned him a special Academy Award.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff78ec88190a4d1863fe87245f6 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998af75588190bb9bb749460c5766 |
completed | April 11, 2026, 12:41 a.m. |
Created at: April 8, 2026, 9:06 p.m.