Triple
T40512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Time |
E800
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Marc Benioff
Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
|
E9389
|
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: Marc Benioff | Statement: [Time, owner, Marc Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Benioff Context triple: [Time, owner, Marc Benioff]
-
A.
Mitchell Kapor
Mitchell Kapor is an American entrepreneur and software pioneer best known for founding Lotus Development Corporation and co-creating the Lotus 1-2-3 spreadsheet, as well as for his philanthropy and advocacy in technology and civil liberties.
-
B.
Mark Zuckerberg
Mark Zuckerberg is an American technology entrepreneur and philanthropist best known as the co-founder and CEO of Facebook (now Meta Platforms).
-
C.
Marc Andreessen
Marc Andreessen is an American entrepreneur, software engineer, and venture capitalist best known as the co-creator of the Mosaic web browser and co-founder of Netscape and the venture capital firm Andreessen Horowitz.
-
D.
Edward Zuckerberg
Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
-
E.
Andrew S. Grove
Andrew S. Grove was a Hungarian-American engineer, businessman, and longtime Intel CEO who played a pivotal role in shaping the modern semiconductor industry and personal computing.
- 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: Marc Benioff Triple: [Time, owner, Marc Benioff]
Generated description
Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marc Benioff Target entity description: Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
-
A.
Mitchell Kapor
Mitchell Kapor is an American entrepreneur and software pioneer best known for founding Lotus Development Corporation and co-creating the Lotus 1-2-3 spreadsheet, as well as for his philanthropy and advocacy in technology and civil liberties.
-
B.
Mark Zuckerberg
Mark Zuckerberg is an American technology entrepreneur and philanthropist best known as the co-founder and CEO of Facebook (now Meta Platforms).
-
C.
Marc Andreessen
Marc Andreessen is an American entrepreneur, software engineer, and venture capitalist best known as the co-creator of the Mosaic web browser and co-founder of Netscape and the venture capital firm Andreessen Horowitz.
-
D.
Edward Zuckerberg
Edward Zuckerberg is an American dentist and technology enthusiast best known as the father of Facebook co-founder Mark Zuckerberg.
-
E.
Andrew S. Grove
Andrew S. Grove was a Hungarian-American engineer, businessman, and longtime Intel CEO who played a pivotal role in shaping the modern semiconductor industry and personal computing.
- 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24adf3640819095576e072fb5d9a8 |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a266e4c58c81909c75fea51ae16b48 |
completed | Feb. 28, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69a26997a62881908ed38f22184d8887 |
completed | Feb. 28, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a26a698f708190bf4e1f39dd27cf0f |
completed | Feb. 28, 2026, 4:09 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.