Triple
T16709456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oaktree Capital Management |
E406064
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Howard Marks
Howard Marks is an American investor and writer best known as the co-founder and co-chairman of Oaktree Capital Management and for his widely followed investment memos.
|
E1229748
|
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: Howard Marks | Statement: [Oaktree Capital Management, foundedBy, Howard Marks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard Marks Context triple: [Oaktree Capital Management, foundedBy, Howard Marks]
-
A.
Howard Marks
Howard Marks was a Welsh drug smuggler turned author and counterculture icon, best known for his autobiography "Mr Nice" and his larger-than-life persona.
-
B.
Seth Klarman
Seth Klarman is an American billionaire investor, hedge fund manager, and author, best known as the long-time head of Baupost Group and a leading proponent of value investing.
-
C.
William Bernstein
William Bernstein is an American film producer best known as a co-founder of the independent film studio Orion Pictures.
-
D.
Michael Burry
Michael Burry is an American investor and hedge fund manager best known for predicting and profiting from the U.S. housing market collapse before the 2008 financial crisis.
-
E.
David Meriwether
David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
- 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: Howard Marks Triple: [Oaktree Capital Management, foundedBy, Howard Marks]
Generated description
Howard Marks is an American investor and writer best known as the co-founder and co-chairman of Oaktree Capital Management and for his widely followed investment memos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard Marks Target entity description: Howard Marks is an American investor and writer best known as the co-founder and co-chairman of Oaktree Capital Management and for his widely followed investment memos.
-
A.
Howard Marks
Howard Marks was a Welsh drug smuggler turned author and counterculture icon, best known for his autobiography "Mr Nice" and his larger-than-life persona.
-
B.
Seth Klarman
Seth Klarman is an American billionaire investor, hedge fund manager, and author, best known as the long-time head of Baupost Group and a leading proponent of value investing.
-
C.
William Bernstein
William Bernstein is an American film producer best known as a co-founder of the independent film studio Orion Pictures.
-
D.
Michael Burry
Michael Burry is an American investor and hedge fund manager best known for predicting and profiting from the U.S. housing market collapse before the 2008 financial crisis.
-
E.
David Meriwether
David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
- 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_69d8838db21081909589220fd71440a4 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38650c3808190a561f22b169dc3ae |
completed | April 18, 2026, 1:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0091a739308190b4d645e096d1710b |
completed | May 10, 2026, 2:09 p.m. |
| NEDg | Description generation | batch_6a00935ad86881908c45cdb513313a1d |
completed | May 10, 2026, 2:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009a0bd7f8819090fb16d88108b96d |
completed | May 10, 2026, 2:45 p.m. |
Created at: April 10, 2026, 5:20 a.m.