Triple
T6091396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Stanford Review |
E135773
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Vivek Ramaswamy
Vivek Ramaswamy is an American entrepreneur, author, and political figure known for founding the biopharmaceutical company Roivant Sciences and for his outspoken critiques of corporate “woke” capitalism.
|
E569805
|
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: Vivek Ramaswamy | Statement: [The Stanford Review, notableAlumnus, Vivek Ramaswamy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vivek Ramaswamy Context triple: [The Stanford Review, notableAlumnus, Vivek Ramaswamy]
-
A.
Todd Haberman
Todd Haberman is a film and television composer known for his work on the drama series "9-1-1."
-
B.
Pete Nance
Pete Nance is an American professional basketball player known for his collegiate career at Northwestern and North Carolina and as the son of former NBA All-Star Larry Nance.
-
C.
Greg Pence
Greg Pence is an American Republican politician and businessman serving as the U.S. Representative for Indiana’s 6th congressional district and is the older brother of former Vice President Mike Pence.
-
D.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
E.
J. D. Vance
J. D. Vance is an American politician and author, known for his memoir "Hillbilly Elegy" and for serving as a Republican U.S. Senator from Ohio.
- 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: Vivek Ramaswamy Triple: [The Stanford Review, notableAlumnus, Vivek Ramaswamy]
Generated description
Vivek Ramaswamy is an American entrepreneur, author, and political figure known for founding the biopharmaceutical company Roivant Sciences and for his outspoken critiques of corporate “woke” capitalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vivek Ramaswamy Target entity description: Vivek Ramaswamy is an American entrepreneur, author, and political figure known for founding the biopharmaceutical company Roivant Sciences and for his outspoken critiques of corporate “woke” capitalism.
-
A.
Todd Haberman
Todd Haberman is a film and television composer known for his work on the drama series "9-1-1."
-
B.
Pete Nance
Pete Nance is an American professional basketball player known for his collegiate career at Northwestern and North Carolina and as the son of former NBA All-Star Larry Nance.
-
C.
Greg Pence
Greg Pence is an American Republican politician and businessman serving as the U.S. Representative for Indiana’s 6th congressional district and is the older brother of former Vice President Mike Pence.
-
D.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
E.
J. D. Vance
J. D. Vance is an American politician and author, known for his memoir "Hillbilly Elegy" and for serving as a Republican U.S. Senator from Ohio.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c057ab7324819086d4708e6f9391c0 |
completed | March 22, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c12531d764819083e1bb37d8c81a6c |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c12964de988190a9673abe4140980e |
completed | March 23, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:12 p.m.