Triple
T6464347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
Edward Epstein
Edward Epstein is a biographer and author known for his works on notable historical and political figures.
|
E594196
|
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: Edward Epstein | Statement: [Epstein, isCategoryOf, Edward Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Epstein Context triple: [Epstein, isCategoryOf, Edward Epstein]
-
A.
Kurt Eichenwald
Kurt Eichenwald is an American journalist and author known for his investigative reporting and nonfiction books on corporate crime and financial scandals.
-
B.
Steven Epstein
Steven Epstein is a renowned American classical music producer known for his Grammy-winning work on numerous acclaimed recordings.
-
C.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
-
D.
Bryan Burrough
Bryan Burrough is an American author and journalist best known for his narrative nonfiction works on finance, crime, and American history, including the book that inspired the film "Public Enemies."
-
E.
Scott Hornbacher
Scott Hornbacher is an American television producer and director best known for his work on the critically acclaimed series "Mad Men."
- 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: Edward Epstein Triple: [Epstein, isCategoryOf, Edward Epstein]
Generated description
Edward Epstein is a biographer and author known for his works on notable historical and political figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Epstein Target entity description: Edward Epstein is a biographer and author known for his works on notable historical and political figures.
-
A.
Kurt Eichenwald
Kurt Eichenwald is an American journalist and author known for his investigative reporting and nonfiction books on corporate crime and financial scandals.
-
B.
Steven Epstein
Steven Epstein is a renowned American classical music producer known for his Grammy-winning work on numerous acclaimed recordings.
-
C.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
-
D.
Bryan Burrough
Bryan Burrough is an American author and journalist best known for his narrative nonfiction works on finance, crime, and American history, including the book that inspired the film "Public Enemies."
-
E.
Scott Hornbacher
Scott Hornbacher is an American television producer and director best known for his work on the critically acclaimed series "Mad Men."
- 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_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a10305081909521ee200cf70a30 |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64be78ae48190b38390ed245694fb |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64cd369048190bc0702592083a909 |
completed | March 27, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64d911a1881908b280636365a4858 |
completed | March 27, 2026, 9:27 a.m. |
Created at: March 22, 2026, 4:49 p.m.