Triple
T6464344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
Brian Epstein
Brian Epstein was the English music entrepreneur best known as the manager who discovered and guided The Beatles to international fame in the 1960s.
|
E594194
|
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: Brian Epstein | Statement: [Epstein, isCategoryOf, Brian Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Epstein Context triple: [Epstein, isCategoryOf, Brian Epstein]
-
A.
George L. Harrison
George L. Harrison was an American lawyer and banker who served as president of the Federal Reserve Bank of New York in the early 20th century.
-
B.
Robert Stigwood
Robert Stigwood was an influential music and film impresario and manager, best known for guiding the careers of Cream and the Bee Gees and producing hit films like Saturday Night Fever and Grease.
-
C.
Malcolm McLaren
Malcolm McLaren was a British impresario, artist, and musician best known as the provocative manager of the Sex Pistols and a key figure in the 1970s punk movement.
-
D.
Paul McCartney
Paul McCartney is an English singer, songwriter, and multi-instrumentalist best known as a member of The Beatles and one of the most successful and influential musicians in popular music history.
-
E.
Charles Watts
Charles Watts was an American character actor known for his supporting roles in mid-20th-century film and television.
- 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: Brian Epstein Triple: [Epstein, isCategoryOf, Brian Epstein]
Generated description
Brian Epstein was the English music entrepreneur best known as the manager who discovered and guided The Beatles to international fame in the 1960s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Epstein Target entity description: Brian Epstein was the English music entrepreneur best known as the manager who discovered and guided The Beatles to international fame in the 1960s.
-
A.
George L. Harrison
George L. Harrison was an American lawyer and banker who served as president of the Federal Reserve Bank of New York in the early 20th century.
-
B.
Robert Stigwood
Robert Stigwood was an influential music and film impresario and manager, best known for guiding the careers of Cream and the Bee Gees and producing hit films like Saturday Night Fever and Grease.
-
C.
Malcolm McLaren
Malcolm McLaren was a British impresario, artist, and musician best known as the provocative manager of the Sex Pistols and a key figure in the 1970s punk movement.
-
D.
Paul McCartney
Paul McCartney is an English singer, songwriter, and multi-instrumentalist best known as a member of The Beatles and one of the most successful and influential musicians in popular music history.
-
E.
Charles Watts
Charles Watts was an American character actor known for his supporting roles in mid-20th-century film and television.
- 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.