Triple
T9871746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lee Eastman |
E239972
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Leopold Vail Epstein
Leopold Vail Epstein, better known as Lee Eastman, was an American entertainment lawyer and art collector best known for managing Paul McCartney’s business affairs and co-founding the music publishing company MPL Communications.
|
E825886
|
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: Leopold Vail Epstein | Statement: [Lee Eastman, birthName, Leopold Vail Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leopold Vail Epstein Context triple: [Lee Eastman, birthName, Leopold Vail Epstein]
-
A.
Isidore Epstein
Isidore Epstein was a rabbi and scholar best known for his work as editor of the English translation of the Babylonian Talmud for the Soncino Press.
-
B.
Abraham Epstein
Abraham Epstein was a prominent early 20th-century American social reformer and policy advocate known for his pioneering work on old-age security and the development of Social Security in the United States.
-
C.
Yehuda Epstein
Yehuda Epstein is a person whose specific public background or notable achievements are not clearly identifiable from the available information.
-
D.
Mikhail Epstein
Mikhail Epstein is a Russian-American literary theorist and cultural philosopher known for his work on postmodernism, Russian intellectual history, and the future of the humanities.
-
E.
Ben Epstein
Ben Epstein is an ambitious young New Yorker and aspiring fashion entrepreneur who serves as one of the central protagonists in the HBO series "How to Make It in America."
- 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: Leopold Vail Epstein Triple: [Lee Eastman, birthName, Leopold Vail Epstein]
Generated description
Leopold Vail Epstein, better known as Lee Eastman, was an American entertainment lawyer and art collector best known for managing Paul McCartney’s business affairs and co-founding the music publishing company MPL Communications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leopold Vail Epstein Target entity description: Leopold Vail Epstein, better known as Lee Eastman, was an American entertainment lawyer and art collector best known for managing Paul McCartney’s business affairs and co-founding the music publishing company MPL Communications.
-
A.
Isidore Epstein
Isidore Epstein was a rabbi and scholar best known for his work as editor of the English translation of the Babylonian Talmud for the Soncino Press.
-
B.
Abraham Epstein
Abraham Epstein was a prominent early 20th-century American social reformer and policy advocate known for his pioneering work on old-age security and the development of Social Security in the United States.
-
C.
Yehuda Epstein
Yehuda Epstein is a person whose specific public background or notable achievements are not clearly identifiable from the available information.
-
D.
Mikhail Epstein
Mikhail Epstein is a Russian-American literary theorist and cultural philosopher known for his work on postmodernism, Russian intellectual history, and the future of the humanities.
-
E.
Ben Epstein
Ben Epstein is an ambitious young New Yorker and aspiring fashion entrepreneur who serves as one of the central protagonists in the HBO series "How to Make It in America."
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3f5cc948190b03186b867c92229 |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e46f18148190a36af7e7d7487205 |
completed | April 5, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.