Triple
T6464351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
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.
|
E597565
|
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: Abraham Epstein | Statement: [Epstein, isCategoryOf, Abraham Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abraham Epstein Context triple: [Epstein, isCategoryOf, Abraham Epstein]
-
A.
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."
-
B.
Max Eitingon
Max Eitingon was a German-Jewish psychoanalyst and close associate of Sigmund Freud, known for helping institutionalize psychoanalytic training and practice in Europe and the Middle East.
-
C.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
D.
Peretz Hirschbein
Peretz Hirschbein was a pioneering Yiddish playwright and theater director whose lyrical, often rural-themed dramas helped shape modern Yiddish theater in the early 20th century.
-
E.
Paul Epstein
Paul Epstein is a mathematician best known for his work on number theory and contributions related to the Riemann zeta function.
- 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: Abraham Epstein Triple: [Epstein, isCategoryOf, Abraham Epstein]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abraham Epstein Target entity description: 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.
-
A.
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."
-
B.
Max Eitingon
Max Eitingon was a German-Jewish psychoanalyst and close associate of Sigmund Freud, known for helping institutionalize psychoanalytic training and practice in Europe and the Middle East.
-
C.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
D.
Peretz Hirschbein
Peretz Hirschbein was a pioneering Yiddish playwright and theater director whose lyrical, often rural-themed dramas helped shape modern Yiddish theater in the early 20th century.
-
E.
Paul Epstein
Paul Epstein is a mathematician best known for his work on number theory and contributions related to the Riemann zeta function.
- 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_69c65fce95008190b821aafdddbe8296 |
completed | March 27, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69c660e0c6b48190bba7162153af6d80 |
completed | March 27, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6613a3d1881908a93ffdf3e98ee98 |
completed | March 27, 2026, 10:51 a.m. |
Created at: March 22, 2026, 4:49 p.m.