Triple
T6464343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
Jeffrey Epstein
Jeffrey Epstein was an American financier and convicted sex offender whose high-profile connections and arrest for running a sex trafficking operation made him a central figure in a major international scandal.
|
E594193
|
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: Jeffrey Epstein | Statement: [Epstein, isCategoryOf, Jeffrey Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Epstein Context triple: [Epstein, isCategoryOf, Jeffrey Epstein]
-
A.
Harvey Weinstein
Harvey Weinstein is a former Hollywood film producer and co-founder of Miramax who became infamous after being convicted of multiple sex crimes following widespread allegations that helped ignite the #MeToo movement.
-
B.
Epstein
Epstein is a common Ashkenazi Jewish surname borne by numerous notable figures in fields such as literature, science, politics, and entertainment.
-
C.
Dominique Strauss-Kahn
Dominique Strauss-Kahn is a French economist and politician who served as head of the International Monetary Fund (IMF) before his career was derailed by high-profile sexual assault allegations.
-
D.
Robert Sylvester Kelly
Robert Sylvester Kelly is an American R&B singer, songwriter, and record producer known for his influential hits as well as his highly publicized criminal convictions related to sexual abuse.
-
E.
Bernie Madoff
Bernie Madoff was an American financier who orchestrated one of the largest Ponzi schemes in history, defrauding thousands of investors of billions of dollars.
- 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: Jeffrey Epstein Triple: [Epstein, isCategoryOf, Jeffrey Epstein]
Generated description
Jeffrey Epstein was an American financier and convicted sex offender whose high-profile connections and arrest for running a sex trafficking operation made him a central figure in a major international scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Epstein Target entity description: Jeffrey Epstein was an American financier and convicted sex offender whose high-profile connections and arrest for running a sex trafficking operation made him a central figure in a major international scandal.
-
A.
Harvey Weinstein
Harvey Weinstein is a former Hollywood film producer and co-founder of Miramax who became infamous after being convicted of multiple sex crimes following widespread allegations that helped ignite the #MeToo movement.
-
B.
Epstein
Epstein is a common Ashkenazi Jewish surname borne by numerous notable figures in fields such as literature, science, politics, and entertainment.
-
C.
Dominique Strauss-Kahn
Dominique Strauss-Kahn is a French economist and politician who served as head of the International Monetary Fund (IMF) before his career was derailed by high-profile sexual assault allegations.
-
D.
Robert Sylvester Kelly
Robert Sylvester Kelly is an American R&B singer, songwriter, and record producer known for his influential hits as well as his highly publicized criminal convictions related to sexual abuse.
-
E.
Bernie Madoff
Bernie Madoff was an American financier who orchestrated one of the largest Ponzi schemes in history, defrauding thousands of investors of billions of dollars.
- 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.