Triple
T13605976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Wizard of Lies |
E325061
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Frank DiPascali
Frank DiPascali was a key lieutenant in Bernie Madoff’s investment firm who played a central role in orchestrating and maintaining Madoff’s massive Ponzi scheme.
|
E1146906
|
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: Frank DiPascali | Statement: [The Wizard of Lies, character, Frank DiPascali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank DiPascali Context triple: [The Wizard of Lies, character, Frank DiPascali]
-
A.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
B.
Joseph Ficalora
Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
-
C.
Don Ierullo
Don Ierullo is a media entrepreneur best known for founding the global entertainment company Entertainment One.
-
D.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
E.
Donald Gennaro
Donald Gennaro is a lawyer representing InGen in the Jurassic Park franchise, known for his ill-fated visit to the dinosaur theme park.
- 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: Frank DiPascali Triple: [The Wizard of Lies, character, Frank DiPascali]
Generated description
Frank DiPascali was a key lieutenant in Bernie Madoff’s investment firm who played a central role in orchestrating and maintaining Madoff’s massive Ponzi scheme.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frank DiPascali Target entity description: Frank DiPascali was a key lieutenant in Bernie Madoff’s investment firm who played a central role in orchestrating and maintaining Madoff’s massive Ponzi scheme.
-
A.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
B.
Joseph Ficalora
Joseph Ficalora is a Brooklyn-based curator and community organizer best known for creating the Bushwick Collective, a prominent open-air street art gallery in New York City.
-
C.
Don Ierullo
Don Ierullo is a media entrepreneur best known for founding the global entertainment company Entertainment One.
-
D.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
-
E.
Donald Gennaro
Donald Gennaro is a lawyer representing InGen in the Jurassic Park franchise, known for his ill-fated visit to the dinosaur theme park.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb07e442c819086a8cbb967c03ad3 |
completed | April 12, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5da6a2081909dcc9785598e1196 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6b1a29481908c5c945ef801468d |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee7b5e3f0819091246455e239996a |
completed | May 9, 2026, 7:52 a.m. |
Created at: April 9, 2026, 9:50 p.m.