Triple
T16097945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Bench |
E390533
|
entity |
| Predicate | judge |
P3169
|
FINISHED |
| Object |
Michael Corriero
Michael Corriero is an American jurist and television personality best known as one of the judges on the courtroom reality show "Hot Bench."
|
E1338151
|
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: Michael Corriero | Statement: [Hot Bench, judge, Michael Corriero]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Corriero Context triple: [Hot Bench, judge, Michael Corriero]
-
A.
Michael Corrente
Michael Corrente is an American film director and producer known for gritty, character-driven independent films such as "Federal Hill" and "Outside Providence."
-
B.
Greg Corrado
Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
-
C.
Joe Corallo
Joe Corallo is a comic book writer and editor known for his work on independent and genre titles in the modern comics scene.
-
D.
Anthony Di Iorio
Anthony Di Iorio is a Canadian entrepreneur and early cryptocurrency pioneer best known as one of the co-founders of Ethereum and founder of the blockchain company Decentral.
-
E.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
- 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: Michael Corriero Triple: [Hot Bench, judge, Michael Corriero]
Generated description
Michael Corriero is an American jurist and television personality best known as one of the judges on the courtroom reality show "Hot Bench."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Corriero Target entity description: Michael Corriero is an American jurist and television personality best known as one of the judges on the courtroom reality show "Hot Bench."
-
A.
Michael Corrente
Michael Corrente is an American film director and producer known for gritty, character-driven independent films such as "Federal Hill" and "Outside Providence."
-
B.
Greg Corrado
Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
-
C.
Joe Corallo
Joe Corallo is a comic book writer and editor known for his work on independent and genre titles in the modern comics scene.
-
D.
Anthony Di Iorio
Anthony Di Iorio is a Canadian entrepreneur and early cryptocurrency pioneer best known as one of the co-founders of Ethereum and founder of the blockchain company Decentral.
-
E.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff6551a48190afb7e0c61e22b541 |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b19cde0819088bb66e41796b3dc |
completed | May 14, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_6a052c02a8cc8190bba9db8bd0d3b7b5 |
completed | May 14, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052ca7b87c8190808537110bf69fb6 |
completed | May 14, 2026, 2 a.m. |
Created at: April 10, 2026, 4:59 a.m.