Triple
T3246435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Starboy |
E68076
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Ben Diehl
Ben Diehl, better known as Benny Blanco, is a Grammy-winning American record producer and songwriter behind numerous chart-topping pop and hip-hop hits.
|
E346298
|
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: Ben Diehl | Statement: [Starboy, producer, Ben Diehl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Diehl Context triple: [Starboy, producer, Ben Diehl]
-
A.
Eric Roberts
Eric Roberts is an American actor known for his prolific film and television career, including an iconic turn as the villainous Time Lord known as the Master in the 1996 Doctor Who TV movie.
-
B.
Fred Ward
Fred Ward was an American character actor known for his rugged, everyman roles in films such as "Tremors," "The Right Stuff," and "Short Cuts."
-
C.
Paul Fix
Paul Fix was an American character actor best known for his numerous Western film and television roles, including his recurring part as Marshal Micah Torrance on the TV series "The Rifleman."
-
D.
Tom Berenger
Tom Berenger is an American actor best known for his roles in films such as "Platoon," "The Big Chill," and "Inception," often portraying tough, complex characters.
-
E.
Jeff Crowe
Jeff Crowe is a former New Zealand cricketer who played as a middle-order batsman and later became an ICC match referee.
- 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: Ben Diehl Triple: [Starboy, producer, Ben Diehl]
Generated description
Ben Diehl, better known as Benny Blanco, is a Grammy-winning American record producer and songwriter behind numerous chart-topping pop and hip-hop hits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Diehl Target entity description: Ben Diehl, better known as Benny Blanco, is a Grammy-winning American record producer and songwriter behind numerous chart-topping pop and hip-hop hits.
-
A.
Eric Roberts
Eric Roberts is an American actor known for his prolific film and television career, including an iconic turn as the villainous Time Lord known as the Master in the 1996 Doctor Who TV movie.
-
B.
Fred Ward
Fred Ward was an American character actor known for his rugged, everyman roles in films such as "Tremors," "The Right Stuff," and "Short Cuts."
-
C.
Paul Fix
Paul Fix was an American character actor best known for his numerous Western film and television roles, including his recurring part as Marshal Micah Torrance on the TV series "The Rifleman."
-
D.
Tom Berenger
Tom Berenger is an American actor best known for his roles in films such as "Platoon," "The Big Chill," and "Inception," often portraying tough, complex characters.
-
E.
Jeff Crowe
Jeff Crowe is a former New Zealand cricketer who played as a middle-order batsman and later became an ICC match referee.
- 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_69ad858e4c708190aa31d486cfee8a6a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf1a96148190b63bf46209712707 |
completed | March 8, 2026, 5:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3be35388190bbd1a296d7b1b3fa |
completed | March 12, 2026, 5:11 p.m. |
| NEDg | Description generation | batch_69b2fa0ed27c8190a32c153b44b7b2dd |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b312b273b48190a949e61b87722084 |
completed | March 12, 2026, 7:23 p.m. |
Created at: March 8, 2026, 3:09 p.m.