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.