Triple

T523169
Position Surface form Disambiguated ID Type / Status
Subject 808s & Heartbreak E10861 entity
Predicate producer P490 FINISHED
Object Benny Blanco
Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
E67286 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: Benny Blanco | Statement: [808s & Heartbreak, producer, Benny Blanco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benny Blanco
Context triple: [808s & Heartbreak, producer, Benny Blanco]
  • A. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • B. Toby Gad
    Toby Gad is a German-born, Grammy-nominated songwriter and producer known for crafting hit pop and R&B songs for artists such as John Legend, Beyoncé, and Fergie.
  • C. Ryan Tedder
    Ryan Tedder is an American singer, songwriter, and record producer best known as the frontman of OneRepublic and for crafting hit songs for numerous major pop artists.
  • D. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • E. Pharrell Williams
    Pharrell Williams is an American singer, songwriter, producer, and fashion entrepreneur known for his influential work in pop and hip-hop music and his distinctive, genre-blending sound.
  • 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: Benny Blanco
Triple: [808s & Heartbreak, producer, Benny Blanco]
Generated description
Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benny Blanco
Target entity description: Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
  • A. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • B. Toby Gad
    Toby Gad is a German-born, Grammy-nominated songwriter and producer known for crafting hit pop and R&B songs for artists such as John Legend, Beyoncé, and Fergie.
  • C. Ryan Tedder
    Ryan Tedder is an American singer, songwriter, and record producer best known as the frontman of OneRepublic and for crafting hit songs for numerous major pop artists.
  • D. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • E. Pharrell Williams
    Pharrell Williams is an American singer, songwriter, producer, and fashion entrepreneur known for his influential work in pop and hip-hop music and his distinctive, genre-blending sound.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c66b91608190aff4623917cf3ae2 completed March 1, 2026, 11:06 p.m.
NEDg Description generation batch_69a4c735b70c8190b281c88bc8a4f888 completed March 1, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69a4c7a59c4881908d13d0f7eb0ba334 completed March 1, 2026, 11:11 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.