Triple

T5754404
Position Surface form Disambiguated ID Type / Status
Subject Radio Silence E126928 entity
Predicate featuresArtist P1952 FINISHED
Object Yummy Bingham
Yummy Bingham is an American R&B and soul singer-songwriter known for her distinctive, youthful vocals and collaborations with prominent hip-hop and R&B artists.
 E544491 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: Yummy Bingham | Statement: [Radio Silence, featuresArtist, Yummy Bingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yummy Bingham
Context triple: [Radio Silence, featuresArtist, Yummy Bingham]
  • A. Big Boy
    "Big Boy" is the first released song by the Jackson 5, marking the group's recording debut before they rose to international fame with Motown.
  • B. Lickety Split
    Lickety Split is an ice cream and dessert shop located within Pantopia at Busch Gardens Tampa Bay.
  • C. Truly Scrumptious
    Truly Scrumptious is the spirited and kind-hearted daughter of a wealthy candy magnate who becomes the love interest of inventor Caractacus Potts in the musical film "Chitty Chitty Bang Bang."
  • D. Dunnigan
    Dunnigan is a small unincorporated community in Yolo County, California, known primarily as a rural agricultural area along Interstate 5.
  • E. Comer
    Comer is a surname most prominently associated with English actress Jodie Comer, known for her acclaimed role in the television series "Killing Eve."
  • 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: Yummy Bingham
Triple: [Radio Silence, featuresArtist, Yummy Bingham]
Generated description
Yummy Bingham is an American R&B and soul singer-songwriter known for her distinctive, youthful vocals and collaborations with prominent hip-hop and R&B artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yummy Bingham
Target entity description: Yummy Bingham is an American R&B and soul singer-songwriter known for her distinctive, youthful vocals and collaborations with prominent hip-hop and R&B artists.
  • A. Big Boy
    "Big Boy" is the first released song by the Jackson 5, marking the group's recording debut before they rose to international fame with Motown.
  • B. Lickety Split
    Lickety Split is an ice cream and dessert shop located within Pantopia at Busch Gardens Tampa Bay.
  • C. Truly Scrumptious
    Truly Scrumptious is the spirited and kind-hearted daughter of a wealthy candy magnate who becomes the love interest of inventor Caractacus Potts in the musical film "Chitty Chitty Bang Bang."
  • D. Dunnigan
    Dunnigan is a small unincorporated community in Yolo County, California, known primarily as a rural agricultural area along Interstate 5.
  • E. Comer
    Comer is a surname most prominently associated with English actress Jodie Comer, known for her acclaimed role in the television series "Killing Eve."
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02904dcf481909e4340a64ee1034e completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e434aa88190b56e721c002d31b8 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08be0a25481908ae868b2364fcc68 completed March 23, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69c08c926fc88190a3a06081c1da364e completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:49 p.m.