Triple

T9578391
Position Surface form Disambiguated ID Type / Status
Subject Why Do Fools Fall in Love E231106 entity
Predicate mainSubject P3 FINISHED
Object Frankie Lymon
Frankie Lymon was an American rock and roll and doo-wop singer best known as the teenage lead vocalist of Frankie Lymon & the Teenagers, whose hit "Why Do Fools Fall in Love" became a landmark of 1950s popular music.
E809270 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: Frankie Lymon | Statement: [Why Do Fools Fall in Love, mainSubject, Frankie Lymon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frankie Lymon
Context triple: [Why Do Fools Fall in Love, mainSubject, Frankie Lymon]
  • A. Brian Hyland
    Brian Hyland is an American pop singer best known for his 1960s novelty and teen pop hits such as "Itsy Bitsy Teenie Weenie Yellow Polka Dot Bikini."
  • B. Freddy Cannon
    Freddy Cannon is an American rock and roll singer best known for his energetic 1950s–60s hits like "Tallahassee Lassie" and "Palisades Park."
  • C. Maurice Williams
    Maurice Williams is a writer best known for his work on the animated television special and series "Entergalactic," created by Kid Cudi and Kenya Barris.
  • D. Neil Sedaka
    Neil Sedaka is an American pop singer, pianist, and songwriter best known for a string of hit singles in the late 1950s and 1960s, including "Calendar Girl" and "Breaking Up Is Hard to Do."
  • E. Bobby Rydell
    Bobby Rydell was an American teen idol and pop singer of the late 1950s and early 1960s, known for hits like "Wild One" and "Volare."
  • 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: Frankie Lymon
Triple: [Why Do Fools Fall in Love, mainSubject, Frankie Lymon]
Generated description
Frankie Lymon was an American rock and roll and doo-wop singer best known as the teenage lead vocalist of Frankie Lymon & the Teenagers, whose hit "Why Do Fools Fall in Love" became a landmark of 1950s popular music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frankie Lymon
Target entity description: Frankie Lymon was an American rock and roll and doo-wop singer best known as the teenage lead vocalist of Frankie Lymon & the Teenagers, whose hit "Why Do Fools Fall in Love" became a landmark of 1950s popular music.
  • A. Brian Hyland
    Brian Hyland is an American pop singer best known for his 1960s novelty and teen pop hits such as "Itsy Bitsy Teenie Weenie Yellow Polka Dot Bikini."
  • B. Freddy Cannon
    Freddy Cannon is an American rock and roll singer best known for his energetic 1950s–60s hits like "Tallahassee Lassie" and "Palisades Park."
  • C. Maurice Williams
    Maurice Williams is a writer best known for his work on the animated television special and series "Entergalactic," created by Kid Cudi and Kenya Barris.
  • D. Neil Sedaka
    Neil Sedaka is an American pop singer, pianist, and songwriter best known for a string of hit singles in the late 1950s and 1960s, including "Calendar Girl" and "Breaking Up Is Hard to Do."
  • E. Bobby Rydell
    Bobby Rydell was an American teen idol and pop singer of the late 1950s and early 1960s, known for hits like "Wild One" and "Volare."
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1615d093c8190940037e9e0842db5 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.