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.