Triple
T979444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berklee College of Music |
E21132
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Charlie Puth
Charlie Puth is an American singer, songwriter, and record producer known for his polished pop hits, soulful vocals, and strong background in music theory and production.
|
E116447
|
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: Charlie Puth | Statement: [Berklee College of Music, hasAlumni, Charlie Puth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlie Puth Context triple: [Berklee College of Music, hasAlumni, Charlie Puth]
-
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.
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.
-
C.
Christopher Spelman
Christopher Spelman is a film composer best known for scoring movies such as "The Lost City of Z."
-
D.
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.
-
E.
Swae Lee
Swae Lee is an American rapper, singer, and songwriter best known as one half of the hip hop duo Rae Sremmurd and for his melodic, genre-blending solo work and hit collaborations.
- 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: Charlie Puth Triple: [Berklee College of Music, hasAlumni, Charlie Puth]
Generated description
Charlie Puth is an American singer, songwriter, and record producer known for his polished pop hits, soulful vocals, and strong background in music theory and production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charlie Puth Target entity description: Charlie Puth is an American singer, songwriter, and record producer known for his polished pop hits, soulful vocals, and strong background in music theory and production.
-
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.
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.
-
C.
Christopher Spelman
Christopher Spelman is a film composer best known for scoring movies such as "The Lost City of Z."
-
D.
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.
-
E.
Swae Lee
Swae Lee is an American rapper, singer, and songwriter best known as one half of the hip hop duo Rae Sremmurd and for his melodic, genre-blending solo work and hit collaborations.
- 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b479e8f081908183448c36244e1f |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1cde59ac8190a04e3412805bc130 |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac1d3b36c08190852dc68a1dc282f2 |
completed | March 7, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1ded444c81909a7b9f9e3869bd38 |
completed | March 7, 2026, 12:45 p.m. |
Created at: March 1, 2026, 7:40 p.m.