Triple
T3275519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julia Michaels |
E68747
|
entity |
| Predicate | hasWritingCreditOn |
P47055
|
FINISHED |
| Object |
Sorry (Justin Bieber song)
"Sorry" is a 2015 tropical house-influenced pop song by Justin Bieber that became a global hit and one of his signature tracks.
|
E344219
|
NE FINISHED |
How this triple was built (5 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: Sorry (Justin Bieber song) | Statement: [Julia Michaels, hasWritingCreditOn, Sorry (Justin Bieber song)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sorry (Justin Bieber song) Context triple: [Julia Michaels, hasWritingCreditOn, Sorry (Justin Bieber song)]
-
A.
Say Something
"Say Something" is a 2013 emotional pop ballad by A Great Big World featuring Christina Aguilera that gained widespread acclaim for its sparse piano arrangement and heartfelt vocals.
-
B.
We Found Love
"We Found Love" is a globally successful dance-pop and electronic music single by Rihanna featuring Calvin Harris, known for its euphoric production and themes of intense, tumultuous love.
-
C.
Scream & Shout
"Scream & Shout" is a dance-pop and electro house single by will.i.am featuring Britney Spears that became a global hit known for its club-ready production and catchy hook.
-
D.
Can't Stop the Feeling!
"Can't Stop the Feeling!" is a 2016 upbeat pop song by Justin Timberlake, known for its feel-good dance vibe and association with the animated film Trolls.
-
E.
Rebecca Black Was Here
Rebecca Black Was Here is the debut extended play by American singer Rebecca Black, showcasing her transition from viral internet fame to a more mature pop 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: Sorry (Justin Bieber song) Triple: [Julia Michaels, hasWritingCreditOn, Sorry (Justin Bieber song)]
Generated description
"Sorry" is a 2015 tropical house-influenced pop song by Justin Bieber that became a global hit and one of his signature tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sorry (Justin Bieber song) Target entity description: "Sorry" is a 2015 tropical house-influenced pop song by Justin Bieber that became a global hit and one of his signature tracks.
-
A.
Say Something
"Say Something" is a 2013 emotional pop ballad by A Great Big World featuring Christina Aguilera that gained widespread acclaim for its sparse piano arrangement and heartfelt vocals.
-
B.
We Found Love
"We Found Love" is a globally successful dance-pop and electronic music single by Rihanna featuring Calvin Harris, known for its euphoric production and themes of intense, tumultuous love.
-
C.
Scream & Shout
"Scream & Shout" is a dance-pop and electro house single by will.i.am featuring Britney Spears that became a global hit known for its club-ready production and catchy hook.
-
D.
Can't Stop the Feeling!
"Can't Stop the Feeling!" is a 2016 upbeat pop song by Justin Timberlake, known for its feel-good dance vibe and association with the animated film Trolls.
-
E.
Rebecca Black Was Here
Rebecca Black Was Here is the debut extended play by American singer Rebecca Black, showcasing her transition from viral internet fame to a more mature pop sound.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasWritingCreditOn Context triple: [Julia Michaels, hasWritingCreditOn, Sorry (Justin Bieber song)]
-
A.
hasWrittenSongsFor
Indicates that one entity has composed songs specifically intended to be performed, recorded, or used by another entity.
-
B.
hasWrittenFor
Indicates that one entity has created written content (such as articles, stories, or texts) for or on behalf of another entity, typically a publication, organization, or platform.
-
C.
hasNotableWriter
Indicates that an entity is associated with a writer who is recognized as significant or distinguished in some notable way.
-
D.
areWrittenOn
Indicates that one entity serves as a surface or medium on which another entity is inscribed, recorded, or written.
-
E.
associatedWithScreenwriter
Indicates a relationship in which an entity is connected or linked to a screenwriter, typically through collaboration, authorship, or professional involvement in a screenwriting context.
- F. None of above. chosen
Provenance (7 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0110f1c8190ae60708b686cbbf9 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e8462a0c8190aba2330da6c49ecf |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9448fa881909001b6c39333359f |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e9a10e2c8190ba67635ae2425470 |
completed | March 12, 2026, 4:28 p.m. |
| PD | Predicate disambiguation | batch_69ada420167c81909b6e2702db296d9e |
completed | March 8, 2026, 4:30 p.m. |
| PDg | Predicate description generation | batch_69ada525bb2c8190b773efe6d696b6ab |
completed | March 8, 2026, 4:34 p.m. |
Created at: March 8, 2026, 3:10 p.m.