Triple
T4216364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Don Toliver |
E94225
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object | Justin Bieber |
E73608
|
NE FINISHED |
How this triple was built (2 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: Justin Bieber | Statement: [Don Toliver, associatedAct, Justin Bieber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Bieber Context triple: [Don Toliver, associatedAct, Justin Bieber]
-
A.
Justin Bieber
chosen
Justin Bieber is a Canadian pop singer and global superstar who rose to fame as a teenager with hits like "Baby" and has since become one of the best-selling music artists of his generation.
-
B.
Jeremy Bieber
Jeremy Bieber is a Canadian man best known as the father of pop singer Justin Bieber.
-
C.
Hailey Bieber
Hailey Bieber is an American model and media personality known for her high-profile fashion work and marriage to pop star Justin Bieber.
-
D.
Shawn Mendes
Shawn Mendes is a Canadian pop singer-songwriter and guitarist known for his chart-topping hits, soulful vocals, and massive global fanbase.
-
E.
Aubrey Graham
Aubrey Graham, better known by his stage name Drake, is a Canadian rapper, singer, songwriter, and actor who became one of the most influential figures in contemporary hip hop and R&B.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34bea284081909beaded9873f0852 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a855cfc08190acceced9cb80f41a |
completed | March 14, 2026, 6:26 p.m. |
Created at: March 12, 2026, 11:04 p.m.