Triple
T8763563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Learn the Hard Way |
E208265
|
entity |
| Predicate | isPartOfFranchise |
P7740
|
FINISHED |
| Object | Justin Bieber: Never Say Never franchise |
E361199
|
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: Never Say Never franchise | Statement: [Learn the Hard Way, isPartOfFranchise, Justin Bieber: Never Say Never franchise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Bieber: Never Say Never franchise Context triple: [Learn the Hard Way, isPartOfFranchise, Justin Bieber: Never Say Never franchise]
-
A.
Never Say Never (concert film)
chosen
Never Say Never is a 2011 3D concert documentary film that follows Justin Bieber’s rise to fame and features performances from his My World Tour.
-
B.
Big Time Rush
Big Time Rush is an American pop boy band and Nickelodeon TV show group known for their catchy teen pop songs and their self-titled television series that aired in the early 2010s.
-
C.
Hannah Montana
Hannah Montana is a popular Disney Channel television series and media franchise about a teenage girl leading a double life as an ordinary student and a famous pop star.
-
D.
Never Say Never
"Never Say Never" is a pop song by Justin Bieber, featuring Jaden Smith, that gained widespread popularity as an inspirational anthem and tie-in to the film "The Karate Kid" (2010).
-
E.
For the First Time in Forever
"For the First Time in Forever" is a key musical number from Disney's animated film Frozen, sung primarily by Anna as she excitedly anticipates the opening of the castle gates and the possibilities of a new beginning.
- 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_69ca835df7e08190ac875664cca8f9ca |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5dfdef9881908a7f079d87e8e338 |
completed | March 31, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf435d07148190b9e06d080f99a622 |
completed | April 3, 2026, 4:34 a.m. |
Created at: March 30, 2026, 6:40 p.m.