Triple
T1864225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Have You Ever? |
E34882
|
entity |
| Predicate | isSingleFrom |
P28436
|
FINISHED |
| Object |
Never Say Never
"Never Say Never" is the second studio album by American R&B singer Brandy, noted for its polished production and hit singles that helped establish her as a major pop and R&B star in the late 1990s.
|
E34893
|
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: Never Say Never | Statement: [Have You Ever?, isSingleFrom, Never Say Never]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Never Say Never Context triple: [Have You Ever?, isSingleFrom, Never Say Never]
-
A.
Never Say Never (album)
Never Say Never is the multi-platinum 1998 R&B album by Brandy that features hits like "The Boy Is Mine" and solidified her status as a leading pop and R&B artist.
-
B.
Now Or Never
"Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
-
C.
Never Forever
"Never Forever" is a song featured on the release by the musical project Mutable Set.
-
D.
Never Really Over
"Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
-
E.
They Say
"They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
- 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: Never Say Never Triple: [Have You Ever?, isSingleFrom, Never Say Never]
Generated description
"Never Say Never" is the second studio album by American R&B singer Brandy, noted for its polished production and hit singles that helped establish her as a major pop and R&B star in the late 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Never Say Never Target entity description: "Never Say Never" is the second studio album by American R&B singer Brandy, noted for its polished production and hit singles that helped establish her as a major pop and R&B star in the late 1990s.
-
A.
Never Say Never (album)
chosen
Never Say Never is the multi-platinum 1998 R&B album by Brandy that features hits like "The Boy Is Mine" and solidified her status as a leading pop and R&B artist.
-
B.
Now Or Never
"Now Or Never" is a track by American rapper Cochise, known for his energetic delivery and playful, melodic trap style.
-
C.
Never Forever
"Never Forever" is a song featured on the release by the musical project Mutable Set.
-
D.
Never Really Over
"Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
-
E.
Forever and Ever
"Forever and Ever" is a popular 1973 pop ballad by Greek singer Demis Roussos that became one of his signature international hits.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isSingleFrom Context triple: [Have You Ever?, isSingleFrom, Never Say Never]
-
A.
singleFrom
chosen
Indicates that one entity is derived as a single, distinct item from another source or collection.
-
B.
hasSingle
Indicates that an entity possesses exactly one instance of a specified related entity or attribute.
-
C.
isFrom
Indicates that one entity originates, comes, or has been sent from another entity or source.
-
D.
isFollowUpToSingle
Indicates that one event, message, or action directly continues or responds to a single specific prior event, message, or action.
-
E.
singleBy
Indicates that an entity is not in a romantic relationship and is considered single according to a specified criterion or context.
- F. None of above.
Provenance (6 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb16c09e48190a345c95eab59fd87 |
completed | March 7, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3c82d50819094e8ccdba0faf819 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf6023dc081908399c9ad402c7e82 |
completed | March 8, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf65600448190ae90a954f88115ff |
completed | March 8, 2026, 10:21 p.m. |
| PD | Predicate disambiguation | batch_69abafe02c3c819093a4744b476106ca |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.