Triple
T3197040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Saturdays |
E66958
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Forever Is Over
"Forever Is Over" is a pop song by British-Irish girl group The Saturdays, released as one of their prominent singles in the late 2000s.
|
E336679
|
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: Forever Is Over | Statement: [The Saturdays, notableWork, Forever Is Over]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forever Is Over Context triple: [The Saturdays, notableWork, Forever Is Over]
-
A.
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.
-
B.
Never Forever
"Never Forever" is a song featured on the release by the musical project Mutable Set.
-
C.
Far from Over
"Far from Over" is a 1983 rock song by Frank Stallone that gained popularity as part of the soundtrack for the film "Staying Alive."
-
D.
Not Over You
"Not Over You" is a pop-rock ballad by American singer-songwriter Gavin DeGraw that became one of his most commercially successful and recognizable songs.
-
E.
Almost Over You
"Almost Over You" is a 1983 soft rock ballad by Scottish singer Sheena Easton about heartbreak and the struggle to move on from a past relationship.
- 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: Forever Is Over Triple: [The Saturdays, notableWork, Forever Is Over]
Generated description
"Forever Is Over" is a pop song by British-Irish girl group The Saturdays, released as one of their prominent singles in the late 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forever Is Over Target entity description: "Forever Is Over" is a pop song by British-Irish girl group The Saturdays, released as one of their prominent singles in the late 2000s.
-
A.
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.
-
B.
Never Forever
"Never Forever" is a song featured on the release by the musical project Mutable Set.
-
C.
Far from Over
"Far from Over" is a 1983 rock song by Frank Stallone that gained popularity as part of the soundtrack for the film "Staying Alive."
-
D.
Not Over You
"Not Over You" is a pop-rock ballad by American singer-songwriter Gavin DeGraw that became one of his most commercially successful and recognizable songs.
-
E.
Almost Over You
"Almost Over You" is a 1983 soft rock ballad by Scottish singer Sheena Easton about heartbreak and the struggle to move on from a past relationship.
- 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_69ad8588ba18819086a10951c32ecb80 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada7177b488190b7a1b40ff3fae15f |
completed | March 8, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bb7cd488190ae95c140d9cda296 |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b24d39e77c8190818f71a3298852d7 |
completed | March 12, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b25178f3c08190be78bdbd0cdfc5f3 |
completed | March 12, 2026, 5:39 a.m. |
Created at: March 8, 2026, 3:07 p.m.