Triple
T3197052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Saturdays |
E66958
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What Are You Waiting For?
"What Are You Waiting For?" is a dance-pop single by British-Irish girl group The Saturdays, known for its upbeat, club-ready production and catchy chorus.
|
E336691
|
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: What Are You Waiting For? | Statement: [The Saturdays, notableWork, What Are You Waiting For?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Are You Waiting For? Context triple: [The Saturdays, notableWork, What Are You Waiting For?]
-
A.
What You Waiting For?
"What You Waiting For?" is a pop song best known as Gwen Stefani’s debut solo single, co-written and produced by Linda Perry.
-
B.
Are We the Waiting
"Are We the Waiting" is a mid-tempo, atmospheric rock song by Green Day from their concept album *American Idiot*, reflecting themes of disillusionment and longing.
-
C.
Can’t Wait
"Can’t Wait" is a song by Bob Dylan, featured on his acclaimed 1997 album *Time Out of Mind*, known for its moody, blues-infused sound and themes of longing and inevitability.
-
D.
Wait For It
"Wait For It" is a powerful, introspective ballad from the musical *Hamilton* that explores Aaron Burr’s cautious ambition and emotional turmoil.
-
E.
Are You Gonna Wait Forever?
"Are You Gonna Wait Forever?" is a non-album B-side track by U2, released alongside their 2004 single "Vertigo."
- 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: What Are You Waiting For? Triple: [The Saturdays, notableWork, What Are You Waiting For?]
Generated description
"What Are You Waiting For?" is a dance-pop single by British-Irish girl group The Saturdays, known for its upbeat, club-ready production and catchy chorus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What Are You Waiting For? Target entity description: "What Are You Waiting For?" is a dance-pop single by British-Irish girl group The Saturdays, known for its upbeat, club-ready production and catchy chorus.
-
A.
What You Waiting For?
"What You Waiting For?" is a pop song best known as Gwen Stefani’s debut solo single, co-written and produced by Linda Perry.
-
B.
Are We the Waiting
"Are We the Waiting" is a mid-tempo, atmospheric rock song by Green Day from their concept album *American Idiot*, reflecting themes of disillusionment and longing.
-
C.
Can’t Wait
"Can’t Wait" is a song by Bob Dylan, featured on his acclaimed 1997 album *Time Out of Mind*, known for its moody, blues-infused sound and themes of longing and inevitability.
-
D.
Wait For It
"Wait For It" is a powerful, introspective ballad from the musical *Hamilton* that explores Aaron Burr’s cautious ambition and emotional turmoil.
-
E.
Are You Gonna Wait Forever?
"Are You Gonna Wait Forever?" is a non-album B-side track by U2, released alongside their 2004 single "Vertigo."
- 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.