Triple
T19551810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mama (song) |
E489213
|
entity |
| Predicate | singleBside |
P15273
|
FINISHED |
| Object | It's Gonna Get Better |
—
|
NE NERFINISHED |
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: It's Gonna Get Better | Statement: [Mama (song), singleBside, It's Gonna Get Better]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: It's Gonna Get Better Context triple: [Mama (song), singleBside, It's Gonna Get Better]
-
A.
It’s Gonna Get Better
"It’s Gonna Get Better" is a song by the English rock band Genesis, featured as a track on their 1983 self-titled studio album.
-
B.
It's Getting Better
"It's Getting Better" is a 1969 pop song performed by Mama Cass Elliot that reflects her transition from The Mamas & the Papas to a successful solo career.
-
C.
Keeps Gettin' Better
"Keeps Gettin' Better" is a 2008 electropop single by Christina Aguilera that marked a stylistic shift toward a more futuristic, electronic sound in her music.
-
D.
Soon You’ll Get Better
"Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
-
E.
It Only Gets Better
"It Only Gets Better" is a track by rapper Talib Kweli featured on his studio album "Prisoner of Conscious."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: It's Gonna Get Better Target entity description: "It's Gonna Get Better" is a song by the English rock band Genesis, known as a hopeful, synth-driven track from their 1983 self-titled album.
-
A.
It’s Gonna Get Better
chosen
"It’s Gonna Get Better" is a song by the English rock band Genesis, featured as a track on their 1983 self-titled studio album.
-
B.
It's Getting Better
"It's Getting Better" is a 1969 pop song performed by Mama Cass Elliot that reflects her transition from The Mamas & the Papas to a successful solo career.
-
C.
Keeps Gettin' Better
"Keeps Gettin' Better" is a 2008 electropop single by Christina Aguilera that marked a stylistic shift toward a more futuristic, electronic sound in her music.
-
D.
Soon You’ll Get Better
"Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
-
E.
It Only Gets Better
"It Only Gets Better" is a track by rapper Talib Kweli featured on his studio album "Prisoner of Conscious."
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: singleBside Context triple: [Mama (song), singleBside, It's Gonna Get Better]
-
A.
sideOnVinylSingle
Indicates that a musical track appears on a specific side (A or B) of a vinyl single record.
-
B.
singleSide
Indicates that the relationship or action involves only one side or participant, without a corresponding or reciprocal counterpart.
-
C.
onAlbumSide
Indicates that a particular track or song appears on a specified side (e.g., Side A or Side B) of an album.
-
D.
hasBside
chosen
Indicates that one item serves as the B-side counterpart or secondary track associated with another primary item, typically in a recording or media release.
-
E.
singleSideOf
Indicates that one entity constitutes a single side or face of another entity, typically within a larger multi-sided structure or object.
- F. None of above.
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_69d8e8dc5d8c8190a6d7bd8864f43ca0 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63d30a1d8819084d1bc60a5e49cae |
completed | April 20, 2026, 2:50 p.m. |
| PD | Predicate disambiguation | batch_69e514d4df3c8190b7e9b3b4fdf9452a |
completed | April 19, 2026, 5:45 p.m. |
Created at: April 10, 2026, 1:41 p.m.