Triple
T14105167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TWENTY88 (album) |
E339486
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Out of Love
"Out of Love" is a song by the hip-hop and R&B duo TWENTY88, the collaborative project of Big Sean and Jhené Aiko.
|
E1080947
|
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: Out of Love | Statement: [TWENTY88 (album), hasTrack, Out of Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Out of Love Context triple: [TWENTY88 (album), hasTrack, Out of Love]
-
A.
In and Out of Love
"In and Out of Love" is a popular trance track by Dutch DJ and producer Armin van Buuren featuring vocalist Sharon den Adel, known for its melodic hooks and widespread acclaim in the electronic dance music scene.
-
B.
In and Out of Love
"In and Out of Love" is a hard rock song by Bon Jovi from their early album "7800° Fahrenheit," showcasing the band's developing melodic rock style.
-
C.
Enough of No Love
"Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
-
D.
Falling Out of Love
"Falling Out of Love" is an R&B song by American singer-songwriter Ant Clemons that showcases his emotive vocals and introspective lyricism about the end of a relationship.
-
E.
The End of a Love Affair
"The End of a Love Affair" is a jazz standard ballad, composed by Edward C. Redding in the 1950s, that has been widely interpreted by prominent vocalists and instrumentalists.
- 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: Out of Love Triple: [TWENTY88 (album), hasTrack, Out of Love]
Generated description
"Out of Love" is a song by the hip-hop and R&B duo TWENTY88, the collaborative project of Big Sean and Jhené Aiko.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Out of Love Target entity description: "Out of Love" is a song by the hip-hop and R&B duo TWENTY88, the collaborative project of Big Sean and Jhené Aiko.
-
A.
In and Out of Love
"In and Out of Love" is a popular trance track by Dutch DJ and producer Armin van Buuren featuring vocalist Sharon den Adel, known for its melodic hooks and widespread acclaim in the electronic dance music scene.
-
B.
In and Out of Love
"In and Out of Love" is a hard rock song by Bon Jovi from their early album "7800° Fahrenheit," showcasing the band's developing melodic rock style.
-
C.
Enough of No Love
"Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
-
D.
Falling Out of Love
"Falling Out of Love" is an R&B song by American singer-songwriter Ant Clemons that showcases his emotive vocals and introspective lyricism about the end of a relationship.
-
E.
The End of a Love Affair
"The End of a Love Affair" is a jazz standard ballad, composed by Edward C. Redding in the 1950s, that has been widely interpreted by prominent vocalists and instrumentalists.
- 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5fbd02888190bf07fd6d8769b61c |
completed | April 14, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0b48e448190b4fb8cb33e5d97e6 |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd288bd5881908f6a442201c5beea |
completed | May 7, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3ad7be8819094fc71c9f44fb4cb |
completed | May 7, 2026, 6:02 p.m. |
Created at: April 9, 2026, 10:22 p.m.