Triple
T8904194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duran Duran |
E212008
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object |
All You Need Is Now
All You Need Is Now is a studio album by English new wave band Duran Duran that marked a stylistic return to their classic 1980s sound.
|
E766543
|
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: All You Need Is Now | Statement: [Duran Duran, album, All You Need Is Now]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: All You Need Is Now Context triple: [Duran Duran, album, All You Need Is Now]
-
A.
Everything We Need
"Everything We Need" is a gospel-influenced hip hop track by Kanye West featuring Ty Dolla $ign and Ant Clemons, known for its spiritual themes and melodic, uplifting sound.
-
B.
Everything Now
Everything Now is a 2017 studio album by Canadian indie rock band Arcade Fire, known for its disco-influenced sound and themes of consumerism and media saturation.
-
C.
Love Is All We Need
"Love Is All We Need" is a reggae track featured on Bob Marley & The Wailers' posthumous compilation album "One Heart."
-
D.
What Now
"What Now" is a song by Barbadian singer Rihanna from her seventh studio album, Unapologetic.
-
E.
May We All
May We All is a country song by Florida Georgia Line featuring Tim McGraw that reflects on small-town roots and nostalgia.
- 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: All You Need Is Now Triple: [Duran Duran, album, All You Need Is Now]
Generated description
All You Need Is Now is a studio album by English new wave band Duran Duran that marked a stylistic return to their classic 1980s sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: All You Need Is Now Target entity description: All You Need Is Now is a studio album by English new wave band Duran Duran that marked a stylistic return to their classic 1980s sound.
-
A.
Everything We Need
"Everything We Need" is a gospel-influenced hip hop track by Kanye West featuring Ty Dolla $ign and Ant Clemons, known for its spiritual themes and melodic, uplifting sound.
-
B.
Everything Now
Everything Now is a 2017 studio album by Canadian indie rock band Arcade Fire, known for its disco-influenced sound and themes of consumerism and media saturation.
-
C.
Love Is All We Need
"Love Is All We Need" is a reggae track featured on Bob Marley & The Wailers' posthumous compilation album "One Heart."
-
D.
What Now
"What Now" is a song by Barbadian singer Rihanna from her seventh studio album, Unapologetic.
-
E.
May We All
May We All is a country song by Florida Georgia Line featuring Tim McGraw that reflects on small-town roots and nostalgia.
- 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_69ca839255248190b43984294abd92ae |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64c2509881908fb692522d348e96 |
completed | April 1, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba26bc7881908639e9a812dec894 |
completed | April 3, 2026, 1:01 p.m. |
| NEDg | Description generation | batch_69cfbcab0cd88190a2ea89e27324e4ff |
completed | April 3, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbd71b8ec81909d222897c898e78a |
completed | April 3, 2026, 1:15 p.m. |
Created at: March 30, 2026, 6:55 p.m.